Why Kolabtree

Getting started is quick and easy. No upfront fees

It’s free to request a service and invite bids from experts

Discuss requirements with the expert in detail before accepting statement of work from Kolabtree

Collaborate with the expert directly to get your work done the right way

Fund project when you hire the expert, but approve the deliverables only once work is done

Contact Vadim A.

Contact

Why Kolabtree

Want to hire this expert for a project? Request a quote for free.

Profile Details

Create Project

★★★★★

☆☆☆☆☆

USD 35 /hr

★★★★★

☆☆☆☆☆

Hire Dr. Vadim A.

Germany

USD 35 /hr

An Expert in Optimization / Applied Statistics / Control Engineering / Mathematics for AI / Financial Math

Profile Summary

Subject Matter Expertise

Services

Writing

Writing Technical Writing, Business & Legal Writing, Copywriting

Work Experience

Professor

MITS

August 2024 - Present

Education

Habilitation

University of Greifswald

September 2003 - January 2006

PhD

Russian Academy of Sciences

January 1991 - June 1994

Certifications

IEEE Senior Member

IEEE (CSS)
https://ieeexplore.ieee.org/author/37397105600
January 2016 - Present

Publications

JOURNAL ARTICLE

Vadim Azhmyakov, Goutam Chakraborty, Luz Adriana Guzman Trujillo (2024). A Formal Approach to Optimally Configure a Fully Connected Multilayer Hybrid Neural Network . Mathematics.

Vadim Azhmyakov, Ilya Shirokov, Luz Adriana Guzman Trujillo (2024). Advanced Statistical Analysis of the Predicted Volatility Levels in Crypto Markets . Journal of Risk and Financial Management.

Azhmyakov, V., Shirokov, I., Guzman Trujillo, L.A.(2024). Advanced Statistical Analysis of the Predicted Volatility Levels in Crypto Markets . Journal of Risk and Financial Management. 17. (7).

Vadim Azhmyakov, Ilya Shirokov, Yuri Dernov, Luz Adriana Guzman Trujillo (2023). On a Data-Driven Optimization Approach to the PID-Based Algorithmic Trading . Journal of Risk and Financial Management.

Azhmyakov, V., Shirokov, I., Dernov, Y., Guzman Trujillo, L.A.(2023). On a Data-Driven Optimization Approach to the PID-Based Algorithmic Trading . Journal of Risk and Financial Management. 16. (9).

Vadim Azhmyakov, Erik I. Verriest, Moises Bonilla, Stefan Pickl(2022). Optimal control methodology for the Counter-Terrorism strategies: The relaxation based approach . Journal of the Franklin Institute. 359. (13). p. 6690--6708. Elsevier {BV}

Vadim Azhmyakov, Ilya Shirokov, Luz Adriana Guzman Trujillo(2022). Application of a Switched PIDD Type Control Strategy to the Model-Free Algorithmic Trading . IFAC-PapersOnLine. 55. (40). p. 145--150. Elsevier {BV}

Vadim Azhmyakov, Nelson Castaño, Juan Pablo Fernández-Gutiérrez, Piotr Graczyk(2022). Non-parametric identification of upper bound covariance matrices for min-sup Robust Kalman Filter: Application to the AR case . IFAC-PapersOnLine. 55. (40). p. 175--180. Elsevier {BV}

Azhmyakov, V., Verriest, E.I., Bonilla, M., Pickl, S.(2022). Optimal control methodology for the Counter-Terrorism strategies: The relaxation based approach . Journal of the Franklin Institute. 359. (13). p. 6690-6708.

Bonilla, M., Aguillón, N.A., Ortiz Castillo, M.A., Jacques Loiseau, J., Malabre, M., Azhmyakov, V., Salazar, S.(2022). Stabilization of a class of switched dynamic systems: the Riccati-equation-based Approach . IMA Journal of Mathematical Control and Information. 39. (2). p. 518-532.

M Bonilla, N A Aguillón,, M A Ortiz Castillo, Jean Jacques Loiseau, M Malabre, V Azhmyakov, S Salazar(2021). Stabilization of a class of switched dynamic systems: the Riccati-equation-based Approach . IMA Journal of Mathematical Control and Information. Oxford University Press ({OUP})

Vadim Azhmyakov, Jose Perea Arango, Moises Bonilla, Raymundo Juarez del Toro, Stefan Pickl (2021). Robust State Estimations in Controlled ARMA Processes with the Non-Gaussian Noises: Applications to the Delayed Dynamics . IFAC-PapersOnLine.

Azhmyakov, V., Fernández-Gutiérrez, J.P., Verriest, E.I., Pickl, S.W.(2021). A SEPARATION BASED OPTIMIZATION APPROACH TO DYNAMIC MAXIMAL COVERING LOCATION PROBLEMS WITH SWITCHED STRUCTURE . Journal of Industrial and Management Optimization. 17. (2). p. 669-686.

M. Bonilla, L.A. Blas, V. Azhmyakov, M. Malabre, S. Salazar(2020). Robust structural feedback linearization based on the nonlinearities rejection . Journal of the Franklin Institute. 357. (4). p. 2232--2262. Elsevier {BV}

Bonilla, M., Blas, L.A., Azhmyakov, V., Malabre, M., Salazar, S.(2020). Robust structural feedback linearization based on the nonlinearities rejection . Journal of the Franklin Institute. 357. (4). p. 2232-2262.

Vadim Azhmyakov, Alejandro Garces(2020). Application of the Nested Convex Programming to the Optimal Power Flow in MT-HVDC Grids . IFAC-PapersOnLine. 53. (2). p. 13173--13177. Elsevier {BV}

M.A. Ortiz Castillo, M. Bonilla, J.J. Loiseau, M. Malabre, V. Azhmyakov(2020). On the LQ Based Stabilization for a Class of Switched Dynamic Systems . IFAC-PapersOnLine. 53. (2). p. 6788--6793. Elsevier {BV}

Juarez, R., Azhmyakov, V., Espinoza, A.T., Salas, F.G.(2020). An implicit class of continuous dynamical system with data-sample outputs: A robust approach . IMA Journal of Mathematical Control and Information. 37. (2). p. 589-606.

Vadim Azhmyakov, Raymundo Juarez, A Tadeo Espinoza, Francisco G Salas(2019). An implicit class of continuous dynamical system with data-sample outputs: a robust approach . IMA Journal of Mathematical Control and Information. 37. (2). p. 589--606. Oxford University Press ({OUP})

Azhmyakov, V., Mera, M., Juárez, R.(2019). Advances in attractive ellipsoid method for robust control design . International Journal of Robust and Nonlinear Control. 29. (5). p. 1418-1436.

Vadim Azhmyakov, Jorge Luis Aroca Trujillo, Ruthber Rodriguez Serrezuela, Roberto Sagaro Zamora(2018). Kinematic model of the scorbot 4PC manipulator implemented in Matlab's Guide . Contemporary Engineering Sciences. 11. (4). p. 183--199. Hikari, Ltd.

V. Azhmyakov, M. Mera, R. Juárez(2018). Advances in attractive ellipsoid method for robust control design . International Journal of Robust and Nonlinear Control. Wiley

V. Azhmyakov, M. Mera, R. Juárez(2018). Advances in attractive ellipsoid method for robust control design . International Journal of Robust and Nonlinear Control.

Vadim Azhmyakov, Jorge Luis Aroca Trujillo, Ruthber Rodriguez Serrezuela, Roberto Sagaro Zamora(2018). Kinematic model of the scorbot 4PC manipulator implemented in Matlabs Guide . Contemporary Engineering Sciences. 11. (4). p. 183--199.

Vadim Azhmyakov, Erik I. Verriest, Luz A. Guzman Trujillo, Sebastien Lahaye, Nicolas Delanoue(2018). Robust Optimal Control of Linear-Type Dynamic Systems with Random Delays . IFAC-PapersOnLine. 51. (25). p. 18--23. Elsevier {BV}

Vadim Azhmyakov, Moises Bonilla, Michel Malabre(2017). Linearization by means of Linear Implicit Rectangular Descriptions . IFAC-PapersOnLine. 50. (1). p. 10822--10827. Elsevier {BV}

Vadim Azhmyakov, Raymundo Juarez(2017). A first-order numerical approach to switched-mode systems optimization . Nonlinear Analysis: Hybrid Systems. Elsevier {BV}

Azhmyakov, Vadim, Pablo Fernandez-Gutierrez, Juan, Pickl, Stefan(2017). A SEPARATION METHOD FOR MAXIMAL COVERING LOCATION PROBLEMS WITH FUZZY PARAMETERS . Italian Journal of Pure and Applied Mathematics. (38). p. 653-670.

Foroozandeh, Z., Shamsi, M., Azhmyakov, V., Shafiee, M.(2017). A modified pseudospectral method for solving trajectory optimization problems with singular arc . Mathematical Methods in the Applied Sciences. 40. (5). p. 1783-1793.

Azhmyakov, Vadim, Juarez, Raymundo(2017). A first-order numerical approach to switched-mode systems optimization . Nonlinear Analysis-Hybrid Systems. 25. p. 126-137.

Vadim Azhmyakov, Moises Bonilla, Michel Malabre(2017). Linearization by means of Linear Implicit Rectangular Descriptions . IFAC-PapersOnLine. 50. (1). p. 10822--10827.

Azhmyakov, V., Juarez, R.(2017). A first-order numerical approach to switched-mode systems optimization . Nonlinear Analysis: Hybrid Systems. 25. p. 126-137.

Azhmyakov, V., Trujillo, L.A.G.(2017). On the linear quadratic dynamic optimization problems with fixed-levels control functions . Italian Journal of Pure and Applied Mathematics. 2017. (37). p. 219-237.

Azhmyakov, Vadim, Guzman Trujillo, Luz Adriana(2017). ON THE LINEAR QUADRATIC DYNAMIC OPTIMIZATION PROBLEMS WITH FIXED-LEVELS CONTROL FUNCTIONS . Italian Journal of Pure and Applied Mathematics. (37). p. 219-236.

Azhmyakov, V., Fernandez-Gutierrez, J.P., Pickl, S.(2017). A separation method for maximal covering location problems with fuzzy parameters . Italian Journal of Pure and Applied Mathematics. (38). p. 653-670.

Azhmyakov, Vadim, Foroozandeh, Zahra, Shamsi, Mostafa, Shafiee, Masoud(2017). A modified pseudospectral method for solving trajectory optimization problems with singular arc . Mathematical Methods in the Applied Sciences. 40. (5). p. 1783-1793.

Blas, L.A., Bonilla, M., Malabre, M., Azhmyakov, V., Salazar, S., Blas, L.A., Bonilla, M., Malabre, M., Azhmyakov, V., Salazar, S.(2017). Structural feedback linearization based on nonlinearities rejection . IFAC-PapersOnLine. 50. (1). p. 922-927.

Azhmyakov, V., Azhmyakov, V.(2016). Consistent approximations of the zeno behaviour in affine-type switched dynamic systems . Abstract and Applied Analysis. 2016.

V. Azhmyakov, J.P. Fernández-Gutiérrez, S.K. Gadi, St. Pickl, V. Azhmyakov, J.P. Fernández-Gutiérrez, S.K. Gadi, St. Pickl(2016). A Novel Numerical Approach to the MCLP Based Resilent Supply Chain Optimization . IFAC-PapersOnLine. 49. (31). p. 137--142.

V. Azhmyakov, J.P. Fernández-Gutiérrez, S.K. Gadi, St. Pickl(2016). A Novel Numerical Approach to the MCLP Based Resilent Supply Chain Optimization . IFAC-PapersOnLine. 49. (31). p. 137--142. Elsevier {BV}

Azhmyakov, V., Juarez, R., Azhmyakov, V., Juarez, R.(2016). On the Projected Gradient Methods for Switched - Mode Systems Optimization . IFAC-PapersOnLine. 48. (27). p. 181-186.

