Alexander S. Poznyak

发表

Adaptive policy for two finite Markov chains zero-sum stochastic game with unknown transition matrices and average payoffs

Kaddour Najim, Alexander S. Poznyak, E. Gomez, 2001, Autom..

Nonlinear System Identification: Differential Learning

Alexander S. Poznyak, Edgar N. Sanchez, Wen Yu, 2001 .

Attractive ellipsoid method controller under noised measurements for SLAM

Alexander S. Poznyak, Hussain Alazki, Eric Hernández, 2017 .

Adaptive sliding-mode controller based on the “Super-Twist” state observer for control of the Stewart platform

Alexander S. Poznyak, Sajjad Keshtkar, Eusebio E. Hernandez, 2017, Autom. Remote. Control..

Practical stability of time delay systems: LMI’s approach

Alexander S. Poznyak, Sabine Mondié, Raúl Villafuerte, 2008, 2008 47th IEEE Conference on Decision and Control.

Solving the multi-traffic signal-control problem for a class of continuous-time markov games

Alexander S. Poznyak, Julio B. Clempner, Rodrigo G. Castillo, 2015, 2015 12th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

Robust Control of Switched Systems

Alexander S. Poznyak, Andrey Polyakov, Vadim Azhmyakov, 2014 .

Continuous Neural Networks Applied to identify a class of uncertain parabolic Partial differential equations

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2010, Int. J. Model. Simul. Sci. Comput..

Adaptive Tracking for DC-Derivate Motor Based on Matrix Forgetting

Alexander S. Poznyak, José de Jesús Medel Juárez, 2001, Computación y Sistemas.

Robust Output Feedback Control

Alexander S. Poznyak, Andrey Polyakov, Vadim Azhmyakov, 2014 .

Bush‐Mosteller learning for a zero-sum repeated game with random pay-offs

Kaddour Najim, Alexander S. Poznyak, A. Poznyak, 2001, Int. J. Syst. Sci..

Practical Stability of Time-Delay Systems: LMI's Approach

Alexander S. Poznyak, Sabine Mondié, Raúl Villafuerte, 2011, Eur. J. Control.

Full-Order Observer for a Class of Nonlinear Systems With Unmatched Uncertainties: Joint Attractive Ellipsoid and Sliding Mode Concepts

Alexander S. Poznyak, Carlos Cuvas, Patricio Ordaz, 2020, IEEE Transactions on Industrial Electronics.

Identification of Measurable Dynamics of a Nuclear Research Reactor Using Differential Neural Networks

Alexander S. Poznyak, J. Humberto Pérez-Cruz, A. Poznyak, 2007, 2007 IEEE International Conference on Control Applications.

Dynamic multilayer neural network for nonlinear system identification

Alexander S. Poznyak, Edgar N. Sánchez, Wen Yu, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

Road Map for Sliding Mode Control Design

Vadim I. Utkin, Alexander S. Poznyak, Yury V. Orlov, 2020 .

High Order Sliding Mode Neurocontrol for Uncertain Nonlinear SISO Systems: Theory and Applications

Isaac Chairez, Alexander S. Poznyak, Tatyana Poznyak, 2008 .

Robust identification by dynamic neural networks using sliding mode learning

Alexander S. Poznyak, Edgar N. Sanchez, Wen Yu, 1998 .

Background on dynamic neural networks

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2019, Ozonation and Biodegradation in Environmental Engineering.

Benefits of variable structure techniques for parameter estimation in stochastic systems using least squares method and instrumental variables

Alexander S. Poznyak, Jesica Azucena Escobar, A. Poznyak, 2015 .

Sliding modes time varying matrix identification for stochastic system

Yuri B. Shtessel, Alexander S. Poznyak, J. Escobar, 2007, Int. J. Syst. Sci..

Continuous-time gradient-like descent algorithm for constrained convex unknown functions: Penalty method application

Alexander S. Poznyak, Julio B. Clempner, Cesar U. Solis, 2019, J. Comput. Appl. Math..

Extraproximal Method Application for a Stackelberg–Nash Equilibrium Calculation in Static Hierarchical Games

Alexander S. Poznyak, Samuel Moya, A. Poznyak, 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Quasi-equilibrium in LQ differential games with bounded uncertain disturbances: robust and adaptive strategies with pre-identification via sliding mode technique

Alexander S. Poznyak, Manuel A. Jiménez-Lizárraga, A. Poznyak, 2007, Int. J. Syst. Sci..

Using the Manhattan distance for computing the multiobjective Markov chains problem

Alexander S. Poznyak, Julio B. Clempner, A. Poznyak, 2018, Int. J. Comput. Math..

Handling a Kullback-Leibler divergence random walk for scheduling effective patrol strategies in Stackelberg security games

Alexander S. Poznyak, Julio B. Clempner, César U. S. Solis, 2019, Kybernetika.

High-Order Sliding Mode Control

Vadim I. Utkin, Alexander S. Poznyak, Yury V. Orlov, 2020 .

Chapter 20 – Elements of Stability Theory

Alexander S. Poznyak, 2008 .

Discrete-Time Systems

Vadim I. Utkin, Alexander S. Poznyak, Andrey Polyakov, 2020 .

Observation of linear systems with unknown inputs via high-order sliding-modes

Alexander S. Poznyak, Leonid M. Fridman, Francisco Javier Bejarano, 2007, Int. J. Syst. Sci..

A Reinforcement Learning Approach for Solving the Mean Variance Customer Portfolio in Partially Observable Models

Alexander S. Poznyak, Julio B. Clempner, Erick Asiain, 2018, Int. J. Artif. Intell. Tools.

Robust Identification under Correlated and Non-Gaussian Noises: WMLLM Procedure

Alexander S. Poznyak, A. Poznyak, 2019, Automation and Remote Control.

Nonlinear adaptive trajectory tracking using dynamic neural networks

Alexander S. Poznyak, Edgar N. Sánchez, Wen Yu, 1999, IEEE Trans. Neural Networks.

Time-varying matrix estimation in stochastic continuous-time models under coloured noise using LSM with forgetting factor

Alexander S. Poznyak, J. Escobar, A. Poznyak, 2011, Int. J. Syst. Sci..

Continuous-time identification using LS-method under colored noise perturbations

Alexander S. Poznyak, J. Escobar, 2007, 2007 46th IEEE Conference on Decision and Control.

Adaptive selection of the optimal order of linear regression models using learning automata

Kaddour Najim, Alexander S. Poznyak, Enso Ikonen, 1996, Int. J. Syst. Sci..

Practical stability analysis for DNN observation

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2008, CDC.

Practical output feedback stabilisation for a class of continuous-time dynamic systems under sample-data outputs

Alexander S. Poznyak, Manuel Mera, Vadim Azhmyakov, 2011, Int. J. Control.

Model predictive control by differential neural networks approach

Alexander S. Poznyak, Isaac Chairez Oria, Alejandro García-González, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Chapter 16 – Selected Topics of Real Analysis

Alexander S. Poznyak, 2008 .

