Nonlinear System Approximation by Neural Networks: Error Stability Analysis. - Alexander S. Poznyak; Edgar N. Sánchez (Intell. Autom. Soft Comput., 1995)

Calculation of residence time for nonlinear systems. - Kaddour Najim; Alexander S. Poznyak; Enso Ikonen (Int. J. Syst. Sci., 1996)

Learning automata with continuous input and changing number of actions. - Alexander S. Poznyak; Kaddour Najim (Int. J. Syst. Sci., 1996)

Learning automata with continuous inputs and their application for multimodal functions optimization. - Alexander S. Poznyak; Kaddour Najim; Mohamed Chtourou (Int. J. Syst. Sci., 1996)

Analysis of the behaviour of multilevel hierarchical systems of learning automata and their application for multimodal functions optimization. - Alexander S. Poznyak; Kaddour Najim; Mohamed Chtourou (Int. J. Syst. Sci., 1996)

Adaptive selection of the optimal order of linear regression models using learning automata. - Alexander S. Poznyak; Kaddour Najim; Enso Ikonen (Int. J. Syst. Sci., 1996)

Multimodal searching technique based on learning automata with continuous input and changing number of actions. - Kaddour Najim; Alexander S. Poznyak (IEEE Trans. Syst. Man Cybern. Part B, 1996)

On nonlinear reinforcement schemes. - Alexander S. Poznyak; Kaddour Najim (IEEE Trans. Autom. Control., 1997)

Structure adaptation of stochastic neural nets using learning automata technique. - Eduardo Gómez-Ramírez; Alexander S. Poznyak (Int. J. Syst. Sci., 1998)

Robust output feedback control for linear stochastic systems in continuous time with time-varying parameters. - Michael Taksar; Alexander S. Poznyak; A. Iparraguirre (IEEE Trans. Autom. Control., 1998)

Adaptive architecture of polynomial artificial neural network to forecast nonlinear time series. - Eduardo Gómez-Ramírez; Alex Poznyak; A. Gonzalez-Yunes; M. Avila-Alvarez (CEC, 1999)

Passivity feedback equivalence of nonlinear systems via neural networks approximation. - Rafael Castro-Linares; Wen Yu 001; Alexander S. Poznyak (ECC, 1999)

Robust adaptive control for multicomponent distillation column via dynamic neural network. - Wen Yu 001; Alexander S. Poznyak; Jaime Alvarez (ECC, 1999)

Neural Adaptive Control of Two-Link Manipulator with Sliding Mode Compensation. - Wen Yu 001; Alexander S. Poznyak; Edgar N. Sánchez (ICRA, 1999)

System identification with partial-state measurement via dynamic multilayer neural networks. - Wen Yu 001; Alexander S. Poznyak (IJCNN, 1999)

Dynamic multilayer neural network for nonlinear system identification. - Edgar N. Sánchez; Alexander S. Poznyak; Wen Yu 001 (IJCNN, 1999)

Adaptive control of constrained finite Markov chains. - Alexander S. Poznyak; Kaddour Najim (Autom., 1999)

Non-Linear System On-Line Identification using Dynamic Neural Networks. - Alexander S. Poznyak; Edgar N. Sánchez (Intell. Autom. Soft Comput., 1999)

Matrix forgetting factor. - Alexander S. Poznyak (Int. J. Syst. Sci., 1999)

Matrix forgetting factor with adaptation. - Alexander S. Poznyak; J. J. Medel Juárez (Int. J. Syst. Sci., 1999)

Nonlinear adaptive trajectory tracking using dynamic neural networks. - Alexander S. Poznyak; Wen Yu 001; Edgar N. Sánchez; José P. Pérez (IEEE Trans. Neural Networks, 1999)

Adaptive zero-sum stochastic game for two finite Markov chains. - Alexander S. Poznyak; Kaddour Najim (CDC, 2000)

Output trajectory tracking using dynamic neural networks. - Alexander S. Poznyak; Edgar N. Sánchez; Orlando Palma; Wen Yu 001 (CDC, 2000)

Robustness property of high-gain observers for closed-loop nonlinear systems: theoretical study and robotics control application. - Rafael Martínez-Guerra; Alexander S. Poznyak; Vicente Diaz De Leon (Int. J. Syst. Sci., 2000)

Estimation for HIV transmission using a reduced order uncertainty observer. - Rafael Martínez-Guerra; Ricardo Aguilar; Alexander S. Poznyak (ACC, 2001)

Robust time optimization for linear systems: finite uncertainty set case. - Vladimir Boltianski; Alex Poznyak (CDC, 2001)

Adaptive policy for two finite Markov chains zero-sum stochastic game with unknown transition matrices and average payoffs. - Kaddour Najim; Alexander S. Poznyak; Eduardo Gómez (Autom., 2001)