Azhmyakov, V., Martinez, J.C., Poznyak, A., Azhmyakov, V., Martinez, J.C., Poznyak, A.(2016). Optimal fixed-levels control for nonlinear systems with quadratic cost-functionals . Optimal Control Applications and Methods. 37. (5). p. 1035-1055.

Azhmyakov, V., Azhmyakov, V.(2016). Consistent approximations of the zeno behaviour in affine-type switched dynamic systems . Abstract and Applied Analysis. 2016.

Perez, C., Azhmyakov, V., Poznyak, A., Perez, C., Azhmyakov, V., Poznyak, A.(2015). Practical stabilization of a class of switched systems: Dwell-time approach . IMA Journal of Mathematical Control and Information. 32. (4). p. 689-702.

Bonilla, M., Malabre, M., Azhmyakov, V., Bonilla, M., Malabre, M., Azhmyakov, V.(2015). An implicit systems characterization of a class of impulsive linear switched control processes. Part 1: Modeling . Nonlinear Analysis: Hybrid Systems. 15. p. 157-170.

Bonilla, M., Malabre, M., Azhmyakov, V., Bonilla, M., Malabre, M., Azhmyakov, V.(2015). An implicit systems characterization of a class of impulsive linear switched control processes. Part 2: Control . Nonlinear Analysis-Hybrid Systems. 18. p. 15-32.

Bonilla, M., Malabre, M., Azhmyakov, V., Bonilla, M., Malabre, M., Azhmyakov, V.(2015). An implicit systems characterization of a class of impulsive linear switched control processes. Part 2: Control . Nonlinear Analysis: Hybrid Systems. 18. p. 15-32.

Vadim Azhmyakov, Arturo Enrique Gil García, Michael V. Basin(2014). Optimal control processes associated with a class of discontinuous control systems: applications to sliding mode dynamics . Kybernetika. p. 5--18. Institute of Information Theory and Automation

Vadim Azhmyakov, Arturo Enrique Gil Garca, Michael V. Basin, Arturo Enrique Gil Garca, Michael V. Basin(2014). Optimal control processes associated with a class of discontinuous control systems: applications to sliding mode dynamics . Kybernetika. p. 5--18.

Mehrpouya, M.A., Shamsi, M., Azhmyakov, V., Mehrpouya, M.A., Shamsi, M., Azhmyakov, V.(2014). An efficient solution of hamiltonian boundary value problems by combined gauss pseudospectral method with differential continuation approach . Journal of the Franklin Institute. 351. (10). p. 4765-4785.

Azhmyakov, V., Serrezuela, R.R., Gallardo, A.M.R., Vargas, W.G., Azhmyakov, V., Serrezuela, R.R., Gallardo, A.M.R., Vargas, W.G.(2014). An approximations based approach to optimal control of switched dynamic systems . Mathematical Problems in Engineering. 2014.

Azhmyakov, V., Polyakov, A., Poznyak, A., Azhmyakov, V., Polyakov, A., Poznyak, A.(2014). Consistent approximations and variational description of some classes of sliding mode control processes . Journal of the Franklin Institute. 351. (4). p. 1964-1981.

Azhmyakov, Vadim, Polyakov, Andrey, Poznyak, Alex, Polyakov, Andrey, Poznyak, Alex(2014). Consistent approximations and variational description of some classes of sliding mode control processes . Journal of the Franklin Institute-Engineering and Applied Mathematics. 351. (4). p. 1964-1981.

Vadim Azhmyakov, Michael Basin, Carsten Reincke-Collon(2014). Optimal LQ-Type Switched Control Design for a Class of Linear Systems with Piecewise Constant Inputs . IFAC Proceedings Volumes. 47. (3). p. 6976--6981. Elsevier {BV}

Vadim Azhmyakov, Michael Basin, Carsten Reincke-Collon, Michael Basin, Carsten Reincke-Collon(2014). Optimal LQ-Type Switched Control Design for a Class of Linear Systems with Piecewise Constant Inputs . IFAC Proceedings Volumes. 47. (3). p. 6976--6981.

Azhmyakov, V., Basin, M.V., Gil García, A.E., Azhmyakov, V., Basin, M.V., Gil García, A.E.(2014). Optimal control processes associated with a class of discontinuous control systems: Applications to sliding mode dynamics . Kybernetika. 50. (1). p. 5-18.

Azhmyakov, V., Basin, M.V., Gil Garcia, A.E., Azhmyakov, V., Basin, M.V., Gil Garcia, A.E.(2014). Optimal control processes associated with a class of discontinuous control systems: Applications to sliding mode dynamics . Kybernetika. 50. (1). p. 5-18.

Azhmyakov, V., Poznyak, A., Gonzalez, O., Azhmyakov, V., Poznyak, A., Gonzalez, O.(2013). On the robust control design for a class of nonlinearly affine control systems: The attractive ellipsoid approach . Journal of Industrial and Management Optimization. 9. (3). p. 579-593.

Juarez, R., Azhmyakov, V., Poznyak, A., Juarez, R., Azhmyakov, V., Poznyak, A.(2013). Practical Stability of Control Processes Governed by Semiexplicit DAEs . Mathematical Problems in Engineering.

Juárez, R., Azhmyakov, V., Poznyak, A., Juárez, R., Azhmyakov, V., Poznyak, A.(2013). Practical stability of control processes governed by semiexplicit DAEs . Mathematical Problems in Engineering. 2013.

Azhmyakov, V., Poznyak, A., Juárez, R., Azhmyakov, V., Poznyak, A., Juárez, R.(2013). On the practical stability of control processes governed by implicit differential equations: The invariant ellipsoid based approach . Journal of the Franklin Institute. 350. (8). p. 2229-2243.

Azhmyakov, V., Basin, M.V., Raisch, J., Azhmyakov, V., Basin, M.V., Raisch, J.(2012). A proximal point based approach to optimal control of affine switched systems . Discrete Event Dynamic Systems: Theory and Applications. 22. (1). p. 61-81.

Azhmyakov, Vadim(2012). On the set-valued approach to optimal control of sliding mode processes . Journal of the Franklin Institute-Engineering and Applied Mathematics. 349. (4). p. 1323-1336.

Azhmyakov, V., Azhmyakov, V.(2012). On the set-valued approach to optimal control of sliding mode processes . Journal of the Franklin Institute. 349. (4). p. 1323-1336.

V. Azhmyakov, F.A. Miranda Villatoro(2012). Approximability and Variational Description of the Zeno Behavior in Affine Switched Systems . IFAC Proceedings Volumes. 45. (9). p. 307--312. Elsevier {BV}

V. Azhmyakov, F.A. Miranda Villatoro, V. Azhmyakov, F.A. Miranda Villatoro(2012). Approximability and Variational Description of the Zeno Behavior in Affine Switched Systems . IFAC Proceedings Volumes. 45. (9). p. 307--312.

Vadim Azhmyakov, Manuel Mera, Alex Poznyak(2011). On the Robust Control Design for a Class of Continuous-Time Dynamical Systems with a Sample-Data Output . IFAC Proceedings Volumes. 44. (1). p. 5819--5824. Elsevier {BV}

Vadim Azhmyakov, Michael Basin(2011). The Proximal Point Approach to Optimal Control of Affine Switched Systems . IFAC Proceedings Volumes. 44. (1). p. 10249--10254. Elsevier {BV}

Vadim Azhmyakov, Michael Basin, Michael Basin(2011). The Proximal Point Approach to Optimal Control of Affine Switched Systems . IFAC Proceedings Volumes. 44. (1). p. 10249--10254.

Poznyak, A., Azhmyakov, V., Mera, M., Poznyak, A., Azhmyakov, V., Mera, M.(2011). Practical output feedback stabilisation for a class of continuous-time dynamic systems under sample-data outputs . International Journal of Control. 84. (8). p. 1408-1416.

Vadim Azhmyakov, Manuel Mera, Alex Poznyak, Manuel Mera, Alex Poznyak(2011). On the Robust Control Design for a Class of Continuous-Time Dynamical Systems with a Sample-Data Output . IFAC Proceedings Volumes. 44. (1). p. 5819--5824.

Azhmyakov, Vadim, Poznyak, Alex, Mera, Manuel, Poznyak, Alex, Mera, Manuel(2011). Practical output feedback stabilisation for a class of continuous-time dynamic systems under sample-data outputs . International Journal of Control. 84. (8). p. 1408-1416.

Azhmyakov, V., Azhmyakov, V.(2011). A gradient-type algorithm for a class of optimal control processes governed by hybrid dynamical systems . IMA Journal of Mathematical Control and Information. 28. (3). p. 291-307.

Azhmyakov, V., Angulo, M.T., Azhmyakov, V., Angulo, M.T.(2011). Applications of the strong approximability property to a class of affine switched systems and to relaxed differential equations with affine structure . International Journal of Systems Science. 42. (11). p. 1899-1907.

Azhmyakov, V., Egerstedt, M., Fridman, L., Poznyak, A., Azhmyakov, V., Egerstedt, M., Fridman, L., Poznyak, A.(2011). Approximability of nonlinear affine control systems . Nonlinear Analysis: Hybrid Systems. 5. (2). p. 275-288.

Vadim Azhmyakov, Rosalba Galvan-Guerra, Ruben Velazquez(2010). Discussion on: “A Decentralized Sliding Control Approach for Distributed Simulation of Differential-Algebraic Equation Systems” . European Journal of Control. 16. (4). p. 362--364. Elsevier {BV}

Discussion on: “A Decentralized Sliding Control Approach for Distributed Simulation of Differential-Algebraic Equation Systems” @article{RID:0117182034687-127, title = {Discussion on: “A Decentralized Sliding Control Approach for Distributed Simulation of Differential-Algebraic Equation Systems”}, journal = {European Journal of Control}, year = {2010}, author = {Vadim Azhmyakov and Rosalba Galvan-Guerra and Ruben Velazquez}, volume = {16}, number = {4}, pages = {362--364} } . European Journal of Control.

Azhmyakov, V., Galvan-Guerra, R., Velazquez, R., Azhmyakov, V., Galvan-Guerra, R., Velazquez, R.(2010). Discussion on: "A decentralized sliding control approach for distributed simulation of differential-algebraic equation systems" . European Journal of Control. 16. (4). p. 362-365.

Azhmyakov, Vadim, Galvan-Guerra, Rosalba, Velazquez, Ruben, Galvan-Guerra, Rosalba, Velazquez, Ruben(2010). Discussion on: "A Decentralized Sliding Control Approach for Distributed Simulation of Differential-Algebraic Equation Systems" . European Journal of Control.

V. Azhmyakov, R. Velazquez, R. Galvan-Guerra(2010). Numerically Stable Approximations of Optimal Control Processes Associated with a Class of Switched Systems . IFAC Proceedings Volumes. 43. (12). p. 41--46. Elsevier {BV}

V. Azhmyakov, R. Velazquez, R. Galvan-Guerra, V. Azhmyakov, R. Velazquez, R. Galvan-Guerra(2010). Numerically Stable Approximations of Optimal Control Processes Associated with a Class of Switched Systems . IFAC Proceedings Volumes. 43. (12). p. 41--46.

Azhmyakov, Vadim, Velazquez, Ruben, Velazquez, Ruben(2010). On a Variational Approach to Optimization of Hybrid Mechanical Systems . Mathematical Problems in Engineering.

Azhmyakov, V., Velazquez, R., Azhmyakov, V., Velazquez, R.(2010). On a variational approach to optimization of hybrid mechanical systems . Mathematical Problems in Engineering. 2010.

Attia, S.A., Azhmyakov, V., Raisch, J., Attia, S.A., Azhmyakov, V., Raisch, J.(2010). On an optimization problem for a class of impulsive hybrid systems . Discrete Event Dynamic Systems: Theory and Applications. 20. (2). p. 215-231.