Computing the strong Nash equilibrium for Markov chains games

Alexander S. Poznyak, Julio B. Clempner, A. Poznyak, 2015, Appl. Math. Comput..

Output Integral Sliding Mode for Min-Max Optimization of Multi-Plant Linear Uncertain Systems

Alexander S. Poznyak, Leonid M. Fridman, Francisco Javier Bejarano, 2009, IEEE Transactions on Automatic Control.

e-Equilibrium Strategies for LQ Differential Games with Output Measurement

Alexander S. Poznyak, Manuel A. Jiménez-Lizárraga, 2005, CSC.

Quantised and sampled output feedback for nonlinear systems

Alexander S. Poznyak, Manuel Mera, Fernando Castaños, 2014, Int. J. Control.

Sliding Mode Identification: Algebraic Learning

Alexander S. Poznyak, Edgar N. Sanchez, Wen Yu, 2001 .

Non-Linear System On-Line Identification using Dynamic Neural Networks

Alexander S. Poznyak, Edgar N. Sánchez, 1999, Intell. Autom. Soft Comput..

Robustness property of high-gain observers for closed-loop nonlinear systems: Theoretical study and robotics control application

Alexander S. Poznyak, Rafael Martínez-Guerra, Vicente Diaz De Leon, 2000, Int. J. Syst. Sci..

Deflection Sliding Mode Control of a Flexible Bar Using a Shape Memory Alloy Actuator with an Uncertainty Model

Alexander S. Poznyak, Najmeh Keshtkar, Sajjad Keshtkar, 2020, Applied Sciences.

Multilayer dynamic neural networks for non-linear system on-line identification

Alexander S. Poznyak, Xiaoou Li, Wen Yu, 2001 .

Learning automata with continuous input and changing number of actions

Kaddour Najim, Alexander S. Poznyak, A. Poznyak, 1996, Int. J. Syst. Sci..

Modeling and Simulation of Flexible Tethered Satellite System

Alexander S. Poznyak, Najmeh Keshtkar, Sajjad Keshtkar, 2018, 2018 15th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

Control Of Nuclear Research Reactors Based On A Generalized Hopfield Neural Network

Alexander S. Poznyak, J. Humberto Pérez-Cruz, A. Poznyak, 2010, Intell. Autom. Soft Comput..

Robust stochastic tracking for discrete-time models: designing of ellipsoid where random trajectories converge with probability one

Alexander S. Poznyak, Hussain Alazki, A. Poznyak, 2012, Int. J. Syst. Sci..

Adaptive sliding mode controller based on super-twist observer for tethered satellite system

Alexander S. Poznyak, Sajjad Keshtkar, 2016, Int. J. Control.

Nonlinear System Approximation by Neural Networks: Error Stability Analysis

Alexander S. Poznyak, Edgar N. Sánchez, 1995, Intell. Autom. Soft Comput..

Neuro Trajectory Tracking

Alexander S. Poznyak, Edgar N. Sanchez, Wen Yu, 2001 .

On the hybrid LQ-based control design for linear networked systems

Alexander S. Poznyak, Rosalba Galván-Guerra, Vadim Azhmyakov, 2010, J. Frankl. Inst..

Differential Neural Networks for Robust Nonlinear Control

Alexander S. Poznyak, Edgar N. Sanchez, W en Yu, 2004, IEEE Transactions on Neural Networks.

Neuro Control for Robot Manipulators

Alexander S. Poznyak, Edgar N. Sanchez, Wen Yu, 2001 .

Bounded Weights Trajectories for Neural Networks State Estimation

Alexander S. Poznyak, Isaac Chairez, T. Poznyak, 2006 .

Neural Control for Chaos

Alexander S. Poznyak, Edgar N. Sanchez, Wen Yu, 2001 .

Tridimensional autonomous motion robust control of submersible ship based on averaged sub-gradient integral sliding mode approach

Alexander S. Poznyak, Isaac Chairez, Alejandra Hernandez-Sanchez, 2020, Int. J. Syst. Sci..

Min-max sliding-mode control for multimodel linear time varying systems

Yuri B. Shtessel, Alexander S. Poznyak, Carlos J. Gallegos, 2003, IEEE Trans. Autom. Control..

Fast Terminal Sliding-Mode Control With an Integral Filter Applied to a Van Der Pol Oscillator

Alexander S. Poznyak, Julio B. Clempner, Cesar U. Solis, 2017, IEEE Transactions on Industrial Electronics.

Constrained Extremum Seeking with Function Measurements Disturbed by Stochastic Noise

Alexander S. Poznyak, Julio B. Clempner, Cesar U. Solis, 2018, 2018 15th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

Physical Model-Free Observer for Nuclear Reactors using Differential Neural Networks with Sliding Mode Learning

Alexander S. Poznyak, J. Humberto Pérez-Cruz, 2006 .

Dynamic Neural Networks for Model-Free Control and Identification

Isaac Chairez, Alexander S. Poznyak, Haibo He, 2012 .

Practical stability of control processes governed by semi-explicit DAEs

Alexander S. Poznyak, Vadim Azhmyakov, Raymundo Juarez del Toro, 2012, 2012 9th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

Practical stabilization of a class of switched systems: dwell-time approach

Alexander S. Poznyak, Carlos Perez, Vadim Azhmyakov, 2014, IMA J. Math. Control. Inf..

Hybrid Differential Neural Network Identifier for Partially Uncertain Hybrid Systems

Isaac Chairez, Alexander S. Poznyak, A. García, 2009 .

Sliding mode parameter identification of systems with measurement noise

Yuri B. Shtessel, Alexander S. Poznyak, Simon Baev, 2007, Int. J. Syst. Sci..

Robust Stabilization of linear stochastic differential models with additive and multiplicative diffusion via attractive ellipsoid techniques

Alexander S. Poznyak, Hussain Alazki, Norma B. Lozada-Castillo, 2011, 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control.

Solving the mean-variance customer portfolio in Markov chains using iterated quadratic/Lagrange programming: A credit-card customer limits approach

Alexander S. Poznyak, Julio B. Clempner, Emma M. Sánchez, 2015, Expert Syst. Appl..

Projectional Dynamic Neural Network Identifier for Chaotic Systems: Application to Chua's Circuit

Alexander S. Poznyak, Tatyana Poznyak, Isaac Chairez, 2019 .

Minimization of the unmatched disturbances in the sliding mode control systems via invariant ellipsoid method

Alexander S. Poznyak, Andrei Polyakov, A. Poznyak, 2009, 2009 IEEE Control Applications, (CCA) & Intelligent Control, (ISIC).

A variational characterization of the sliding mode control processes

Alexander S. Poznyak, Vadim Azhmyakov, A. Poznyak, 2012, 2012 American Control Conference (ACC).

Sliding mode neurocontrol for the class of dynamic uncertain non-linear systems

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2008, Int. J. Control.

Robust control design through the attractive ellipsoid technique for a class of linear stochastic models with multiplicative and additive noises

Alexander S. Poznyak, Hussain Alazki, Norma B. Lozada-Castillo, 2013, IMA J. Math. Control. Inf..