On-line identification and adaptive trajectory tracking for nonlinear stochastic continuous time systems using differential neural networks. - Alexander S. Poznyak; Lennart Ljung (Autom., 2001)

Adaptive Tracking for DC-Derivate Motor Based on Matrix Forgetting. - José de J. Medel; Alexander S. Poznyak (Computación y Sistemas, 2001)

Bush-Mosteller learning for a zero-sum repeated game with random pay-offs. - Alexander S. Poznyak; Kaddour Najim (Int. J. Syst. Sci., 2001)

Robust maximum principle for minimax Mayer problem with uncertainty from a compact measured set. - Vladimir G. Boltyanski; Alexander Poznyak Gorbatch (ACC, 2002)

Nonlinear PID controller for the regulation of fixed bed bioreactors. - Ricardo Aguilar; Rafael Martínez-Guerra; Alexander S. Poznyak (CDC, 2002)

Noncooperative constrained finite games: alternate linear programming approach. - Martin Godoy-Alcantar; E. Gomez Ramrez; Alex Poznyak; Kaddour Najim (CDC, 2002)

Adaptive stochastic tracking: DNN-approach. - Daishi Murano; Alex Poznyak (CDC, 2002)

Suboptimal robust asymptotic observer for stochastic continuous time nonlinear system: numerical procedure and convergence analysis. - Alex Poznyak; Alexander V. Nazin; Daishi Murano (CDC, 2002)

Learning through reinforcement for N-person repeated constrained games. - Alexander S. Poznyak; Kaddour Najim (IEEE Trans. Syst. Man Cybern. Part B, 2002)

Multimodel prey-predator LQ differential games. - Alex Poznyak; Carlos J. Gallegos (ACC, 2003)

Minimax sliding mode control with minimal-time reaching phase. - Alex Poznyak; Yuri B. Shtessel (ACC, 2003)

Learning for repeated constrained games in counter-coalition space. - Alexander S. Poznyak; Martin Godoy-Alcantar; Eduardo Gómez-Ramírez (CDC, 2003)

Min-max sliding-mode control for multimodel linear time varying systems. - Alexander S. Poznyak; Yuri B. Shtessel; Carlos J. Gallegos (IEEE Trans. Autom. Control., 2003)

Decomposition of the mini-max multimodel optimal problem via integral sliding mode control. - Leonid M. Fridman; Alexander S. Poznyak; Francisco Javier Bejarano (ACC, 2004)

Optimization based on a team of automata with binary outputs. - Kaddour Najim; Alexander S. Poznyak; Enso Ikonen (Autom., 2004)

Observer matrix gain optimization for stochastic continuous time nonlinear systems. - Alex Poznyak; Alexander V. Nazin; Daishi Murano (Syst. Control. Lett., 2004)

Mini-max integral sliding-mode control for multimodel linear uncertain systems. - Alexander S. Poznyak; Leonid M. Fridman; Francisco Javier Bejarano (IEEE Trans. Autom. Control., 2004)

Parameter identification of affine time varying systems using traditional and high order sliding modes. - Yuri B. Shtessel; Alexander S. Poznyak (ACC, 2005)

e-Equilibrium Strategies for LQ Differential Games with Output Measurement. - Manuel A. Jiménez-Lizárraga; Alex Poznyak (CSC, 2005)

Parameter identification of non-linear system using traditional and high order sliding modes. - Simon Baev; Ilya A. Shkolnikov; Yuri B. Shtessel; Alex Poznyak (ACC, 2006)

Robust and adaptive strategies with pre-identification via sliding mode technique in LQ differential games. - Manuel A. Jiménez-Lizárraga; Alex Poznyak (ACC, 2006)

Hierarchical Second-Order Sliding-Mode Observer for Linear Systems with Unknown Inputs. - Leonid M. Fridman; Alex Poznyak; Francisco Javier Bejarano (CDC, 2006)

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 (Autom., 2006)

New Sliding-Mode Learning Law for Dynamic Neural Network Observer. - Isaac Chairez Oria; Alexander S. Poznyak; Tatyana Poznyak (IEEE Trans. Circuits Syst. II Express Briefs, 2006)

Identification of Measurable Dynamics of a Nuclear Research Reactor Using Differential Neural Networks. - Jose Humberto Pérez-Cruz; Alexander S. Poznyak (CCA, 2007)

Min-Max Output Integral Sliding Mode Control for Multiplant Linear Uncertain Systems. - Francisco Javier Bejarano; Alex Poznyak; Leonid M. Fridman (ACC, 2007)

Urban traffic control problem via a game theory application. - Israel Alvarez; Alexander S. Poznyak; Alejandro Malo (CDC, 2007)

Hierarchical observer for strongly detectable systems via second order sliding mode. - Francisco Javier Bejarano; Leonid M. Fridman; Alexander S. Poznyak (CDC, 2007)