Azhmyakov, Vadim, Attia, Sid Ahmed, Raisch, Joerg, Attia, Sid Ahmed, Raisch, Joerg(2010). On an Optimization Problem for a Class of Impulsive Hybrid Systems . Discrete Event Dynamic Systems-Theory and Applications. 20. (2). p. 215-231.

Azhmyakov, V., Galvan-Guerra, R., Poznyak, A., Azhmyakov, V., Galvan-Guerra, R., Poznyak, A.(2010). On the hybrid LQ-based control design for linear networked systems . Journal of the Franklin Institute. 347. (7). p. 1214-1226.

Azhmyakov, Vadim, Galvan-Guerra, Rosalba, Poznyak, Alex, Galvan-Guerra, Rosalba, Poznyak, Alex(2010). On the hybrid LQ-based control design for linear networked systems . Journal of the Franklin Institute-Engineering and Applied Mathematics. 347. (7). p. 1214-1226.

Azhmyakov, V., Noriega Morales, S., Azhmyakov, V., Noriega Morales, S.(2010). Proximal point method for optimal control processes governed by ordinary differential equations . Asian Journal of Control. 12. (1). p. 15-25.

Azhmyakov, Vadim, Noriega Morales, Salvador, Noriega Morales, Salvador(2010). PROXIMAL POINT METHOD FOR OPTIMAL CONTROL PROCESSES GOVERNED BY ORDINARY DIFFERENTIAL EQUATIONS . Asian Journal of Control. 12. (1). p. 15-25.

Azhmyakov, Vadim, Boltyanski, Vladimir, Poznyak, Alexander, Boltyanski, Vladimir, Poznyak, Alexander(2010). The dynamic programming approach to multi-model robust optimization . Nonlinear Analysis-Theory Methods & Applications. 72. (2). p. 1110-1119.

V. Azhmyakov, R. Galvan-Guerra, R. Velazquez Cuevas, A.S. Poznyak(2009). On the Optimal Design of Linear Networked Systems . IFAC Proceedings Volumes. 42. (5). p. 239--244. Elsevier {BV}

V. Azhmyakov, R. Galvan-Guerra, R. Velazquez Cuevas, A.S. Poznyak, V. Azhmyakov, R. Galvan-Guerra, R. Velazquez Cuevas, A.S. Poznyak(2009). On the Optimal Design of Linear Networked Systems . IFAC Proceedings Volumes. 42. (5). p. 239--244.

V. Azhmyakov, M. Egerstedt, L. Fridman, A. Poznyak(2009). Continuity Properties of Nonlinear Affine Control Systems: Applications to Hybrid and Sliding Mode Dynamics . IFAC Proceedings Volumes. 42. (17). p. 204--209. Elsevier {BV}

V. Azhmyakov, M. Egerstedt, L. Fridman, A. Poznyak, V. Azhmyakov, M. Egerstedt, L. Fridman, A. Poznyak(2009). Continuity Properties of Nonlinear Affine Control Systems: Applications to Hybrid and Sliding Mode Dynamics . IFAC Proceedings Volumes. 42. (17). p. 204--209.

Azhmyakov, V., Azhmyakov, V.(2009). Convexity of the set of fixed points generated by some control systems . Journal of Applied Mathematics. 2009.

Azhmyakov, Vadim(2009). Convexity of the Set of Fixed Points Generated by Some Control Systems . Journal of Applied Mathematics.

Azmyakov, V.V., Galvan-Guerra, R., Polyakov, A.E., Azmyakov, V.V., Galvan-Guerra, R., Polyakov, A.E.(2009). On the method of dynamic programming for linear-quadratic problems of optimal control in hybrid systems . Automation and Remote Control. 70. (5). p. 787-799.

Azmyakov, V. V., Galvan-Guerra, R., Polyakov, A. E., Azmyakov, V. V., Galvan-Guerra, R., Polyakov, A. E.(2009). On the method of dynamic programming for linear-quadratic problems of optimal control in hybrid systems . Automation and Remote Control. 70. (5). p. 787-799.

Azhmyakov, V., Boltyanski, V., Poznyak, A., Azhmyakov, V., Boltyanski, V., Poznyak, A.(2009). The dynamic programming approach to multi-model robust optimization . Nonlinear Analysis, Theory, Methods and Applications. 72. (2). p. 1110-1119.

АЖМЯКОВ, В.В., ГАЛВАН-ГУЕРРА, Р., ПОЛЯКОВ, А.Е., Azhmyakov, V.V., Galvan-Guerra, R., Polyakov, A.E., АЖМЯКОВ, В.В., ГАЛВАН-ГУЕРРА, Р., ПОЛЯКОВ, А.Е., Azhmyakov, V.V., et al.(2009). О методе динамического программирования для линейно квадратичных задач оптимального управления в гибридных системах.

Vadim Azhmyakov(2008). An approach to controlled mechanical systems based on the multiobjective optimization technique . Journal of Industrial and Management Optimization. 4. (4). p. 697--712. American Institute of Mathematical Sciences ({AIMS})

Vadim Azhmyakov, JÖrg Raisch(2008). Convex Control Systems and Convex Optimal Control Problems With Constraints . IEEE Transactions on Automatic Control. 53. (4). p. 993--998. Institute of Electrical and Electronics Engineers ({IEEE})

Azhmyakov, Vadim, Raisch, Joerg, Raisch, Joerg(2008). Convex control systems and convex optimal control problems with constraints . Ieee Transactions on Automatic Control. 53. (4). p. 993-998.

Azhmyakov, V., Raisch, J., Azhmyakov, V., Raisch, J.(2008). Convex control systems and convex optimal control problems with constraints . IEEE Transactions on Automatic Control. 53. (4). p. 993-998.

Azhmyakov, Vadim(2008). AN APPROACH TO CONTROLLED MECHANICAL SYSTEMS BASED ON THE MULTIOBJECTIVE OPTIMIZATION TECHNIQUE . Journal of Industrial and Management Optimization. 4. (4). p. 697-712.

Azhmyakov, V., Azhmyakov, V.(2008). An approach to controlled mechanical systems based on the multiobjective optimization technique . Journal of Industrial and Management Optimization. 4. (4). p. 697-712.

Azhmyakov, V., Boltyanski, V.G., Poznyak, A., Azhmyakov, V., Boltyanski, V.G., Poznyak, A.(2008). Optimal control of impulsive hybrid systems . Nonlinear Analysis: Hybrid Systems. 2. (4). p. 1089-1097.

Azhmyakov, V., Boltyanski, V. G., Poznyak, A., Azhmyakov, V., Boltyanski, V. G., Poznyak, A.(2008). Optimal control of impulsive hybrid systems . Nonlinear Analysis-Hybrid Systems. 2. (4). p. 1089-1097.

Azhmyakov, V., Azhmyakov, V.(2007). Optimal control of mechanical systems . Differential Equations and Nonlinear Mechanics. 2007.

Vadim Azhmyakov, Jörg Raisch(2006). A GRADIENT-BASED APPROACH TO A CLASS OF HYBRID OPTIMAL CONTROL PROBLEMS . IFAC Proceedings Volumes. 39. (5). p. 89--94. Elsevier {BV}

Azhmyakov, V., Azhmyakov, V.(2006). A fixed point theorem for a class of differentiable stable operators in Banach spaces . Fixed Point Theory and Applications. 2006.

Vadim Azhmyakov(2006). A fixed point theorem for a class of differentiable stable operators in banach spaces . Fixed Point Theory and Applications. 2006. p. 1--18. Springer Nature

A GRADIENT-BASED APPROACH TO A CLASS OF HYBRID OPTIMAL CONTROL PROBLEMS @article{RID:0117182034243-177, title = {A GRADIENT-BASED APPROACH TO A CLASS OF HYBRID OPTIMAL CONTROL PROBLEMS}, journal = {IFAC Proceedings Volumes}, year = {2006}, author = {Vadim Azhmyakov and JÃ¶rg Raisch}, volume = {39}, number = {5}, pages = {89--94} } . IFAC Proceedings Volumes.

Azhmyakov, Vadim(2006). A fixed point theorem for a class of differentiable stable operators in Banach spaces . Fixed Point Theory and Applications.

Azhmyakov, V., Schmidt, W., Azhmyakov, V., Schmidt, W.(2006). Approximations of relaxed optimal control problems . Journal of Optimization Theory and Applications. 130. (1). p. 61-77.

Azhmyakov, V., Azhmyakov, V.(2006). Stability of differential inclusions: A computational approach . Mathematical Problems in Engineering. 2006. p. 1-15.

Azhmyakov, V., Schmidt, W., Azhmyakov, V., Schmidt, W.(2006). Approximations of relaxed optimal control problems . Journal of Optimization Theory and Applications. 130. (1). p. 61-77.

Vadim Azhmyakov(2006). Stability of differential inclusions: A computational approach . Mathematical Problems in Engineering. 2006. p. 1--15. Hindawi Publishing Corporation

Azhmyakov, Vadim(2006). Stability of differential inclusions: A computational approach . Mathematical Problems in Engineering.

V. Azhmyakov, W. Schmidt(2004). On the optimal design of elastic beams . Structural and Multidisciplinary Optimization. 27. (1-2). p. 80--88. Springer Nature

Azhmyakov, V., Schmidt, W., Azhmyakov, V., Schmidt, W.(2004). On the optimal design of elastic beams . Structural and Multidisciplinary Optimization. 27. (1-2). p. 80-88.

Vadim Azhmyakov, Werner H. Schmidt(2003). Strong convergence of a proximal-based method for convex optimization . Mathematical Methods of Operations Research. 57. (3). p. 393--407. Springer Nature

Azhmyakov, V., Schmidt, W.H., Azhmyakov, V., Schmidt, W.H.(2003). Strong convergence of a proximal-based method for convex optimization . Mathematical Methods of Operations Research. 57. (3). p. 393-407.

Azhmyakov, V., Azhmyakov, V.(2002). Optimal Control of a Well-Stirred Bioreactor in the Presence of Stochastic Perturbations . Informatica. 13. (2). p. 133-148.

Vadim Azhmyakov(2000). A constructive method for solving stabilization problems . Discussiones Mathematicae. Differential Inclusions, Control and Optimization. 20. (1). p. 51. Faculty of Mathematics, Computer Science and Econometrics, University of Zielona Gora

Vadim Azhmyakov(2000). A constructive method for solving stabilization problems . Discussiones Mathematicae. Differential Inclusions, Control and Optimization. 20. (1). p. 51.

Azhmyakov, V.V., Azhmyakov, V.V.(1994). Exponential stabilization and synthesis of discrete stochastic systems . Avtomatika i Telemekhanika. (7). p. 77-84.

Azhmyakov, V.V., Pyatnitskij, E.S., Azhmyakov, V.V., Pyatnitskij, E.S.(1994). Nonlocal synthesis of stabilizing systems of discrete stochastic control processes . Avtomatika i Telemekhanika. (2). p. 68-78.

CONFERENCE PAPER

Azhmyakov, V., Trujillo, L.A.G., Salazar, F.S., Shirokov, I.(2023). On the Approximate Optimal Feedback Control for Dynamical Systems Modeled by Ordinary Differential Equations . 9th 2023 International Conference on Control, Decision and Information Technologies, CoDIT 2023. p. 1432-1435.

Azhmyakov, V., Shirokov, I., Trujillo, L.A.G.(2022). Application of a Switched PIDD Type Control Strategy to the Model-Free Algorithmic Trading . IFAC-PapersOnLine. 55. (40). p. 145-150.

Castaño, N., Fernández-Gutiérrez, J.P., Azhmyakov, V., Graczyk, P.(2022). Non-parametric identification of upper bound covariance matrices for min-sup Robust Kalman Filter: Application to the AR case . IFAC-PapersOnLine. 55. (40). p. 175-180.