Temperature control in catalytic cracking reactors via a robust PID controller

Alexander S. Poznyak, Rafael Martínez-Guerra, Rafael Maya-Yescas, 2002 .

Observer and control design in partially observable finite Markov chains

Alexander S. Poznyak, Julio B. Clempner, 2019, Autom..

Robust Control of a Master-Slave Manipulator Under Restricted Task-Space

Alexander S. Poznyak, Isaac Chairez, David Cruz-Ortiz, 2019 .

Necessary and sufficient conditions for stabilizability of planar parametrically perturbed control systems

Alexander S. Poznyak, V. N. Zhermolenko, Victor N. Zhermolenko, 2016, IMA J. Math. Control. Inf..

A Stackelberg security game with random strategies based on the extraproximal theoretic approach

Alexander S. Poznyak, Julio B. Clempner, Kristal K. Trejo, 2015, Eng. Appl. Artif. Intell..

On-line identification and adaptive trajectory tracking for nonlinear stochastic continuous time systems using differential neural networks

Lennart Ljung, Alexander S. Poznyak, L. Ljung, 2001, Autom..

On the practical stability of control processes governed by implicit differential equations: The invariant ellipsoid based approach

Alexander S. Poznyak, Vadim Azhmyakov, Raymundo Juarez del Toro, 2013, J. Frankl. Inst..

Basic Notions and Definitions

Kaddour Najim, Alexander S. Poznyak, 1994 .

New methodologies for adaptive sliding mode control

Yuri B. Shtessel, Franck Plestan, Alexander S. Poznyak, 2010, Int. J. Control.

Dynamic sliding mode control design using attracting ellipsoid method

Alexander S. Poznyak, Jorge Davila, A. Poznyak, 2011, Autom..

Robust integral sliding mode controller for optimisation of measurable cost functions with constraints

Alexander S. Poznyak, Julio B. Clempner, Cesar U. Solis, 2019, Int. J. Control.

Continuous-Time Extremum Seeking with Function Measurements Disturbed by Stochastic Noise: A Synchronous Detection Approach

Alexander S. Poznyak, Julio B. Clempner, Cesar U. Solis, 2018, 2018 15th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

Robust feedback design for stabilization of nonlinear systems with sampled-data and quantized output: Atractive ellipsoid method

Alexander S. Poznyak, 2015, Autom. Remote. Control..

Modeling Multileader–Follower Noncooperative Stackelberg Games

Alexander S. Poznyak, Julio B. Clempner, Cesar U. Solis, 2016, Cybern. Syst..

Neural State Estimation

Alexander S. Poznyak, Edgar N. Sanchez, Wen Yu, 2001 .

Learning through reinforcement for N-person repeated constrained games

Kaddour Najim, Alexander S. Poznyak, A. Poznyak, 2002, IEEE Trans. Syst. Man Cybern. Part B.

Analysis of the behaviour of multilevel hierarchical systems of learning automata and their application for multimodal functions optimization

Kaddour Najim, Alexander S. Poznyak, Mohamed Chtourou, 1996, Int. J. Syst. Sci..

DynamicNeuralObserver withSliding ModeLearning

Isaac Chairez, Alexander S. Poznyak, 2006 .

DESIGN OF A SLIDING MODE NEUROCONTROLLER FOR A NUCLEAR RESEARCH REACTOR

Alexander S. Poznyak, J. Humberto Pérez-Cruz, 2007 .

Orientation of radio-telescope secondary mirror via adaptive sliding mode control

Alexander S. Poznyak, Sajjad Keshtkar, Eusebio E. Hernandez, 2017, Neurocomputing.

Neural adaptive control with unmodelled dynamic compensation

Alexander S. Poznyak, Edgar N. Sanchez, Wen Yu, 1999 .

Extremum seeking by a dynamic plant using mixed integral sliding mode controller with synchronous detection gradient estimation

Alexander S. Poznyak, Julio B. Clempner, Cesar U. Solis, 2019 .

New Sliding-Mode Learning Law for Dynamic Neural Network Observer

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2006, IEEE Transactions on Circuits and Systems II: Express Briefs.

Hierarchical observer for strongly detectable systems via second order sliding mode

Alexander S. Poznyak, Leonid M. Fridman, Francisco Javier Bejarano, 2007, 2007 46th IEEE Conference on Decision and Control.

Lyapunov function design for finite-time convergence analysis: "Twisting" controller for second-order sliding mode realization

Alexander S. Poznyak, Andrei Polyakov, A. Poznyak, 2009, Autom..

Chapter 17 – Complex Analysis

Alexander S. Poznyak, 2008 .

Magnetic control of tethered cube-satellite stabilized by rotating

Alexander S. Poznyak, Najmeh Keshtkar, Sajjad Keshtkar, 2014, 2014 11th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

Averaged attractive ellipsoid technique applied to inventory projectional control with uncertain stochastic demands

Alexander S. Poznyak, Hussain Alazki, 2011, IEEE Conference on Decision and Control and European Control Conference.

Probabilistic analysis of Robust Attractive Ellipsoids for quasi-linear discrete-time models

Alexander S. Poznyak, Hussain Alazki, A. Poznyak, 2010, 49th IEEE Conference on Decision and Control (CDC).

Unknown Input and State Estimation for Unobservable Systems

Alexander S. Poznyak, Leonid M. Fridman, Francisco Javier Bejarano, 2009, SIAM J. Control. Optim..

Sample Data and Quantifying Output Control

Alexander S. Poznyak, Andrey Polyakov, Vadim Azhmyakov, 2014 .

Adaptive control of constrained finite Markov chains

Kaddour Najim, Alexander S. Poznyak, A. Poznyak, 1999, Autom..

Using the extraproximal method for computing the shortest-path mixed Lyapunov equilibrium in Stackelberg security games

Alexander S. Poznyak, Julio B. Clempner, 2017, Math. Comput. Simul..

Robust optimal feedback control design for uncertain systems based on artificial neural network approximation of the Bellman's value function

Alexander S. Poznyak, Isaac Chairez Oria, Mariana Ballesteros-Escamilla, 2020, Neurocomputing.

Identification of a fed-batch fermentation process: comparison of computational and laboratory experiments

Alexander S. Poznyak, Tatyana Poznyak, A. Cabrera, 2002 .

Reaching Time Estimation for “Super-Twisting” Second Order Sliding Mode Controller via Lyapunov Function Designing

Alexander S. Poznyak, Andrei Polyakov, A. Poznyak, 2009, IEEE Transactions on Automatic Control.

Constraint robust stochastic discrete-time tracking: Attractive ellipsoids technique

Alexander S. Poznyak, Hussain Alazki, A. Poznyak, 2010, 2010 7th International Conference on Electrical Engineering Computing Science and Automatic Control.

Chapter 12 – Miscellaneous

Alexander S. Poznyak, 2008 .

Robust adaptive control for multicomponent distillation column via dynamic neural network

Alexander S. Poznyak, Wen Yu, Jaime Alvarez, 1999, 1999 European Control Conference (ECC).