Continuous-time identification using LS-method under colored noise perturbations. - Jesica Escobar; Alexander S. Poznyak (CDC, 2007)

Equilibrium in LQ differential games with multiple scenarios. - Manuel A. Jiménez-Lizárraga; Alexander S. Poznyak (CDC, 2007)

Numerical method for finding a static Stackelberg-Nash equilibrium: The case of favorable followers. - Samuel Moya; Alexander S. Poznyak (CDC, 2007)

Output integral sliding mode control based on algebraic hierarchical observer. - Francisco Javier Bejarano; Leonid M. Fridman; Alex Poznyak (Int. J. Control, 2007)

Sliding mode parameter identification of systems with measurement noise. - Simon Baev; Ilya A. Shkolnikov; Yuri B. Shtessel; Alexander S. Poznyak (Int. J. Syst. Sci., 2007)

Observation of linear systems with unknown inputs via high-order sliding-modes. - Francisco Javier Bejarano; Alexander S. Poznyak; Leonid M. Fridman (Int. J. Syst. Sci., 2007)

Quasi-equilibrium in LQ differential games with bounded uncertain disturbances: robust and adaptive strategies with pre-identification via sliding mode technique. - Manuel A. Jiménez-Lizárraga; Alex Poznyak (Int. J. Syst. Sci., 2007)

Sliding modes time varying matrix identification for stochastic system. - Alexander S. Poznyak; Jesica Escobar; Yuri B. Shtessel (Int. J. Syst. Sci., 2007)

On the Dynamic Programming approach to multi-model robust optimal control problems. - Vadim Azhmyakov; Vladimir G. Boltyanski; Alexander S. Poznyak (ACC, 2008)

Leader-follower strategies for a multi-plant differential game. - Manuel A. Jiménez-Lizárraga; Alex Poznyak; M. A. Alcorta (ACC, 2008)

Neural control for power ascent of a TRIGA reactor. - Jose Humberto Pérez-Cruz; Alexander S. Poznyak (ACC, 2008)

Projectional differential neural network observer with stable adaptation weights. - Alejandro García-González; Alexander S. Poznyak; Isaac Chairez Oria; Tatyana Poznyak (CDC, 2008)

Practical stability analysis for DNN observation. - Isaac Chairez Oria; Alexander S. Poznyak; Tatyana Poznyak (CDC, 2008)

Urban traffic control problem a game theory approach. - Israel Alvarez Villalobos; Alexander S. Poznyak; Alejandro Malo (CDC, 2008)

Sliding mode neurocontrol for the class of dynamic uncertain non-linear systems. - Alexander S. Poznyak; Isaac Chairez 001; Tatyana Poznyak (Int. J. Control, 2008)

Minimization of the unmatched disturbances in the sliding mode control systems via invariant ellipsoid method. - Andrei Polyakov 001; Alexander S. Poznyak (CCA/ISIC, 2009)

Continuity Properties of Nonlinear Affine Control Systems: Applications to Hybrid and Sliding Mode Dynamics. - Vadim Azhmyakov; Magnus Egerstedt; Leonid M. Fridman; Alex Poznyak (ADHS, 2009)

Output linear controller for a class of nonlinear systems using the invariant ellipsoid technique. - Salvador Gonzalez-Garcia; Andrei Polyakov 001; Alex Poznyak (ACC, 2009)

Trajectory tracking based on differential neural networks for a class of nonlinear systems. - Jose Humberto Pérez-Cruz; Alexander S. Poznyak (ACC, 2009)

Partial Differential Equations Numerical Modeling Using Dynamic Neural Networks. - Rita Fuentes; Alexander S. Poznyak; Isaac Chairez 001; Tatyana Poznyak (ICANN (2), 2009)

Neural numerical modeling for uncertain distributed parameter systems. - Rita Fuentes; Alexander S. Poznyak; Isaac Chairez 001; Tatyana Poznyak (IJCNN, 2009)

Robust identification of uncertain nonlinear systems with state constrains by Differential Neural Networks. - Alejandro García-González; Isaac Chairez 001; Alexander S. Poznyak; Tatyana Poznyak (IJCNN, 2009)

Lyapunov function design for finite-time convergence analysis: "Twisting" controller for second-order sliding mode realization. - Andrei Polyakov 001; Alex Poznyak (Autom., 2009)

Robust Continuous-Time Matrix Estimation under Dependent Noise Perturbations: Sliding Modes Filtering and LSM with Forgetting. - Jesica Escobar; Alexander S. Poznyak (Circuits Syst. Signal Process., 2009)

Unknown Input and State Estimation for Unobservable Systems. - Francisco Javier Bejarano; Leonid M. Fridman; Alexander S. Poznyak (SIAM J. Control. Optim., 2009)