Toro, R.J.D., Azhmyakov, V., Corrales Astorga, M.A., Salcido, C.B.(2022). Robust Stabilization for a Class of Descriptor Systems under Input Delays: The Attractive Invariant Ellipsoid Approach . 8th International Conference on Engineering and Emerging Technologies, ICEET 2022.

Blas, L.A., Bonilla, M., Salazar, S., Malabre, M., Azhmyakov, V.(2021). Robust tracking scheme for an experimental quadrotor . 2021 European Control Conference, ECC 2021. p. 2033-2038.

Azhmyakov, V., Arango, J.P., Bonilla, M., del Toro, R.J., Pickl, S.(2021). Robust State Estimations in Controlled ARMA Processes with the Non-Gaussian Noises: Applications to the Delayed Dynamics . IFAC-PapersOnLine. 54. (20). p. 334-339.

Aguillon, N.A., Bonilla, M., Salazar, S., Malabre, M., Azhmyakov, V.(2021). On the Take-Off of a Single-Wing Quadrotor . 2021 European Control Conference, ECC 2021. p. 2020-2025.

Del Toro, R.J., Azhmyakov, V., Hernandez, M.M., Salas Perez, F.G.(2020). An Implicit Class of Robust Control System Characterized by a Convex-Type Matrix Constraints . 2020 17th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2020.

Azhmyakov, V., Verriest, E.I., Londono, C., Del Toro, R.J.(2020). A Consistent Numerical Approach to a Class of Optimal Control Processes Governed by Volterra Integro-Differential Equations . Proceedings of the IEEE Conference on Decision and Control. 2020-December. p. 2362-2367.

Garces, A., Azhmyakov, V.(2020). Application of the nested convex programming to the optimal power flow in MT-HVDC grids . IFAC-PapersOnLine. 53. (2). p. 13173-13177.

Castillo, M.A.O., Bonilla, M., Loiseau, J.J., Malabre, M., Azhmyakov, V.(2020). On the LQ based stabilization for a class of switched dynamic systems . IFAC-PapersOnLine. 53. (2). p. 6788-6793.

Azhmyakov, V., Londono, C., Osorio, P., Rojas, A., Puerta, M.E., Trujillo, L.A.G.(2019). Consistent approximations of the control - Affine systems with bounded uncertainties: Application to the controlled lotka - Volterra dynamics . 4th IEEE Colombian Conference on Automatic Control: Automatic Control as Key Support of Industrial Productivity, CCAC 2019 - Proceedings.

Azhmyakov, V., Egerstedt, M., Verriest, E.I.(2019). On the Optimal Control of Volterra Integro-Differential Equations . Proceedings of the IEEE Conference on Decision and Control. 2019-December. p. 3340-3345.

Blas, L.A., Bonilla, M., Salazar, S., Malabre, M., Azhmyakov, V.(2019). Synthesis of a robust linear structural feedback linearization scheme for an experimental quadrotor . 2019 18th European Control Conference, ECC 2019. p. 1431-1436.

Vadim Azhmyakov, Luz Adriana Guzman Trujillo, Manuel Guillermo Forero Vargas(2018). On the Optimal Robust Time-Delay Robot Dynamics . 2018 IEEE 2nd Colombian Conference on Robotics and Automation (CCRA). {IEEE}

Azhmyakov, V., Trujillo, L.A.G., Vargas, M.G.F.(2018). On the Optimal Robust Time-Delay Robot Dynamics . 2018 IEEE 2nd Colombian Conference on Robotics and Automation, CCRA 2018.

Vadim Azhmyakov, Erik I. Verriest, Luz A. Guzman Trujillo, Stefan W. Pickl(2018). On the Optimal Control of Multidimensional Dynamic Systems Evolving with State Suprema . 2018 IEEE Conference on Decision and Control (CDC). {IEEE}

Azhmyakov, V., Verriest, E.I., Guzman Trujillo, L.A., Pickl, S.W.(2018). On the Optimal Control of Multidimensional Dynamic Systems Evolving with State Suprema . Proceedings of the IEEE Conference on Decision and Control. 2018-December. p. 61-66.

Azhmyakov, V., Verriest, E.I., Guzman Trujillo, L.A., Lahaye, S., Delanoue, N.(2018). Robust Optimal Control of Linear-Type Dynamic Systems with Random Delays . 512518-23

Verriest, E.I., Azhmyakov, V.(2018). Advances in optimal control of differential systems with the state suprema . 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. 2018-January. p. 739-744.

Azhmyakov, V., Castano, N., Arango, J.P., Graczyk, P., Murillo, F.H.S.(2018). On the minimax robust Kalman Filter: A bounded estimation resources approach . 2017 IEEE 3rd Colombian Conference on Automatic Control, CCAC 2017 - Conference Proceedings. 2018-January. p. 1-6.

Azhmyakov, V., Vemest, E.I., Trujillo, L.A.G., Valenzuela, P.A.(2018). Optimization of affine dynamic systems evolving with state suprema: New perspectives in maximum power point tracking control . 2017 IEEE 3rd Colombian Conference on Automatic Control, CCAC 2017 - Conference Proceedings. 2018-January. p. 1-7.

Vadim Azhmyakov, Erik I. Vemest, Luz A. Guzman Trujillo, Patricia A. Valenzuela(2017). Optimization of affine dynamic systems evolving with state suprema: New perspectives in maximum power point tracking control . 2017 IEEE 3rd Colombian Conference on Automatic Control (CCAC). {IEEE}

Vadim Azhmyakov, Nelson Castano, Jose Perea Arango, Piotr Graczyk, Fabio Humberto Sepulveda Murillo(2017). On the minimax robust Kalman Filter: A bounded estimation resources approach . 2017 IEEE 3rd Colombian Conference on Automatic Control (CCAC). {IEEE}

Bonilla, M., Azhmyakov, V., Malabre, M.(2017). Linearization by means of Linear Implicit Rectangular Descriptions . IFAC-PapersOnLine. 50. (1). p. 10822-10827.

Azhmyakov, V., Vemest, E.I., Trujillo, L.A.G., Valenzuela, P.A.(2017). Optimization of affine dynamic systems evolving with state suprema: New perspectives in maximum power point tracking control . 2017 IEEE 3rd Colombian Conference on Automatic Control, CCAC 2017 - Conference Proceedings. 2018-January. p. 1-7.

Vadim Azhmyakov, Erik I. Verriest(2017). Advances in optimal control of differential systems with the state suprema . 2017 IEEE 56th Annual Conference on Decision and Control (CDC).

Azhmyakov, V., Castano, N., Arango, J.P., Graczyk, P., Murillo, F.H.S.(2017). On the minimax robust Kalman Filter: A bounded estimation resources approach . 2017 IEEE 3rd Colombian Conference on Automatic Control, CCAC 2017 - Conference Proceedings. 2018-January. p. 1-6.

Vadim Azhmyakov, Erik I. Verriest(2017). Advances in optimal control of differential systems with the state suprema . 2017 IEEE 56th Annual Conference on Decision and Control (CDC). {IEEE}

Verriest, E.I., Azhmyakov, V.(2017). Advances in optimal control of differential systems with the state suprema . 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. 2018-January. p. 739-744.

Vadim Azhmyakov, Erik I. Vemest, Luz A. Guzman Trujillo, Patricia A. Valenzuela, Erik I. Vemest, Luz A. Guzman Trujillo, Patricia A. Valenzuela(2017). Optimization of affine dynamic systems evolving with state suprema: New perspectives in maximum power point tracking control . 2017 IEEE 3rd Colombian Conference on Automatic Control (CCAC).

V. Azhmyakov, R. Juarez, S. K. Gadi, L.A. Guzman Trujillo(2016). Attractive ellipsoids based robust control design of switched systems: A geometrical approach . 2016 13th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE). Institute of Electrical and Electronics Engineers ({IEEE})

R. Juarez, V. Azhmyakov, S. K. Gadi, F. G. Salas(2016). Robust control for a class of continuous dynamical system governed by semi-explicit DAE with data-sample outputs . 2016 13th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE). Institute of Electrical and Electronics Engineers ({IEEE})

Vadim Azhmyakov, Moises Bonilla, Stefan Pickl, Luz Adriana Guzman Trujillo(2016). Constructive approximations of the Zeno dynamics in affine switched systems: The projection based approach . 2016 American Control Conference (ACC). Institute of Electrical and Electronics Engineers ({IEEE})

Vadim Azhmyakov, Moises Bonilla, Stefan Pickl, Luz Adriana Guzman Trujillo, Moises Bonilla, Stefan Pickl, Luz Adriana Guzman Trujillo(2016). Constructive approximations of the Zeno dynamics in affine switched systems: The projection based approach . 2016 American Control Conference (ACC).

Azhmyakov, V., Bonilla, M., Pickl, S., Trujillo, L.A.G., Azhmyakov, V., Bonilla, M., Pickl, S., Trujillo, L.A.G.(2016). Constructive approximations of the Zeno dynamics in affine switched systems: The projection based approach . Proceedings of the American Control Conference. 2016-July. p. 5175-5180.

Vadim Azhmyakov, Aftab Ahmed, Erik I. Verriest(2016). On the optimal control of systems evolving with state suprema . 2016 IEEE 55th Conference on Decision and Control (CDC). Institute of Electrical and Electronics Engineers ({IEEE})

Azhmyakov, V., Ahmed, A., Verriest, E.I., Azhmyakov, V., Ahmed, A., Verriest, E.I.(2016). On the optimal control of systems evolving with state suprema . 2016 IEEE 55th Conference on Decision and Control, CDC 2016. p. 3617-3623.

Azhmyakov, V., Fernández-Gutiérrez, J.P., Gadi, S.K., Pickl, S., Azhmyakov, V., Fernández-Gutiérrez, J.P., Gadi, S.K., Pickl, S.(2016). A Novel Numerical Approach to the MCLP Based Resilent Supply Chain Optimization . IFAC-PapersOnLine. 49. (31). p. 137-142.

Azhmyakov, V., Juarez, R., Gadi, S.K., Guzman Trujillo, L.A., Azhmyakov, V., Juarez, R., Gadi, S.K., Guzman Trujillo, L.A.(2016). Attractive ellipsoids based robust control design of switched systems: A geometrical approach . 2016 13th International Conference on Electrical Engineering,Computing Science and Automatic Control, CCE 2016.

Juarez, R., Azhmyakov, V., Gadi, S.K., Salas, F.G., Juarez, R., Azhmyakov, V., Gadi, S.K., Salas, F.G.(2016). Robust control for a class of continuous dynamical system governed by semi-explicit DAE with data-sample outputs . 2016 13th International Conference on Electrical Engineering,Computing Science and Automatic Control, CCE 2016.

R. Juarez, V. Azhmyakov, S. K. Gadi, F. G. Salas, R. Juarez, V. Azhmyakov, S. K. Gadi, F. G. Salas(2016). Robust control for a class of continuous dynamical system governed by semi-explicit DAE with data-sample outputs . 2016 13th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

V. Azhmyakov, R. Juarez, S. K. Gadi, L.A. Guzman Trujillo, V. Azhmyakov, R. Juarez, S. K. Gadi, L.A. Guzman Trujillo(2016). Attractive ellipsoids based robust control design of switched systems: A geometrical approach . 2016 13th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

Azhmyakov, V., Shamsi, M., Trujillo, L.A.G., Rojas, J.H.C., Azhmyakov, V., Shamsi, M., Trujillo, L.A.G., Rojas, J.H.C.(2016). A robust pseudo-spectral method for a class of optimal control problems . IFAC-PapersOnLine. 28. (14). p. 253-258.

Vadim Azhmyakov, Aftab Ahmed, Erik I. Verriest, Aftab Ahmed, Erik I. Verriest(2016). On the optimal control of systems evolving with state suprema . 2016 IEEE 55th Conference on Decision and Control (CDC).