Non-smooth missiles guidance: Interceptor-defender scenario with uncertainties

Alexander S. Poznyak, A. Poznyak, 2014, 2014 13th International Workshop on Variable Structure Systems (VSS).

Sliding mode control with gain adaptation—Application to an electropneumatic actuator

Yuri B. Shtessel, Franck Plestan, Alexander S. Poznyak, 2013 .

Robust Continuous-Time Matrix Estimation under Dependent Noise Perturbations: Sliding Modes Filtering and LSM with Forgetting

Alexander S. Poznyak, J. Escobar, A. Poznyak, 2009, Circuits Syst. Signal Process..

Robust State Estimation for Underactuated Systems Using Sliding Modes and Attractive Ellipsoid Method

Alexander S. Poznyak, Patricio Ordaz, Bonifacio Sanchez, 2019 .

Adaptive sliding mode control for solar tracker orientation

Alexander S. Poznyak, Sajjad Keshtkar, Javad Keshtkar, 2016, 2016 American Control Conference (ACC).

Equilibrium in LQ differential games with multiple scenarios

Alexander S. Poznyak, Manuel A. Jiménez-Lizárraga, A. Poznyak, 2007, 2007 46th IEEE Conference on Decision and Control.

Optimization based on a team of automata with binary outputs

Kaddour Najim, Alexander S. Poznyak, Enso Ikonen, 2004, Autom..

Kaddour Najim, Enso Ikonen Ait-Kadi Daoud (Eds.), Stochastic Processes: Estimation, Optimization & Analysis, Kogan Page Science, London and Sterling, VA, ISBN: 1-903996-55-4, 2004 (332 pp.)

Alexander S. Poznyak, 2006, Autom..

Chapter 6 – Moore–Penrose Pseudoinverse

Alexander S. Poznyak, 2008 .

Control adaptable indirecto usando Redes Neuronales Dinmicas

Alexander S. Poznyak, M. A. Moreno-Armendarizl, W Yu-Liu, 2001 .

A priori-knowledge/actor-critic reinforcement learning architecture for computing the mean-variance customer portfolio: The case of bank marketing campaigns

Alexander S. Poznyak, Julio B. Clempner, Emma M. Sánchez, 2015, Eng. Appl. Artif. Intell..

Robust control for master–slave manipulator system avoiding obstacle collision under restricted working space

Alexander S. Poznyak, Isaac Chairez, David Cruz-Ortiz, 2020, IET Control Theory & Applications.

Convergence analysis for pure stationary strategies in repeated potential games: Nash, Lyapunov and correlated equilibria

Alexander S. Poznyak, Julio B. Clempner, A. Poznyak, 2016, Expert Syst. Appl..

Observer matrix gain optimization for stochastic continuous time nonlinear systems

Alexander S. Poznyak, Alexander V. Nazin, Daishi Murano, 2004, Syst. Control. Lett..

Adapting strategies to dynamic environments in controllable stackelberg security games

Alexander S. Poznyak, Julio B. Clempner, Kristal K. Trejo, 2016, 2016 IEEE 55th Conference on Decision and Control (CDC).

A nucleus for Bayesian Partially Observable Markov Games: Joint observer and mechanism design

Alexander S. Poznyak, Julio B. Clempner, A. Poznyak, 2020, Eng. Appl. Artif. Intell..

Observer Based on ISM

Alexander S. Poznyak, Leonid Fridman, Francisco Javier Bejarano, 2014 .

Stochastic super-twist dynamics

Alexander S. Poznyak, 2016, 2016 14th International Workshop on Variable Structure Systems (VSS).

SMC in Infinite-Dimensional Systems

Vadim I. Utkin, Alexander S. Poznyak, Yury V. Orlov, 2020 .

A robust dynamic controller for a class of nonlinear systems with sample-data outputs

Alexander S. Poznyak, Manuel Mera, Vadim Azhmyakov, 2012, 2012 9th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

A sample-time adjusted feedback for robust bounded output stabilization

Alexander S. Poznyak, Patricio Ordaz, Hussain Alazki, 2013, Kybernetika.

Sparse mean–variance customer Markowitz portfolio optimization for Markov chains: a Tikhonov’s regularization penalty approach

Alexander S. Poznyak, Julio B. Clempner, A. Poznyak, 2018 .

Conforming coalitions in Markov Stackelberg security games: Setting max cooperative defenders vs. non-cooperative attackers

Alexander S. Poznyak, Julio B. Clempner, 2016, Appl. Soft Comput..

An optimal strong equilibrium solution for cooperative multi-leader-follower Stackelberg Markov chains games

Alexander S. Poznyak, Julio B. Clempner, Kristal K. Trejo, 2016, Kybernetika.

Analysis of best-reply strategies in repeated finite Markov chains games

Alexander S. Poznyak, Julio B. Clempner, 2013, 52nd IEEE Conference on Decision and Control.

Computing the Bargaining Approach for Equalizing the Ratios of Maximal Gains in Continuous-Time Markov Chains Games

Alexander S. Poznyak, Julio B. Clempner, Kristal K. Trejo, 2018, Computational Economics.

Chapter 18 – Topics of Functional Analysis

Alexander S. Poznyak, 2008 .

Neural numerical modeling for uncertain distributed parameter systems

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2009, 2009 International Joint Conference on Neural Networks.

Pendubot Robust Stabilization Based on Attractive Ellipsoid Method Using Electromechanical Model

Alexander S. Poznyak, Patricio Ordaz, Bonifacio Sanchez, 2018, 2018 15th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

'KL'-gain adaptation for attractive ellipsoid method

Alexander S. Poznyak, Patricio Ordaz, A. Poznyak, 2015, IMA J. Math. Control. Inf..

Applications of Learning Automata

Kaddour Najim, Alexander S. Poznyak, 1994 .

Learning Automata: Theory and Applications

Kaddour Najim, Alexander S. Poznyak, A. Poznyak, 1994 .

Design of variable gain super-twisting observer for nonlinear systems with sampled output

Alexander S. Poznyak, Leonid M. Fridman, Isaac Chairez Oria, 2010, 2010 7th International Conference on Electrical Engineering Computing Science and Automatic Control.

Optimization of a class of nonlinear switched systems with fixed-levels control inputs

Alexander S. Poznyak, Vadim Azhmyakov, Ruthber Rodriguez Serrezuela, 2015, 2015 American Control Conference (ACC).

Computing the Lp-strong nash equilibrium looking for cooperative stability in multiple agents markov games

Alexander S. Poznyak, Julio B. Clempner, Kristal K. Trejo, 2015, 2015 12th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

Robust identification of uncertain Schrödinger type complex partial differential equations

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2010, 2010 7th International Conference on Electrical Engineering Computing Science and Automatic Control.

Mini-max integral sliding-mode control for multimodel linear uncertain systems

Alexander S. Poznyak, Leonid M. Fridman, Francisco Javier Bejarano, 2004, IEEE Transactions on Automatic Control.

Continuity Properties of Nonlinear Affine Control Systems: Applications to Hybrid and Sliding Mode Dynamics

Alexander S. Poznyak, Leonid M. Fridman, Magnus Egerstedt, 2009, ADHS.

Calculation of residence time for nonlinear systems

Kaddour Najim, Alexander S. Poznyak, Enso Ikonen, 1996, Int. J. Syst. Sci..

Stable 3-D visual servoing: an experimental comparison

Alexander S. Poznyak, Wen Yu, M. A. Moreno, 2001, Proceedings of the 2001 IEEE International Conference on Control Applications (CCA'01) (Cat. No.01CH37204).

Criteria of robust stability for time-varying 2D Wang–Mitchel differential systems: integral funnel method

Alexander S. Poznyak, V. N. Zhermolenko, Victor N. Zhermolenko, 2016, Int. J. Control.

Chapter 5 – Matrix Functions

Alexander S. Poznyak, 2008 .

System identification with partial-state measurement via dynamic multilayer neural networks

Alexander S. Poznyak, Wen Yu, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

LMI-Based Sliding Mode Control of an Underactuated Control Moment Gyroscope System

Alexander S. Poznyak, Hirohisa Kojima, Najmeh Keshtkar, 2018 .

Adaptive control of two-link manipulator via dynamic neural network

Alexander S. Poznyak, Edgar N. Sanchez, Wen Yu, 1999, Proceedings of the 1999 American Control Conference (Cat. No. 99CH36251).

Invariant ellipsoid method for minimization of unmatched disturbances effects in sliding mode control

Alexander S. Poznyak, Andrei Polyakov, A. Poznyak, 2011, Autom..

Parameter estimation in continuous-time stochastic systems with correlated noises using the Kalman filter and Least Squares Method

Alexander S. Poznyak, Escobar Jesica, 2018 .

Urban traffic control problem via a game theory application

Alexander S. Poznyak, Alejandro Malo, I. Alvarez, 2007, 2007 46th IEEE Conference on Decision and Control.

Robust 3-D autonomous navigation of submersible ship using averaged sub-gradient version of integral sliding mode

Alexander S. Poznyak, Isaac Chairez, Alejandra Hernández-Sánchez, 2021 .

A class of robust bounded controllers tracking a nonlinear discrete-time stochastic system: Attractive ellipsoid technique application

Alexander S. Poznyak, Hussain Alazki, A. Poznyak, 2013, J. Frankl. Inst..

On the Optimal Design of Linear Networked Systems

Alexander S. Poznyak, Vadim Azhmyakov, Rosalba Galvan-Guerra, 2009 .

Min-max piecewise constant optimal control for multi-model linear systems

Alexander S. Poznyak, Fernando Castaños, Félix A. Miranda, 2016, IMA J. Math. Control. Inf..

Numerical method for finding a static Stackelberg-Nash equilibrium: The case of favorable followers

Alexander S. Poznyak, Samuel Moya, A. Poznyak, 2007, 2007 46th IEEE Conference on Decision and Control.

Chapter 1 – Determinants

Alexander S. Poznyak, 2008 .

Chapter 2 – Matrices and Matrix Operations

Alexander S. Poznyak, 2008 .

Chapter 21 – Finite-Dimensional Optimization

Alexander S. Poznyak, A. Poznyak, 2008 .

16 – Robust Stochastic Control

Alexander S. Poznyak, 2009 .

Multiobjective Markov chains optimization problem with strong Pareto frontier: Principles of decision making

Alexander S. Poznyak, Julio B. Clempner, A. Poznyak, 2017, Expert Syst. Appl..

Negotiating transfer pricing using the Nash bargaining solution

Alexander S. Poznyak, Julio B. Clempner, A. Poznyak, 2017, Int. J. Appl. Math. Comput. Sci..

Dynamic Programming for Robust Optimization

Alexander S. Poznyak, Vladimir G. Boltyanski, A. Poznyak, 2012 .

Urban Traffic Control Problem: a Game Theory Approach

Alexander S. Poznyak, Alejandro J. Malo Tamayo, Israel Alvarez Villalobos, 2008 .

The Lyapunov Function Design for the Stability Analysis of the “Italian Version” of the Second Order Sliding Mode Controllers

Alexander S. Poznyak, Andrey Polyakov, A. Poznyak, 2011 .

Convergence method, properties and computational complexity for Lyapunov games

Alexander S. Poznyak, Julio B. Clempner, A. Poznyak, 2011, Int. J. Appl. Math. Comput. Sci..

Realization of robust optimal control by dynamic neural-programming

Isaac Chairez, Alexander S. Poznyak, Mariana Ballesteros-Escamilla, 2018 .

Neural adaptive control of two-link manipulator with sliding mode compensation

Alexander S. Poznyak, Edgar N. Sanchez, Wen Yu, 1999, Proceedings 1999 IEEE International Conference on Robotics and Automation (Cat. No.99CH36288C).

A Tikhonov regularization parameter approach for solving Lagrange constrained optimization problems

Alexander S. Poznyak, Julio B. Clempner, A. Poznyak, 2018 .

DNN-state identification of 2D distributed parameter systems

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2012, Int. J. Syst. Sci..

Finding the Strong Nash Equilibrium: Computation, Existence and Characterization for Markov Games

Alexander S. Poznyak, Julio B. Clempner, A. Poznyak, 2020, Journal of Optimization Theory and Applications.

Learning automata and stochastic optimization

Kaddour Najim, Alexander S. Poznyak, A. Poznyak, 1997 .

Controller exploitation-exploration reinforcement learning architecture for computing near-optimal policies

Alexander S. Poznyak, Julio B. Clempner, Erick Asiain, 2019, Soft Comput..

Matrix forgetting factor

Alexander S. Poznyak, A. Poznyak, 1999, Int. J. Syst. Sci..

Optimization and Game at an Urban Intersection

Alexander S. Poznyak, Alejandro J. Malo Tamayo, Israel Alvarez Villalobos, 2009, CTS 2009.

Robust output stabilization of time-varying input delay systems using attractive ellipsoid method

Alexander S. Poznyak, Andrey Polyakov, Jean-Pierre Richard, 2013, 52nd IEEE Conference on Decision and Control.

9 – Basic Properties of Continuous Time Processes

Alexander S. Poznyak, 2009 .

Computing the Nash Bargaining Solution for Multiple Players in Discrete-Time Markov Chains Games

Alexander S. Poznyak, Julio B. Clempner, Kristal K. Trejo, 2020, Cybern. Syst..

Unified Lyapunov function for a finite-time stability analysis of relay second-order sliding mode control systems

Alexander S. Poznyak, Andrei Polyakov, A. Poznyak, 2012, IMA J. Math. Control. Inf..

Solving Transfer Pricing Involving Collaborative and Non-cooperative Equilibria in Nash and Stackelberg Games: Centralized–Decentralized Decision Making

Alexander S. Poznyak, Julio B. Clempner, A. Poznyak, 2018, Computational Economics.