Vadim Azhmyakov, Moises Bonilla, Michel Malabre(2015). Decoupling of internal variable structure for a class of switched systems . 2015 European Control Conference (ECC). Institute of Electrical and Electronics Engineers ({IEEE})

Vadim Azhmyakov, Javier Cabrera Martinez, Alexander Poznyak, Ruthber Rodriguez Serrezuela(2015). Optimization of a class of nonlinear switched systems with fixed-levels control inputs . 2015 American Control Conference (ACC). Institute of Electrical and Electronics Engineers ({IEEE})

Bonilla, M., Malabre, M., Azhmyakov, V., Bonilla, M., Malabre, M., Azhmyakov, V.(2015). Decoupling of internal variable structure for a class of switched systems . 2015 European Control Conference, ECC 2015. p. 1896-1901.

Azhmyakov, V., Shamsi, M., Trujillo, L.A.G., Rojas, J.H.C., Azhmyakov, V., Shamsi, M., Trujillo, L.A.G., Rojas, J.H.C.(2015). A robust pseudo-spectral method for a class of optimal control problems . IFAC-PapersOnLine. 28. (14). p. 253-258.

Azhmyakov, V., Juarez, R., Pickl, St., Azhmyakov, V., Juarez, R., Pickl, St.(2015). On the local convexity of singular optimal control problems associated with the switched-mode dynamic systems . IFAC-PapersOnLine. 28. (25). p. 271-276.

Vadim Azhmyakov, Moises Bonilla, Michel Malabre, Moises Bonilla, Michel Malabre(2015). Decoupling of internal variable structure for a class of switched systems . 2015 European Control Conference (ECC).

Azhmyakov, V., Juarez, R., Azhmyakov, V., Juarez, R.(2015). On the Projected Gradient Methods for Switched - Mode Systems Optimization . IFAC-PapersOnLine. 48. (27). p. 181-186.

Azhmyakov, V., Martinez, J.C., Poznyak, A., Serrezuela, R.R., Azhmyakov, V., Martinez, J.C., Poznyak, A., Serrezuela, R.R.(2015). Optimization of a class of nonlinear switched systems with fixed-levels control inputs . Proceedings of the American Control Conference. 2015-July. p. 1770-1775.

Vadim Azhmyakov, Javier Cabrera Martinez, Alexander Poznyak, Ruthber Rodriguez Serrezuela, Javier Cabrera Martinez, Alexander Poznyak, Ruthber Rodriguez Serrezuela(2015). Optimization of a class of nonlinear switched systems with fixed-levels control inputs . 2015 American Control Conference (ACC).

V. Azhmyakov, R. R. Serrezuela, L. A. Guzman Trujillo(2014). Approximations based optimal control design for a class of switched dynamic systems . IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society. Institute of Electrical and Electronics Engineers ({IEEE})

Vadim Azhmyakov, Moises Bonilla, Nohemi Alvarez, Michel Malabre(2014). Internal stability of a class of switched systems designed by implicit control techniques . 2014 European Control Conference (ECC). Institute of Electrical and Electronics Engineers ({IEEE})

Azhmyakov, V., Serrezuela, R.R., Trujillo, L.A.G., Azhmyakov, V., Serrezuela, R.R., Trujillo, L.A.G.(2014). Approximations based optimal control design for a class of switched dynamic systems . IECON Proceedings (Industrial Electronics Conference). 40th Annual Conference of the IEEE Industrial Electronics Society, IECON 2014. p. 90-95.

V. Azhmyakov, R. R. Serrezuela, L. A. Guzman Trujillo, V. Azhmyakov, R. R. Serrezuela, L. A. Guzman Trujillo(2014). Approximations based optimal control design for a class of switched dynamic systems . IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society.

Bonilla, M., Alvarez, N., Malabre, M., Azhmyakov, V., Bonilla, M., Alvarez, N., Malabre, M., Azhmyakov, V.(2014). Internal stability of a class of switched systems designed by implicit control techniques . 2014 European Control Conference, ECC 2014. p. 2254-2259.

Azhmyakov, V., Basin, M., Reincke-Collon, C., Azhmyakov, V., Basin, M., Reincke-Collon, C.(2014). Optimal LQ-type switched control design for a class of linear systems with piecewise constant inputs . IFAC Proceedings Volumes (IFAC-PapersOnline). 19. p. 6976-6981.

Vadim Azhmyakov, Moises Bonilla, Nohemi Alvarez, Michel Malabre, Moises Bonilla, Nohemi Alvarez, Michel Malabre(2014). Internal stability of a class of switched systems designed by implicit control techniques . 2014 European Control Conference (ECC).

Vadim Azhmyakov, Javier Cabrera Martinez(2013). Optimal switched-type control design for a class of nonlinear systems . 2013 IEEE International Conference on Automation Science and Engineering (CASE). Institute of Electrical and Electronics Engineers ({IEEE})

Martinez, J.C., Azhmyakov, V., Martinez, J.C., Azhmyakov, V.(2013). Optimal switched-type control design for a class of nonlinear systems . IEEE International Conference on Automation Science and Engineering. p. 1069-1074.

Vadim Azhmyakov, Javier Cabrera Martinez, Javier Cabrera Martinez(2013). Optimal switched-type control design for a class of nonlinear systems . 2013 IEEE International Conference on Automation Science and Engineering (CASE).

Vadim Azhmyakov, Michael Basin, Arturo Enrique Gil Garcia(2012). A general approach to optimal control processes associated with a class of discontinuous control systems: Applications to the sliding mode dynamics . 2012 IEEE International Conference on Control Applications. Institute of Electrical and Electronics Engineers ({IEEE})

Vadim Azhmyakov, Manuel Mera, Alex Poznyak, Andrey Polyakov(2012). A robust dynamic controller for a class of nonlinear systems with sample-data outputs . 2012 9th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE). Institute of Electrical and Electronics Engineers ({IEEE})

C. Perez, A. Poznyak, V. Azhmyakov(2012). On the practical stability for a class of switched system . 2012 9th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE). Institute of Electrical and Electronics Engineers ({IEEE})

A. E. Gil Garcia, V. Azhmyakov, M. V. Basin(2012). Optimization of hybrid mechanical systems . 2012 9th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE). Institute of Electrical and Electronics Engineers ({IEEE})

R. Juarez, V. Azhmyakov, A. Poznyak(2012). Practical stability of control processes governed by semi-explicit DAEs . 2012 9th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE). Institute of Electrical and Electronics Engineers ({IEEE})

V. Azhmyakov, A. Poznyak(2012). A variational characterization of the sliding mode control processes . 2012 American Control Conference (ACC). Institute of Electrical and Electronics Engineers ({IEEE})

Azhmyakov, V., Basin, M., Gil Garcia, A.E., Azhmyakov, V., Basin, M., Gil Garcia, A.E.(2012). A general approach to optimal control processes associated with a class of discontinuous control systems: Applications to the sliding mode dynamics . Proceedings of the IEEE International Conference on Control Applications. p. 1154-1159.

Vadim Azhmyakov, Michael Basin, Arturo Enrique Gil Garcia, Michael Basin, Arturo Enrique Gil Garcia(2012). A general approach to optimal control processes associated with a class of discontinuous control systems: Applications to the sliding mode dynamics . 2012 IEEE International Conference on Control Applications.

Mera, M., Poznyak, A., Azhmyakov, V., Polyakov, A., Mera, M., Poznyak, A., Azhmyakov, V., Polyakov, A.(2012). A robust dynamic controller for a class of nonlinear systems with sample-data outputs . CCE 2012 - 2012 9th International Conference on Electrical Engineering, Computing Science and Automatic Control.

V. Azhmyakov, A. Poznyak, V. Azhmyakov, A. Poznyak(2012). A variational characterization of the sliding mode control processes . 2012 American Control Conference (ACC).

Juarez, R., Azhmyakov, V., Poznyak, A., Juarez, R., Azhmyakov, V., Poznyak, A.(2012). Practical stability of control processes governed by semi-explicit DAEs . CCE 2012 - 2012 9th International Conference on Electrical Engineering, Computing Science and Automatic Control.

R. Juarez, V. Azhmyakov, A. Poznyak, R. Juarez, V. Azhmyakov, A. Poznyak(2012). Practical stability of control processes governed by semi-explicit DAEs . 2012 9th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

A. E. Gil Garcia, V. Azhmyakov, M. V. Basin, A. E. Gil Garcia, V. Azhmyakov, M. V. Basin(2012). Optimization of hybrid mechanical systems . 2012 9th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

Garcia, A.E.G., Azhmyakov, V., Basin, M.V., Garcia, A.E.G., Azhmyakov, V., Basin, M.V.(2012). Optimization of hybrid mechanical systems . CCE 2012 - 2012 9th International Conference on Electrical Engineering, Computing Science and Automatic Control.

Perez, C., Poznyak, A., Azhmyakov, V., Perez, C., Poznyak, A., Azhmyakov, V.(2012). On the practical stability for a class of switched system . CCE 2012 - 2012 9th International Conference on Electrical Engineering, Computing Science and Automatic Control.

C. Perez, A. Poznyak, V. Azhmyakov, C. Perez, A. Poznyak, V. Azhmyakov(2012). On the practical stability for a class of switched system . 2012 9th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

Azhmyakov, V., Poznyak, A., Azhmyakov, V., Poznyak, A.(2012). A variational characterization of the sliding mode control processes . Proceedings of the American Control Conference. p. 5383-5388.

Azhmyakov, V., Miranda Villatoro, F.A., Azhmyakov, V., Miranda Villatoro, F.A.(2012). Approximability and variational description of the Zeno behavior in affine switched systems . IFAC Proceedings Volumes (IFAC-PapersOnline). 45. (9). p. 307-312.

Azhmyakov, V., Poznyak, A., Azhmyakov, V., Poznyak, A.(2012). A variational characterization of the sliding mode control processes . Proceedings of the American Control Conference. p. 5383-5388.

Vadim Azhmyakov, Manuel Mera, Alex Poznyak, Andrey Polyakov, Manuel Mera, Alex Poznyak, Andrey Polyakov(2012). A robust dynamic controller for a class of nonlinear systems with sample-data outputs . 2012 9th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

R. Juarez, A. S. Poznyak, V. Azhmyakov(2011). On applications of Attractive Ellipsoid Method to dynamic processes governed by implicit differential equations . 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control. Institute of Electrical and Electronics Engineers ({IEEE})

R. Galvan-Guerra, V. Azhmyakov, M. Egerstedt(2011). Optimization of multiagent systems with increasing state dimensions: Hybrid LQ approach . Proceedings of the 2011 American Control Conference. Institute of Electrical and Electronics Engineers ({IEEE})

Azhmyakov, V., Basin, M., Azhmyakov, V., Basin, M.(2011). The proximal point approach to optimal control of affine switched systems . IFAC Proceedings Volumes (IFAC-PapersOnline). 18. (PART 1). p. 10249-10254.

R. Galvan-Guerra, V. Azhmyakov, M. Egerstedt, R. Galvan-Guerra, V. Azhmyakov, M. Egerstedt(2011). Optimization of multiagent systems with increasing state dimensions: Hybrid LQ approach . Proceedings of the 2011 American Control Conference.

Juarez, R., Poznyak, A.S., Azhmyakov, V., Juarez, R., Poznyak, A.S., Azhmyakov, V.(2011). On applications of attractive ellipsoid method to dynamic processes governed by implicit differential equations . CCE 2011 - 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, Program and Abstract Book.

R. Juarez, A. S. Poznyak, V. Azhmyakov, R. Juarez, A. S. Poznyak, V. Azhmyakov(2011). On applications of Attractive Ellipsoid Method to dynamic processes governed by implicit differential equations . 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control.

Azhmyakov, V., Azhmyakov, V.(2011). On the geometric aspects of the invariant ellipsoid method: Application to the robust control design . Proceedings of the IEEE Conference on Decision and Control. p. 1353-1358.

Vadim Azhmyakov(2011). On the geometric aspects of the invariant ellipsoid method: Application to the robust control design . IEEE Conference on Decision and Control and European Control Conference. Institute of Electrical and Electronics Engineers ({IEEE})

Mera, M., Poznyak, A., Azhmyakov, V., Mera, M., Poznyak, A., Azhmyakov, V.(2011). On the robust control design for a class of continuous-time dynamical systems with a sample-data output . IFAC Proceedings Volumes (IFAC-PapersOnline). 18. (PART 1). p. 5819-5824.

Galván-Guerra, R., Azhmyakov, V., Egerstedt, M., Galván-Guerra, R., Azhmyakov, V., Egerstedt, M.(2011). Optimization of multiagent systems with increasing state dimensions: Hybrid LQ approach . Proceedings of the American Control Conference. p. 881-887.

Vadim Azhmyakov, Rosalba Galvan-Guerra, Juan-Eduardo Velazquez-Velazquez(2010). Explicit switching times and locations detection for linear hybrid systems . 2010 7th International Conference on Electrical Engineering Computing Science and Automatic Control. Institute of Electrical and Electronics Engineers ({IEEE})

Vadim Azhmyakov(2010). Optimal control of sliding mode processes: A general approach . 2010 11th International Workshop on Variable Structure Systems (VSS). Institute of Electrical and Electronics Engineers ({IEEE})

V Azhmyakov, R Galvan-Guerra, M Egerstedt(2010). On the LQ-based optimization techniques for impulsive hybrid control systems . Proceedings of the 2010 American Control Conference. Institute of Electrical and Electronics Engineers ({IEEE})

V. Azhmyakov, J. Raisch, R. Velazquez(2010). An application of the proximal point algorithm to optimal control of affine switched systems . 2010 IEEE International Conference on Industrial Technology. Institute of Electrical and Electronics Engineers ({IEEE})

R. Galvan-Guerra, V. Azhmyakov(2010). Hybrid LQ optimization of linear network based systems . 2010 IEEE International Conference on Industrial Technology. Institute of Electrical and Electronics Engineers ({IEEE})

V. Azhmyakov, R. A. Garrido Moctezuma, A. E. Gil Garia(2010). Optimization of hybrid mechanical systems . 2010 IEEE International Conference on Industrial Technology. Institute of Electrical and Electronics Engineers ({IEEE})

Azhmyakov, V., Raisch, J., Velázquez, R., Azhmyakov, V., Raisch, J., Velázquez, R.(2010). An application of the proximal point algorithm to optimal control of affine switched systems . Proceedings of the IEEE International Conference on Industrial Technology. p. 1753-1758.

V. Azhmyakov, J. Raisch, R. Velazquez, V. Azhmyakov, J. Raisch, R. Velazquez(2010). An application of the proximal point algorithm to optimal control of affine switched systems . 2010 IEEE International Conference on Industrial Technology.

Galván-Guerra, R., Velázquez-Velázquez, J.-E., Azhmyakov, V., Galván-Guerra, R., Velázquez-Velázquez, J.-E., Azhmyakov, V.(2010). Explicit switching times and locations detection for linear hybrid systems . Program and Abstract Book - 2010 7th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2010. p. 134-139.

V Azhmyakov, R Galvan-Guerra, M Egerstedt, V Azhmyakov, R Galvan-Guerra, M Egerstedt(2010). On the LQ-based optimization techniques for impulsive hybrid control systems . Proceedings of the 2010 American Control Conference.

Galván-Guerra, R., Azhmyakov, V., Galván-Guerra, R., Azhmyakov, V.(2010). Hybrid LQ optimization of linear network based systems . Proceedings of the IEEE International Conference on Industrial Technology. p. 1759-1764.

R. Galvan-Guerra, V. Azhmyakov, R. Galvan-Guerra, V. Azhmyakov(2010). Hybrid LQ optimization of linear network based systems . 2010 IEEE International Conference on Industrial Technology.

Azhmyakov, V., Velazquez, R., Galvan-Guerra, R., Azhmyakov, V., Velazquez, R., Galvan-Guerra, R.(2010). Numerically stable approximations of optimal control processes associated with a class of switched systems . IFAC Proceedings Volumes (IFAC-PapersOnline). 10. (PART 1). p. 41-46.

Azhmyakov, V., Galván-Guerra, R., Egerstedt, M., Azhmyakov, V., Galván-Guerra, R., Egerstedt, M.(2010). On the LQ-based optimization techniques for impulsive hybrid control systems . Proceedings of the 2010 American Control Conference, ACC 2010. p. 129-135.

Azhmyakov, V., Azhmyakov, V.(2010). Optimal control of sliding mode processes: A general approach . Proceedings of the 2010 11th International Workshop on Variable Structure Systems, VSS 2010. p. 504-509.

V. Azhmyakov, R. A. Garrido Moctezuma, A. E. Gil Garia, V. Azhmyakov, R. A. Garrido Moctezuma, A. E. Gil Garia(2010). Optimization of hybrid mechanical systems . 2010 IEEE International Conference on Industrial Technology.

Azhmyakov, V., Garrido Moctezuma, R.A., Gil Garcia, A.E., Azhmyakov, V., Garrido Moctezuma, R.A., Gil Garcia, A.E.(2010). Optimization of hybrid mechanical systems . Proceedings of the IEEE International Conference on Industrial Technology. p. 1765-1770.

Vadim Azhmyakov(2010). Optimal control of sliding mode processes: A general approach . 2010 11th International Workshop on Variable Structure Systems (VSS).

Azhmyakov, V., Garrido Moctezuma, R.A., Gil García, A.E., Azhmyakov, V., Garrido Moctezuma, R.A., Gil García, A.E.(2010). Optimization of hybrid mechanical systems . Proceedings of the IEEE International Conference on Industrial Technology. p. 1765-1770.

Vadim Azhmyakov, Rosalba Galvan-Guerra, Juan-Eduardo Velazquez-Velazquez, Rosalba Galvan-Guerra, Juan-Eduardo Velazquez-Velazquez(2010). Explicit switching times and locations detection for linear hybrid systems . 2010 7th International Conference on Electrical Engineering Computing Science and Automatic Control.

O. Gonzalez, A. Poznyak, V. Azhmyakov(2009). On the robust control design for a class of nonlinear affine control systems: The invariant ellipsoid approach . 2009 6th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE). Institute of Electrical and Electronics Engineers ({IEEE})

M. Mera, A. Poznyak, V. Azhmyakov, E. Fridman(2009). Robust control for a class of continuous-time dynamical systems with sample-data outputs . 2009 6th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE). Institute of Electrical and Electronics Engineers ({IEEE})

R. Galvan-Guerra, V. Azhmyakov, J.E. Velazquez-Velazquez, A. Poznyak(2009). An approach to optimization of linear networked systems based on the hybrid LQ methodology . 2009 6th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE). Institute of Electrical and Electronics Engineers ({IEEE})

Vadim Azhmyakov, Rubén Velazquez(2009). An Application of the Proximal Point Algorithm to Optimal Control Problems with Constraints . 2009 Electronics, Robotics and Automotive Mechanics Conference (CERMA). Institute of Electrical and Electronics Engineers ({IEEE})

Azhmyakov, V., Velázquez, R., Azhmyakov, V., Velázquez, R.(2009). An application of the proximal point algorithm to optimal control problems with constraints . CERMA 2009 - Electronics Robotics and Automotive Mechanics Conference. p. 319-325.

Vadim Azhmyakov, Rubén Velazquez, Rubén Velazquez(2009). An Application of the Proximal Point Algorithm to Optimal Control Problems with Constraints . 2009 Electronics, Robotics and Automotive Mechanics Conference (CERMA).

Galvan-Guerra, R., Azhmyakov, V., Velázquez-Velázquez, J.E., Poznyak, A., Galvan-Guerra, R., Azhmyakov, V., Velázquez-Velázquez, J.E., Poznyak, A.(2009). An approach to optimization of linear networked systems based on the hybrid LQ methodology . 2009 6th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2009.

R. Galvan-Guerra, V. Azhmyakov, J.E. Velazquez-Velazquez, A. Poznyak, R. Galvan-Guerra, V. Azhmyakov, J.E. Velazquez-Velazquez, A. Poznyak(2009). An approach to optimization of linear networked systems based on the hybrid LQ methodology . 2009 6th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

Azhmyakov, V., Egerstedt, M., Fridman, L., Poznyak, A., Azhmyakov, V., Egerstedt, M., Fridman, L., Poznyak, A.(2009). Continuity properties of nonlinear affine control systems: Applications to hybrid and sliding mode dynamics . IFAC Proceedings Volumes (IFAC-PapersOnline). 3. (PART 1). p. 204-209.

Azhmyakov, V., Galvan-Guerra, R., Egerstedt, M., Azhmyakov, V., Galvan-Guerra, R., Egerstedt, M.(2009). Hybrid LQ-optimization using dynamic programming . Proceedings of the American Control Conference. p. 3617-3623.

V. Azhmyakov, R. Galvan-Guerra, M. Egerstedt(2009). Hybrid LQ-optimization using dynamic programming . 2009 American Control Conference. Institute of Electrical and Electronics Engineers ({IEEE})

Azhmyakov, V., Galvan-Guerra, R., Velazquez Cuevas, R., Poznyak, A.S., Azhmyakov, V., Galvan-Guerra, R., Velazquez Cuevas, R., Poznyak, A.S.(2009). On the optimal design of linear networked systems . IFAC Proceedings Volumes (IFAC-PapersOnline). 2. (PART 1). p. 239-244.

M. Mera, A. Poznyak, V. Azhmyakov, E. Fridman, M. Mera, A. Poznyak, V. Azhmyakov, E. Fridman(2009). Robust control for a class of continuous-time dynamical systems with sample-data outputs . 2009 6th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

Mera, M., Poznyak, A., Azhmyakov, V., Fridman, E., Mera, M., Poznyak, A., Azhmyakov, V., Fridman, E.(2009). Robust control for a class of continuous-time dynamical systems with sample-data outputs . 2009 6th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2009.

Gonzalez, O., Poznyak, A., Azhmyakov, V., Gonzalez, O., Poznyak, A., Azhmyakov, V.(2009). On the robust control design for a class of nonlinear affine control systems: The invariant ellipsoid approach . 2009 6th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2009.

O. Gonzalez, A. Poznyak, V. Azhmyakov, O. Gonzalez, A. Poznyak, V. Azhmyakov(2009). On the robust control design for a class of nonlinear affine control systems: The invariant ellipsoid approach . 2009 6th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

R. Galvan-Guerra, V. Azhmyakov(2008). Relationship between dynamic programming and the Maximum Principle for impulsive hybrid LQ optimal control problems . 2008 5th International Conference on Electrical Engineering, Computing Science and Automatic Control. Institute of Electrical and Electronics Engineers ({IEEE})

V. Azhmyakov, V.G. Boltyanski, A.S. Poznyak(2008). On the Dynamic Programming approach to multi-model robust optimal control problems . 2008 American Control Conference. Institute of Electrical and Electronics Engineers ({IEEE})

V. Azhmyakov, V.G. Boltyanski, A. Poznyak(2008). first order optimization techniques for impulsive hybrid dynamical systems . 2008 International Workshop on Variable Structure Systems. Institute of Electrical and Electronics Engineers ({IEEE})

Azhmyakov, V., Boltyanski, V.G., Poznyak, A., Azhmyakov, V., Boltyanski, V.G., Poznyak, A.(2008). First order optimization techniques for impulsive hybrid dynamical systems . IEEE 10th International Workshop on Variable Structure Systems, VSS'08. p. 173-178.