Differential Neural Network Identification for Homogeneous Dynamical Systems

Alexander S. Poznyak, Denis Efimov, Andrey Polyakov, 2019, IFAC-PapersOnLine.

Learning automata with continuous inputs and their application for multimodal functions optimization

Kaddour Najim, Alexander S. Poznyak, Mohamed Chtourou, 1996, Int. J. Syst. Sci..

Adaptive sliding mode control with application to super-twist algorithm: Equivalent control method

Vadim I. Utkin, Alexander S. Poznyak, V. Utkin, 2013, Autom..

Indirect adaptive control via parallel dynamic neural networks

Alexander S. Poznyak, Wen Yu, A. Poznyak, 1999 .

Adaptive Discontinuous Control for Homogeneous Systems Approximated by Neural Networks

Alexander S. Poznyak, Denis Efimov, Andrey Polyakov, 2020, IFAC-PapersOnLine.

Structure adaptation of stochastic neural nets using learning automata technique

Alexander S. Poznyak, Eduardo Gómez-Ramírez, A. Poznyak, 1998, Int. J. Syst. Sci..

Neural Networks Structures

Alexander S. Poznyak, Edgar N. Sanchez, Wen Yu, 2001 .

Differential Neural Networks for Robust Nonlinear Control: Identification, State Estimation and Trajectory Tracking

Alexander S. Poznyak, Edgar N. Sanchez, Wen Yu, 2001 .

Modeling the multi-traffic signal-control synchronization: A Markov chains game theory approach

Alexander S. Poznyak, Julio B. Clempner, A. Poznyak, 2015, Eng. Appl. Artif. Intell..

Neuro Control for Multicomponent Distillation Column

Alexander S. Poznyak, Wen Yu, Jaime Alvarez, 1999 .

AUTOMATIC STARTUP OF NUCLEAR REACTORS USING DIFFERENTIAL NEURAL NETWORKS

Alexander S. Poznyak, J. Humberto Pérez-Cruz, 2007 .

Stackelberg security games: Computing the shortest-path equilibrium

Alexander S. Poznyak, Julio B. Clempner, A. Poznyak, 2015, Expert Syst. Appl..

Polynomial artificial neural network and genetic algorithm for the identification and control of non

Alexander S. Poznyak, Eduardo Gomez-Ramirez, R. Lozano, 2002 .

On applications of Attractive Ellipsoid Method to dynamic processes governed by implicit differential equations

Alexander S. Poznyak, Vadim Azhmyakov, R. Juarez, 2011, 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control.

Super-twisting adaptive sliding mode control: A Lyapunov design

Yuri B. Shtessel, Franck Plestan, Alexander S. Poznyak, 2010, 49th IEEE Conference on Decision and Control (CDC).

Some experiments on identification of a fed-batch culture via differential neural networks

Alexander S. Poznyak, Tatyana Poznyak, A. Cabrera, 2001, Proceedings of the 2001 IEEE International Conference on Control Applications (CCA'01) (Cat. No.01CH37204).

Urban traffic control problem a game theory approach

Alexander S. Poznyak, Alejandro Malo, Israel Alvarez Villalobos, 2008, 2008 47th IEEE Conference on Decision and Control.

Adapting attackers and defenders patrolling strategies: A reinforcement learning approach for Stackelberg security games

Alexander S. Poznyak, Julio B. Clempner, Kristal K. Trejo, 2018, J. Comput. Syst. Sci..

Multimodel Differential Games

Alexander S. Poznyak, Vladimir G. Boltyanski, A. Poznyak, 2012 .

WATER TREATMENT BY OZONATION: CONTAMINANTS CONCENTRATION ESTIMATION BY DYNAMICAL NEURAL NETWORK

Isaac Chairez, Alexander S. Poznyak, Tatyana Poznyak, 2005 .

Projectional Observers of Nonlinear Systems With Full-State Constraints

Alexander S. Poznyak, Tatyana Poznyak, Isaac Chairez, 2020, IEEE Transactions on Circuits and Systems II: Express Briefs.

On the practical stability for a class of switched system

Alexander S. Poznyak, Vadim Azhmyakov, Carlos Manuel Perez, 2012, 2012 9th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

Stability analysis of dynamic neural control

Alexander S. Poznyak, Wen Yu, E. N. Sanchez, 1998 .

Stochastic Sliding Mode Control: What is this?

Alexander S. Poznyak, A. Poznyak, 2016, 2016 14th International Workshop on Variable Structure Systems (VSS).

Output integral sliding mode control based on algebraic hierarchical observer

Alexander S. Poznyak, Leonid M. Fridman, Francisco Javier Bejarano, 2007, Int. J. Control.

Bioreactor states estimation in the feedbatch process using differential neural networks

Alexander S. Poznyak, Tatyana Poznyak, A. Cabrera, 2000, Proceedings of the 22nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (Cat. No.00CH37143).

The Furuta's pendulum stabilization without the use of a mathematical model: Attractive Ellipsoid Method with KL-adaptation

Alexander S. Poznyak, Patricio Ordaz, 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

Dynamic neural control: stability analysis

Alexander S. Poznyak, Edgar N. Sanchez, Wen Yu, 1998 .

Chapter 13 – The Real and Complex Number Systems

Alexander S. Poznyak, 2008 .

Identification and State Observation of Uncertain Chaotic Systems Using Projectional Differential Neural Networks

Isaac Chairez, Alexander S. Poznyak, A. García, 2011 .

Adaptive super-twist control with minimal chattering effect

Vadim I. Utkin, Alexander S. Poznyak, Patricio Ordaz, 2011, IEEE Conference on Decision and Control and European Control Conference.

Neuro-observer based on backstepping technique for distributed parameters systems

Alexander S. Poznyak, Isaac Chairez Oria, Rita Fuentes, 2012, 2012 9th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

Chapter 14 – Sets, Functions and Metric Spaces

Alexander S. Poznyak, 2008 .

A Tikhonov regularized penalty function approach for solving polylinear programming problems

Alexander S. Poznyak, Julio B. Clempner, A. Poznyak, 2018, J. Comput. Appl. Math..

Nonlinear Parametric Estimation of Hamiltonian Systems: Identification as Stabilization

Alexander S. Poznyak, Alejandra Hernandez, 2020, Autom. Remote. Control..

Multimodal searching technique based on learning automata with continuous input and changing number of actions

Kaddour Najim, Alexander S. Poznyak, 1996, IEEE Trans. Syst. Man Cybern. Part B.

Robust Control of Implicit Systems

Alexander S. Poznyak, Andrey Polyakov, Vadim Azhmyakov, 2014 .

Projectional differential neural network observer with stable adaptation weights

Alexander S. Poznyak, Isaac Chairez Oria, Alejandro García-González, 2008, 2008 47th IEEE Conference on Decision and Control.

Necessary conditions for robust Stackelberg equilibrium in a multi‐model differential game

Alexander S. Poznyak, Manuel Jimenez-Lizarraga, A. Poznyak, 2012 .

Robust Stabilization of Time-Delay Systems

Alexander S. Poznyak, Andrey Polyakov, Vadim Azhmyakov, 2014 .

Conventional and high order sliding mode control

Vadim I. Utkin, Alexander S. Poznyak, Yury Orlov, 2020, J. Frankl. Inst..

Estimation of Contaminants Decomposition in Solid Phase with Ozone by Differential Neural Networks with Discontinuous Learning Law

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2018, 2018 15th International Workshop on Variable Structure Systems (VSS).

Residence Time Regulation in Chemical Processes: Local Optimal Control Realization by Differential Neural Networks

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2018, ISNN.

Genetic Algorithm for Static Games with N players

Alexander S. Poznyak, Eduardo Gomez-Ramirez, M. Godoy-Alcantar, 2007 .

Neural observer application for conventional ozonation in water

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2019, Ozonation and Biodegradation in Environmental Engineering.

State Estimation of Catalytic Ozonation by Differential Neural Networks with Discontinuous Learning Law

Isaac Chairez, Alexander S. Poznyak, Tatyana Poznyak, 2018 .

Consistent approximations and variational description of some classes of sliding mode control processes

Alexander S. Poznyak, Andrey Polyakov, Vadim Azhmyakov, 2014, J. Frankl. Inst..

Solving the Pareto front for multiobjective Markov chains using the minimum Euclidean distance gradient-based optimization method

Alexander S. Poznyak, Julio B. Clempner, A. Poznyak, 2016, Math. Comput. Simul..

Robust bounded control for the flexible arm robot

Alexander S. Poznyak, Patricio Ordaz, Hussain Alazki, 2013, 52nd IEEE Conference on Decision and Control.

CONSTRAINED NEURAL CONTROL FOR THE ADAPTIVE TRACKING OF POWER PROFILES IN A TRIGA REACTOR

Alexander S. Poznyak, José de Jesús Rubio, Isaac Chairez, 2011 .

Adaptive sliding-mode control with integral compensation for robotic devices with state constraints

Alexander S. Poznyak, Isaac Chairez, David Cruz-Ortiz, 2018 .

Robust identification of uncertain nonlinear systems with state constrains by Differential Neural Networks

Alexander S. Poznyak, Isaac Chairez Oria, Alejandro García-González, 2009, 2009 International Joint Conference on Neural Networks.

Non-Cooperative Bargaining with Unsophisticated Agents

Alexander S. Poznyak, Julio B. Clempner, Ruben Juarez, 2020 .

Design of sliding mode controllers with actuators using Attracting Ellipsoid Method

Alexander S. Poznyak, Jorge Davila, 2010, 49th IEEE Conference on Decision and Control (CDC).

Time-Optimization Problem

Alexander S. Poznyak, Vladimir G. Boltyanski, 2012 .

Attractive ellipsoid design for robust sliding‐mode observation error in stochastic nonlinear discrete‐time systems

Alexander S. Poznyak, David Velázquez, A. Poznyak, 2020, International Journal of Robust and Nonlinear Control.

Partial Differential Equations Numerical Modeling Using Dynamic Neural Networks

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2009, ICANN.

Solving traffic queues at controlled-signalized intersections in continuous-time Markov games

Alexander S. Poznyak, Julio B. Clempner, Rodrigo Castillo González, 2019, Math. Comput. Simul..

Tethered space orientation via adaptive sliding mode

Alexander S. Poznyak, Sajjad Keshtkar, 2016 .

Orientation of radio-telescope secondary mirror via parallel platform

Alexander S. Poznyak, Sajjad Keshtkar, Eusebio E. Hernandez, 2015, 2015 12th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

Computing the Stackelberg/Nash equilibria using the extraproximal method: Convergence analysis and implementation details for Markov chains games

Alexander S. Poznyak, Julio B. Clempner, Kristal K. Trejo, 2015, Int. J. Appl. Math. Comput. Sci..

Practical Realization of Implicit Homogeneous Controllers for Linearized Systems

Isaac Chairez, Alexander S. Poznyak, Andrey Polyakov, 2022, IEEE Transactions on Industrial Electronics.

Differential neural network approximation of positive systems: An asymmetric barrier Lyapunov functions approach for learning laws design

Alexander S. Poznyak, Isaac Chairez Oria, Olga Andrianova, 2021, Neurocomputing.

Linear systems of second order

Alexander S. Poznyak, 2021 .

Integral Sliding Mode Convex Optimization in Uncertain Lagrangian Systems Driven by PMDC Motors: Averaged Subgradient Approach

Alexander S. Poznyak, Alexander V. Nazin, Hussain Alazki, 2021, IEEE Transactions on Automatic Control.

Dynamic Motion Backstepping Control of Underwater Autonomous Vehicle Based on Averaged Sub-gradient Integral Sliding Mode Method

Alexander S. Poznyak, Isaac Chairez Oria, Alejandra Hernandez-Sanchez, 2021, Journal of Intelligent & Robotic Systems.

Analytical Method for Mechanism Design in Partially Observable Markov Games

Alexander S. Poznyak, Julio B. Clempner, A. Poznyak, 2021, Mathematics.

Invariant-set design of observer-based robust control for power systems under stochastic topology and parameters changes

Alexander S. Poznyak, Hisham M. Soliman, Hussain Alazki, 2021 .

Non-parametric identification of homogeneous dynamical systems

Alexander S. Poznyak, Denis V. Efimov, Isaac Chairez Oria, 2021, Autom..

Euler's dynamic equations

Alexander S. Poznyak, 2021 .

GAME THEORY APPLIED TO THE BASIC TRAFFIC CONTROL PROBLEM

Alexander S. Poznyak, Alejandro J. Malo Tamayo, Israel Alvarez Villalobos, 2006 .

A CONTINUOUS TIME NEURO-OBSERVER FOR HUMAN IMMUNODEFICIENCY VIRUS (HIV) DYNAMICS

Isaac Chairez, Alexander S. Poznyak, Tatyana Poznyak, 2002 .

Stable weights dynamics for a class of differential neural network observer

Isaac Chairez, Alexander S. Poznyak, Tatyana Poznyak, 2009 .

On the robust control design for a class of nonlinearly affine control systems: The attractive ellipsoid approach

Alexander S. Poznyak, Vadim Azhmyakov, A. Poznyak, 2013 .

Approximability of nonlinear affine control systems

Alexander S. Poznyak, Magnus Egerstedt, Leonid Fridman, 2011 .

Deterministic output noise effects in sliding mode observation

Alexander S. Poznyak, 2004 .

Designing a terminal optimal control with an integral sliding mode component using a saddle point method approach: a Cartesian 3D-crane application

Alexander S. Poznyak, Julio B. Clempner, Cesar U. Solis, 2016 .

Dynamic neural observers and their application for identification and purification of water by ozone

Isaac Chairez, Alexander S. Poznyak, Tatyana Poznyak, 2006 .

Robust Nash Equilibrium in multi‐model LQ differential games: analysis and extraproximal numerical procedure

Alexander S. Poznyak, Manuel Jimenez-Lizarraga, A. Poznyak, 2007 .