V. Azhmyakov, V.G. Boltyanski, A. Poznyak, V. Azhmyakov, V.G. Boltyanski, A. Poznyak(2008). first order optimization techniques for impulsive hybrid dynamical systems . 2008 International Workshop on Variable Structure Systems.

Azhmyakov, V., Boltyanski, V.G., Poznyak, A.S., Azhmyakov, V., Boltyanski, V.G., Poznyak, A.S.(2008). On the dynamic programming approach to multi-model robust optimal control problems . Proceedings of the American Control Conference. p. 4468-4473.

V. Azhmyakov, V.G. Boltyanski, A.S. Poznyak, V. Azhmyakov, V.G. Boltyanski, A.S. Poznyak(2008). On the Dynamic Programming approach to multi-model robust optimal control problems . 2008 American Control Conference.

Azhmyakov, V., Attia, S.A., Raisch, J., Azhmyakov, V., Attia, S.A., Raisch, J.(2008). On the maximum principle for impulsive hybrid systems . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4981 LNCS. p. 30-42.

R. Galvan-Guerra, V. Azhmyakov, R. Galvan-Guerra, V. Azhmyakov(2008). Relationship between dynamic programming and the Maximum Principle for impulsive hybrid LQ optimal control problems . 2008 5th International Conference on Electrical Engineering, Computing Science and Automatic Control.

Galvan-Guerra, R., Azhmyakov, V., Galvan-Guerra, R., Azhmyakov, V.(2008). Relationship between dynamic programming and the maximum principle for impulsive hybrid LQ optimal control problems . 2008 5th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2008. p. 131-136.

S.A. Attia, V. Azhmyakov, J. Raisch(2007). State Jump Optimization for a Class of Hybrid Autonomous Systems . 2007 IEEE 22nd International Symposium on Intelligent Control. {CrossRef} Test Account

S.A. Attia, V. Azhmyakov, J. Raisch(2007). State Jump Optimization for a Class of Hybrid Autonomous Systems . 2007 IEEE International Conference on Control Applications. Institute of Electrical and Electronics Engineers ({IEEE})

V. Azhmyakov(2007). A computational approach to optimization of controlled mechanical systems . 2007 Mediterranean Conference on Control & Automation. Institute of Electrical and Electronics Engineers ({IEEE})

V. Azhmyakov, V. Azhmyakov(2007). A computational approach to optimization of controlled mechanical systems . 2007 Mediterranean Conference on Control & Automation.

Azhmyakov, V., Attia, S.A., Gromov, D., Raisch, J., Azhmyakov, V., Attia, S.A., Gromov, D., Raisch, J.(2007). Necessary optimality conditions for a class of hybrid optimal control problems . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4416 LNCS. p. 637-640.

Azhmyakov, V., Azhmyakov, V.(2007). A computational approach to optimization of controlled mechanical systems . 2007 Mediterranean Conference on Control and Automation, MED.

S.A. Attia, V. Azhmyakov, J. Raisch, S.A. Attia, V. Azhmyakov, J. Raisch(2007). State Jump Optimization for a Class of Hybrid Autonomous Systems . 2007 IEEE 22nd International Symposium on Intelligent Control.

Attia, S.A., Azhmyakov, V., Raisch, J., Attia, S.A., Azhmyakov, V., Raisch, J.(2007). State jump optimization for a class of hybrid autonomous systems . Proceedings of the IEEE International Conference on Control Applications. p. 1408-1413.

Azhmyakov, V., Flockerzi, D., Raisch, J., Azhmyakov, V., Flockerzi, D., Raisch, J.(2007). On convexity of reachable sets for nonlinear control systems . 2007 European Control Conference, ECC 2007. p. 3275-3280.

Azhmyakov, V., Raisch, J., Azhmyakov, V., Raisch, J.(2006). A gradient-based approach to a class of hybrid optimal control problems . IFAC Proceedings Volumes (IFAC-PapersOnline). 2. (PART 1). p. 89-94.

OTHER

R. Juarez Del Toro, V. Azhmyakov, M. A. Corrales Astorga, C. Borrego Salcido(2022). Robust Stabilization for a Class of Descriptor Systems under Input Delays: The Attractive Invariant Ellipsoid Approach . 2022 International Conference on Engineering and Emerging Technologies (ICEET). {IEEE}

Vadim Azhmyakov, Moises Bonilla, Luz Adriana Guzman Trujillo, Sebastien Lahaye, Nicolas Delanoue (2022). Application of the Projected Dynamics to Hybrid Systems and to the Sliding Mode Control Processes . Lecture Notes in Control and Information Sciences - Proceedings.

N. A. Aguillon, M. Bonilla, S. Salazar, M. Malabre, V. Azhmyakov (2021). On the Take-Off of a Single-Wing Quadrotor . 2021 European Control Conference (ECC).

L.A. Blas, M. Bonilla, S. Salazar, M. Malabre, V. Azhmyakov (2021). Robust tracking scheme for an experimental quadrotor . 2021 European Control Conference (ECC).

Vadim Azhmyakov, Raymundo Juarez del Toro, Manuel Mera Hernandez, Francisco G. Salas Perez(2020). An Implicit Class of Robust Control System Characterized by a Convex-Type Matrix Constraints . 2020 17th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE). {IEEE}

Vadim Azhmyakov, Erik I. Verriest, Camilo Londono, Raymundo Juarez del Toro(2020). A Consistent Numerical Approach to a Class of Optimal Control Processes Governed by Volterra Integro-Differential Equations . 2020 59th IEEE Conference on Decision and Control (CDC). {IEEE}

Vadim Azhmyakov, Camilo Londono, Pablo Osorio, Alejandro Rojas, Maria Eugenia Puerta, Luz Adriana Guzman Trujillo(2019). Consistent Approximations of the Control - Affine Systems With Bounded Uncertainties: Application to the Controlled Lotka - Volterra Dynamics . 2019 IEEE 4th Colombian Conference on Automatic Control (CCAC). {IEEE}

L.A. Blas, M. Bonilla, S. Salazar, M. Malabre, V. Azhmyakov(2019). Synthesis of a robust linear structural feedback linearization scheme for an experimental quadrotor . 2019 18th European Control Conference (ECC). {IEEE}

Vadim Azhmyakov(2019). Applications of the Relaxation-Based Approach . A Relaxation-Based Approach to Optimal Control of Hybrid and Switched Systems. p. 337--383. Elsevier

Vadim Azhmyakov(2019). Conclusion and Perspectives . A Relaxation-Based Approach to Optimal Control of Hybrid and Switched Systems. p. 385--393. Elsevier

Vadim Azhmyakov(2019). Introduction and Motivation . A Relaxation-Based Approach to Optimal Control of Hybrid and Switched Systems. p. 1--14. Elsevier

Vadim Azhmyakov(2019). Convex Programming . A Relaxation-Based Approach to Optimal Control of Hybrid and Switched Systems. p. 49--85. Elsevier

Vadim Azhmyakov(2019). Mathematical Background . A Relaxation-Based Approach to Optimal Control of Hybrid and Switched Systems. p. 15--47. Elsevier

Vadim Azhmyakov(2019). Numerically Tractable Relaxation Schemes for Optimal Control of Hybrid and Switched Systems . A Relaxation-Based Approach to Optimal Control of Hybrid and Switched Systems. p. 271--335. Elsevier

Vadim Azhmyakov, Magnus Egerstedt, Erik I. Verriest(2019). On the Optimal Control of Volterra Integro-Differential Equations . 2019 IEEE 58th Conference on Decision and Control (CDC). {IEEE}

Vadim Azhmyakov(2019). Optimal Control of Hybrid and Switched Systems . A Relaxation-Based Approach to Optimal Control of Hybrid and Switched Systems. p. 181--269. Elsevier

Vadim Azhmyakov(2019). Relaxation Schemes in Conventional Optimal Control and Optimization Theory . A Relaxation-Based Approach to Optimal Control of Hybrid and Switched Systems. p. 127--179. Elsevier

Vadim Azhmyakov(2019). Short Course in Continuous Time Dynamic Systems and Control . A Relaxation-Based Approach to Optimal Control of Hybrid and Switched Systems. p. 87--126. Elsevier

Vadim Azhmyakov, Ruthber Rodríguez Serrezuela, Jorge Luis Aroca Trujillo, Roberto Sagaro Zamora (2018). Start-Up of a PID Fuzzy Logic-Embedded Control System for the Speed of a DC Motor Using LabVIEW . OpenAlex.

Vadim Azhmyakov, Ruthber Rodriguez Serrezuela, Jorge Luis Aroca Trujillo, Roberto Sagaro Zamora(2018). Start-Up of a PID Fuzzy Logic-Embedded Control System for the Speed of a DC Motor Using LabVIEW . Electric Machines for Smart Grids Applications - Design, Simulation and Control. {IntechOpen}

Azhmyakov, Vadim, Poznyak, Alexander, Polyakov, Andrey, SpringerLink (Online service),, Poznyak, Alexander, Polyakov, Andrey, SpringerLink (Online service)(2014). Attractive Ellipsoids in Robust Control. Systems &amp; Control: Foundations &amp; Applications,. p. XXI, 348 p. 65 illus., 39 illus. in color..

Azhmyakov, Vadim, Poznyak, Alexander, Polyakov, Andrey, SpringerLink (Online service),, Poznyak, Alexander, Polyakov, Andrey, SpringerLink (Online service)(2014). Attractive Ellipsoids in Robust Control. Systems & Control: Foundations & Applications,. p. XXI, 348 p. 65 illus., 39 illus. in color..

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov(2014). Attractive Ellipsoid Method with Adaptation . Attractive Ellipsoids in Robust Control. p. 295--338. Springer Nature

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov, Alexander Poznyak, Andrey Polyakov(2014). Attractive Ellipsoid Method with Adaptation . Attractive Ellipsoids in Robust Control. p. 295--338.

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov(2014). Bounded Robust Control . Attractive Ellipsoids in Robust Control. p. 267--294. Springer Nature

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov(2014). Attractive Ellipsoids in Sliding Mode Control . Attractive Ellipsoids in Robust Control. p. 163--185. Springer Nature

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov, Alexander Poznyak, Andrey Polyakov(2014). Attractive Ellipsoids in Sliding Mode Control . Attractive Ellipsoids in Robust Control. p. 163--185.

Azhmyakov, Vadim, Poznyak, Alexander, Polyakov, Andrey, SpringerLink (Online service),, Poznyak, Alexander, Polyakov, Andrey, SpringerLink (Online service)(2014). Attractive Ellipsoids in Robust Control. Systems & Control: Foundations & Applications,. p. XXI, 348 p. 65 illus., 39 illus. in color..

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov(2014). Control with Sample-Data Measurements . Attractive Ellipsoids in Robust Control. p. 97--122. Springer Nature

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov, Alexander Poznyak, Andrey Polyakov(2014). Control with Sample-Data Measurements . Attractive Ellipsoids in Robust Control. p. 97--122.

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov, Alexander Poznyak, Andrey Polyakov(2014). Bounded Robust Control . Attractive Ellipsoids in Robust Control. p. 267--294.

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov, Alexander Poznyak, Andrey Polyakov(2014). Mathematical Background . Attractive Ellipsoids in Robust Control. p. 11--45.

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov(2014). Mathematical Background . Attractive Ellipsoids in Robust Control. p. 11--45. Springer Nature

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov(2014). Introduction . Attractive Ellipsoids in Robust Control. p. 1--10. Springer Nature

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov, Alexander Poznyak, Andrey Polyakov(2014). Introduction . Attractive Ellipsoids in Robust Control. p. 1--10.

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov(2014). Robust Control of Implicit Systems . Attractive Ellipsoids in Robust Control. p. 147--161. Springer Nature

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov, Alexander Poznyak, Andrey Polyakov(2014). Robust Control of Implicit Systems . Attractive Ellipsoids in Robust Control. p. 147--161.