Method of Lyapunov functions for systems with higher-order sliding modes

Alexander S. Poznyak, A. E. Polyakov, 2011 .

Computing the Transfer Pricing for a Multidivisional Firm Based on Cooperative Games

Alexander S. Poznyak, Julio B. Clempner, A. Poznyak, 2018 .

Hierarchical second-order sliding-mode observer for linear time invariant systems with unknown inputs

Alexander S. Poznyak, Leonid Fridman, Francisco Javier Bejarano, 2007 .

Minimax sliding mode control with minimal-time reaching phase

Alexander S. Poznyak, Y. B. Shtessel, A. Poznyak, 2003, Proceedings of the 2003 American Control Conference, 2003..

Use of recursive stochastic algorithm for neural networks synthesis

Alexander S. Poznyak, K. Najim, Mohamed Chtourou, 1993 .

The robust maximum principle : theory and applications

Alexander S. Poznyak, A. Poznyak, V. G. Bolti︠a︡nskiĭ, 2012 .

Numerical modeling of the benzene reaction with ozone in gas phase using differential neural networks

Isaac Chairez, Alexander S. Poznyak, M. Franco, 2010 .

Switching structure state and parameter estimator for MIMO non-linear robust control

Alexander S. Poznyak, A. Poznyak, Joel Correa Martínez, 2001 .

Adaptive-Robust Stabilization of the Furuta's Pendulum Via Attractive Ellipsoid Method

Alexander S. Poznyak, Patricio Ordaz, A. Poznyak, 2016 .

ε-Equilibrium in LQ differential games with bounded uncertain disturbances: robustness of standard strategies and new strategies with adaptation

Alexander S. Poznyak, A. Poznyak, Manuel Jimenez, 2006 .

3 – Mathematical Expectation

Alexander S. Poznyak, 2009 .

Integral Sliding Mode Control

Alexander S. Poznyak, Leonid Fridman, Francisco Javier Bejarano, 2014 .

Attractive Ellipsoids in Robust Control

Alexander S. Poznyak, Andrey Polyakov, Vadim Azhmyakov, 2014 .

Robust high-gain observer for nonlinear closed-loop stochastic systems

Alexander S. Poznyak, Rafael Martínez-Guerra, A. Osorio-Cordero, 2000 .

13 – Parametric Identification

Alexander S. Poznyak, 2009 .

Robot angular link velocity estimation in the presence of high-level mixed uncertainties

Alexander S. Poznyak, Rafael Martínez-Guerra, E. Gortcheva, 2000 .

Identification and control of unknown chaotic systems via dynamic neural networks

Alexander S. Poznyak, Wen Yu, E. N. Sanchez, 1999 .

Adaptive locally optimal control

Alexander S. Poznyak, G. K. Kel'mans, A. V. Chernitser, 1981 .

Computing the strong Lp− Nash equilibrium for Markov chains games: Convergence and uniqueness

Alexander S. Poznyak, Julio B. Clempner, Kristal K. Trejo, 2017 .

Numerical method for weights adjustment in minimax multi‐model LQ‐control

Alexander S. Poznyak, Leonid Fridman, Francisco Javier Bejarano, 2007 .

Self-Learning Control of Finite Markov Chains

Alexander S. Poznyak, K. Najim, Eduardo Gomez-Ramirez, 2000 .

Robust stochastic filtering for linear continuous uncertain systems with time-varying parameters

Alexander S. Poznyak, Michael Taksar, Antonio Osorio-Cordero, 1997, 1997 European Control Conference (ECC).

The Robust Maximum Principle

Alexander S. Poznyak, Leonid Fridman, Francisco Javier Bejarano, 2012 .

The strong law of large numbers for dependent vector processeswith decreasing correlation: “Double averaging concept”

Alexander S. Poznyak, 2001 .

Proximal constrained optimization approach with time penalization

Alexander S. Poznyak, Julio B. Clempner, Kristal K. Trejo, 2018, Engineering Optimization.

Generalized Super-Twisting Observer for Nonlinear Systems

Isaac Chairez, Alexander S. Poznyak, Leonid Fridman, 2011 .

3D nonparametric neural identification

Isaac Chairez, Alexander S. Poznyak, Tatyana Poznyak, 2012 .

A new version of the strong law of large numbers for dependent vector processes with decreasing correlation

Alexander S. Poznyak, A. Poznyak, 2000, Proceedings of the 39th IEEE Conference on Decision and Control (Cat. No.00CH37187).

Identification of parameters in dynamic systems via sliding-mode techniques

Yuri B. Shtessel, Alexander S. Poznyak, Leonid Fridman, 2006 .

Stochastic output noise effects in sliding mode observation

Alexander S. Poznyak, 2004 .

A New Robust Sliding-Mode Observer Design for Monitoring in Chemical Reactors

Alexander S. Poznyak, Rafael Martínez-Guerra, R. Aguilar, 2004 .

Saddle-point calculation for constrained finite Markov chains

Alexander S. Poznyak, K. Najim, Eduardo Gomez-Ramirez, 2003 .

Penalty function and adaptive control of constrained finite Markov chains

Alexander S. Poznyak, K. Najim, 1998 .

Variable structure robust state and parameter estimator

Alexander S. Poznyak, A. Poznyak, Joel Correa Martínez, 2001 .

Simple computing of the customer lifetime value: A fixed local-optimal policy approach

Alexander S. Poznyak, Julio B. Clempner, 2014 .

Sliding mode parameter adjustment for perturbed linear systems with actuators via invariant ellipsoid method

Alexander S. Poznyak, Jorge Davila, A. Poznyak, 2011 .

Constructing the Pareto front for multi-objective Markov chains handling a strong Pareto policy approach

Alexander S. Poznyak, Julio B. Clempner, A. Poznyak, 2018 .

Optimal fixed‐levels control for nonlinear systems with quadratic cost‐functionals

Alexander S. Poznyak, Vadim Azhmyakov, Javier Cabrera Martinez, 2016 .

Robust output stabilizationfor a class of nonlinear uncertain stochastic systems under multiplicativeand additive noises: The attractive ellipsoid method

Alexander S. Poznyak, Hussain Alazki, 2015 .

On the Robust Control Design for a Class of Continuous-Time Dynamical Systems with a Sample-Data Output

Alexander S. Poznyak, Manuel Mera, Vadim Azhmyakov, 2011 .

Dynamic multilayer neural networks for nonlinear system on-line identification

Alexander S. Poznyak, Wen Yu, Edgar N. Sanchez, 2000, Proceedings of the 2000 IEEE International Symposium on Intelligent Control. Held jointly with the 8th IEEE Mediterranean Conference on Control and Automation (Cat. No.00CH37147).

Identification of Chemical Processes

Alexander S. Poznyak, Edgar N. Sanchez, Wen Yu, 2001 .

Attractive Ellipsoid Method with Adaptation

Alexander S. Poznyak, Andrey Polyakov, Vadim Azhmyakov, 2014 .

Projectional dynamic neural network observer

Isaac Chairez, Alexander S. Poznyak, Tatyana Poznyak, 2007 .