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov(2014). Robust Control of Switched Systems . Attractive Ellipsoids in Robust Control. p. 225--266. Springer Nature

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov, Alexander Poznyak, Andrey Polyakov(2014). Robust Control of Switched Systems . Attractive Ellipsoids in Robust Control. p. 225--266.

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov(2014). Robust Output Feedback Control . Attractive Ellipsoids in Robust Control. p. 71--96. Springer Nature

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov, Alexander Poznyak, Andrey Polyakov(2014). Robust Output Feedback Control . Attractive Ellipsoids in Robust Control. p. 71--96.

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov(2014). Robust Stabilization of Time-Delay Systems . Attractive Ellipsoids in Robust Control. p. 187--223. Springer Nature

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov, Alexander Poznyak, Andrey Polyakov(2014). Robust Stabilization of Time-Delay Systems . Attractive Ellipsoids in Robust Control. p. 187--223.

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov(2014). Robust State Feedback Control . Attractive Ellipsoids in Robust Control. p. 47--69. Springer Nature

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov, Alexander Poznyak, Andrey Polyakov(2014). Robust State Feedback Control . Attractive Ellipsoids in Robust Control. p. 47--69.

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov, Alexander Poznyak, Andrey Polyakov(2014). Sample Data and Quantifying Output Control . Attractive Ellipsoids in Robust Control. p. 123--146.

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov(2014). Sample Data and Quantifying Output Control . Attractive Ellipsoids in Robust Control. p. 123--146. Springer Nature

Vadim Azhmyakov, Arturo Enrique Gil Garc(2012). On Optimization Techniques for a Class of Hybrid Mechanical Systems . Applications of Nonlinear Control. {InTech}

Vadim Azhmyakov, Arturo Enrique Gil Garc, Arturo Enrique Gil Garc(2012). On Optimization Techniques for a Class of Hybrid Mechanical Systems . Applications of Nonlinear Control.

Vadim Azhmyakov, Dietrich Flockerzi, Jorg Raisch(2007). On convexity of reachable sets for nonlinear control systems . 2007 European Control Conference (ECC). {IEEE}

Vadim Azhmyakov, Jörg Raisch(2006). A Gradient-Based Approach to a Class of Hybrid Optimal Control Problems . Analysis and Design of Hybrid Systems 2006. p. 89--94. Elsevier {BV}

A Gradient-Based Approach to a Class of Hybrid Optimal Control Problems @misc{RID:0117182034243-178, title = {A Gradient-Based Approach to a Class of Hybrid Optimal Control Problems}, author = {Vadim Azhmyakov and JÃ¶rg Raisch}, pages = {89--94}, month = {2006}, year = {2006} } . Analysis and Design of Hybrid Systems 2006.

Advanced Statistical Analysis of the Predicted Volatility Levels in Crypto Markets @article{Azhmyakov_2024, title={Advanced Statistical Analysis of the Predicted Volatility Levels in Crypto Markets}, url={http://dx.doi.org/10.20944/preprints202404.1838.v1}, DOI={10.20944/preprints202404.1838.v1}, publisher={MDPI AG}, author={Azhmyakov, Vadim and Shirokov, Ilya and Guzman Trujillo, Luz Adriana}, year={2024}, month=apr } .

Necessary Optimality Conditions for a Class of Hybrid Optimal Control Problems @misc{RID:0117182034245-193, title = {Necessary Optimality Conditions for a Class of Hybrid Optimal Control Problems}, author = {Vadim Azhmyakov and Sid Ahmed Attia and Dmitry Gromov and JÃ¶rg Raisch}, pages = {637--640} } . Hybrid Systems: Computation and Control.

Vadim Azhmyakov, Sid Ahmed Attia, Jörg Raisch On the Maximum Principle for Impulsive Hybrid Systems . Hybrid Systems: Computation and Control. p. 30--42. Springer Nature

On the Maximum Principle for Impulsive Hybrid Systems @misc{RID:0117182034245-194, title = {On the Maximum Principle for Impulsive Hybrid Systems}, author = {Vadim Azhmyakov and Sid Ahmed Attia and JÃ¶rg Raisch}, pages = {30--42} } . Hybrid Systems: Computation and Control.

Vadim Azhmyakov, Sid Ahmed Attia, Dmitry Gromov, Jörg Raisch Necessary Optimality Conditions for a Class of Hybrid Optimal Control Problems . Hybrid Systems: Computation and Control. p. 637--640. Springer Nature

BOOK CHAPTER

Bonilla Estrada, M., Malabre, M., Azhmyakov, V.(2020). Advances of implicit description techniques in modelling and control of switched systems . Lecture Notes in Control and Information Sciences. 482. p. 203-239.

Azhmyakov, V.(2017). On the geometry of the attractive ellipsoids method: Applications to the robust control design of switched systems . Robust Control: Systems, Theory and Analysis. p. 83-101.

Azhmyakov, V., Velez, C.M., Azhmyakov, V., Velez, C.M.(2017). The singular optimal control of switched systems . Advances in Communications and Media Research. 12. p. 127-143.

Poznyak, A., Polyakov, A., Azhmyakov, V., Poznyak, A., Polyakov, A., Azhmyakov, V.(2014). Attractive ellipsoid method with adaptation . Systems and Control: Foundations and Applications. (9783319092096). p. 295-338.

Poznyak, A., Polyakov, A., Azhmyakov, V., Poznyak, A., Polyakov, A., Azhmyakov, V.(2014). Attractive ellipsoids in robust control . Systems and Control: Foundations and Applications. (9783319092096). p. 1-348.

Poznyak, A., Polyakov, A., Azhmyakov, V., Poznyak, A., Polyakov, A., Azhmyakov, V.(2014). Attractive ellipsoids in sliding mode control . Systems and Control: Foundations and Applications. (9783319092096). p. 163-185.

Poznyak, A., Polyakov, A., Azhmyakov, V., Poznyak, A., Polyakov, A., Azhmyakov, V.(2014). Control with sample-data measurements . Systems and Control: Foundations and Applications. (9783319092096). p. 97-122.

Poznyak, A., Polyakov, A., Azhmyakov, V., Poznyak, A., Polyakov, A., Azhmyakov, V.(2014). Bounded robust control . Systems and Control: Foundations and Applications. (9783319092096). p. 267-294.

Poznyak, A., Polyakov, A., Azhmyakov, V., Poznyak, A., Polyakov, A., Azhmyakov, V.(2014). Mathematical background . Systems and Control: Foundations and Applications. (9783319092096). p. 11-45.

Poznyak, A., Polyakov, A., Azhmyakov, V., Poznyak, A., Polyakov, A., Azhmyakov, V.(2014). Introduction . Systems and Control: Foundations and Applications. (9783319092096). p. 1-10.

Poznyak, A., Polyakov, A., Azhmyakov, V., Poznyak, A., Polyakov, A., Azhmyakov, V.(2014). Robust control of implicit systems . Systems and Control: Foundations and Applications. (9783319092096). p. 147-161.

Poznyak, A., Polyakov, A., Azhmyakov, V., Poznyak, A., Polyakov, A., Azhmyakov, V.(2014). Robust control of switched systems . Systems and Control: Foundations and Applications. (9783319092096). p. 225-266.

Poznyak, A., Polyakov, A., Azhmyakov, V., Poznyak, A., Polyakov, A., Azhmyakov, V.(2014). Robust output feedback control . Systems and Control: Foundations and Applications. (9783319092096). p. 71-96.

Poznyak, A., Polyakov, A., Azhmyakov, V., Poznyak, A., Polyakov, A., Azhmyakov, V.(2014). Robust stabilization of time-delay systems . Systems and Control: Foundations and Applications. (9783319092096). p. 187-223.

Poznyak, A., Polyakov, A., Azhmyakov, V., Poznyak, A., Polyakov, A., Azhmyakov, V.(2014). Robust state feedback control . Systems and Control: Foundations and Applications. (9783319092096). p. 47-69.

Poznyak, A., Polyakov, A., Azhmyakov, V., Poznyak, A., Polyakov, A., Azhmyakov, V.(2014). Sample data and quantifying output control . Systems and Control: Foundations and Applications. (9783319092096). p. 123-146.

Azhmyakov, V., Raisch, J., Azhmyakov, V., Raisch, J.(2006). A gradient-based approach to a class of hybrid optimal control problems . Analysis and Design of Hybrid Systems 2006. p. 89-94.

BOOK

Azhmyakov, V.(2019). A Relaxation-Based Approach to Optimal Control of Hybrid and Switched Systems: A Practical Guide for Engineers . A Relaxation-Based Approach to Optimal Control of Hybrid and Switched Systems: A Practical Guide for Engineers. p. 1-419.

Azhmyakov, V., Velez, C.M., Azhmyakov, V., Velez, C.M.(2017). The singular optimal control of switched systems . Advances in Communications and Media Research. 12. p. 127-143.

Azhmyakov, V., Carvajal Rojas, J.H., Azhmyakov, V., Carvajal Rojas, J.H.(2016). Application of the attractive ellipsoid methodology to robust control design of a class of switched systems . Lecture Notes in Mechanical Engineering. p. 299-312.

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov, Alexander Poznyak, Andrey Polyakov(2014). Attractive Ellipsoids in Robust Control .

Vadim Azhmyakov, Alexander Poznyak, Andrey Polyakov(2014). Attractive Ellipsoids in Robust Control . Springer Nature

Azhmyakov, Vadim, Poznjak, Aleksandr Semenovic, Polyakov, Andrey, Poznjak, Aleksandr Semenovic, Polyakov, Andrey(2014). Attractive ellipsoids in robust control. Systems & control.

Azhmyakov, Vadim, Poznyak, Alexander, Polyakov, Andrey, SpringerLink (plataforma),, Poznyak, Alexander, Polyakov, Andrey, SpringerLink (plataforma)(2014). Attractive Ellipsoids in Robust Control recurso electrónico en línea. Systems & Control: Foundations & Applications,. p. XXI, 348 p. 65 illus., 39 illus. in color..

Azhmyakov, Vadim, Poznjak, Aleksandr Semenovic, Polyakov, Andrey, Poznjak, Aleksandr Semenovic, Polyakov, Andrey(2014). Attractive ellipsoids in robust control. Systems & control.

Poznyak, A., Polyakov, A., Azhmyakov, V., Poznyak, A., Polyakov, A., Azhmyakov, V.(2014). Preface . Systems and Control: Foundations and Applications. (9783319092096). p. vii-xi.

Azhmyakov, V., Raisch, J., Azhmyakov, V., Raisch, J.(2006). A gradient-based approach to a class of hybrid optimal control problems . Analysis and Design of Hybrid Systems 2006. p. 89-94.

Azhmyakov, Vadim(2005). Stable operators in analysis and optimization .

Numerically stable schemes for optimal control problems with constraints @book{RID:0418171516228-41, title = {Numerically stable schemes for optimal control problems with constraints}, publisher = {}, year = {}, author = {Azhmyakov, Vadim}, editor = {} }.

Numerically stable schemes for optimal control problems with constraints @book{RID:0117182034245-39, title = {Numerically stable schemes for optimal control problems with constraints}, publisher = {}, year = {}, author = {Azhmyakov, Vadim}, editor = {} }.

Numerically stable schemes for optimal control problems with constraints @book{RID:0117182034245-219, title = {Numerically stable schemes for optimal control problems with constraints}, publisher = {}, year = {}, author = {Azhmyakov, Vadim}, editor = {} }.

WORKING PAPER

On a Data-Driven Optimization Approach to the PID Based Algorithmic Trading .

level-one heading

An Expert in Optimization / Applied Statistics / Control Engineering / Mathematics for AI / Financial Math

Professor

MITS

Habilitation

University of Greifswald

PhD

Russian Academy of Sciences

IEEE Senior Member

IEEE (CSS)