Output Integral Sliding Mode for Min-Max Optimization of Multi-Plant Linear Uncertain Systems. - Francisco Javier Bejarano; Leonid M. Fridman; Alexander S. Poznyak (IEEE Trans. Autom. Control., 2009)

Reaching Time Estimation for "Super-Twisting" Second Order Sliding Mode Controller via Lyapunov Function Designing. - Andrei Polyakov 001; Alex Poznyak (IEEE Trans. Autom. Control., 2009)

Extraproximal Method Application for a Stackelberg-Nash Equilibrium Calculation in Static Hierarchical Games. - Samuel Moya; Alexander S. Poznyak (IEEE Trans. Syst. Man Cybern. Part B, 2009)

Probabilistic analysis of Robust Attractive Ellipsoids for quasi-linear discrete-time models. - Hussain Alazki; Alex Poznyak (CDC, 2010)

Design of sliding mode controllers with actuators using Attracting Ellipsoid Method. - Jorge Dávila; Alexander S. Poznyak (CDC, 2010)

Super-twisting adaptive sliding mode control: A Lyapunov design. - Yuri B. Shtessel; Jaime A. Moreno; Franck Plestan; Leonid M. Fridman; Alexander S. Poznyak (CDC, 2010)

Constraint robust stochastic discrete-time tracking: Attractive ellipsoids technique. - Hussain Alazki; Alex Poznyak (CCE, 2010)

Robust identification of uncertain Schrödinger type complex partial differential equations. - Isaac Chairez 001; Rita Fuentes; Alexander S. Poznyak; Tatyana Poznyak (CCE, 2010)

Design of variable gain super-twisting observer for nonlinear systems with sampled output. - Iván Salgado 001; Jaime A. Moreno; Leonid M. Fridman; Alexander S. Poznyak; Isaac Chairez 001 (CCE, 2010)

Model predictive control by differential neural networks approach. - Isaac Chairez 001; Alejandro García-González; Alexander S. Poznyak; Tatyana Poznyak (IJCNN, 2010)

Control Of Nuclear Research Reactors Based On A Generalized Hopfield Neural Network. - Jose Humberto Pérez-Cruz; Alexander S. Poznyak (Intell. Autom. Soft Comput., 2010)

New methodologies for adaptive sliding mode control. - Franck Plestan; Yuri B. Shtessel; Vincent Brégeault; Alex Poznyak (Int. J. Control, 2010)

Continuous Neural Networks Applied to identify a class of uncertain parabolic Partial differential equations. - Rita Fuentes; Alex Poznyak; Isaac Chairez 001; M. Franco; Tatyana Poznyak (Int. J. Model. Simul. Sci. Comput., 2010)

On the hybrid LQ-based control design for linear networked systems. - Vadim Azhmyakov; Rosalba Galván-Guerra; Alex Poznyak (J. Frankl. Inst., 2010)

Averaged attractive ellipsoid technique applied to inventory projectional control with uncertain stochastic demands. - Hussain Alazki; Alexander S. Poznyak (CDC/ECC, 2011)

Adaptive super-twist control with minimal chattering effect. - Vadim I. Utkin; Alexander S. Poznyak; Patricio Ordaz (CDC/ECC, 2011)

On applications of Attractive Ellipsoid Method to dynamic processes governed by implicit differential equations. - Raymundo Juarez 001; Alexander S. Poznyak; Vadim Azhmyakov (CCE, 2011)

Robust Stabilization of linear stochastic differential models with additive and multiplicative diffusion via attractive ellipsoid techniques. - Norma B. Lozada-Castillo; Hussain Alazki; Alexander S. Poznyak (CCE, 2011)

Convergence method, properties and computational complexity for Lyapunov games. - Julio B. Clempner; Alexander S. Poznyak (Int. J. Appl. Math. Comput. Sci., 2011)

Dynamic sliding mode control design using attracting ellipsoid method. - Jorge Dávila; Alexander S. Poznyak (Autom., 2011)

Invariant ellipsoid method for minimization of unmatched disturbances effects in sliding mode control. - Andrei Polyakov 001; Alex Poznyak (Autom., 2011)

Practical Stability of Time-Delay Systems: LMI's Approach. - Alexander S. Poznyak; Raúl Villafuerte; Sabine Mondié (Eur. J. Control, 2011)

Practical output feedback stabilisation for a class of continuous-time dynamic systems under sample-data outputs. - Alex Poznyak; Vadim Azhmyakov; Manuel Mera (Int. J. Control, 2011)

Time-varying matrix estimation in stochastic continuous-time models under coloured noise using LSM with forgetting factor. - Jesica Escobar; Alexander S. Poznyak (Int. J. Syst. Sci., 2011)

A variational characterization of the sliding mode control processes. - Vadim Azhmyakov; Alex Poznyak (ACC, 2012)

Neuro-observer based on backstepping technique for distributed parameters systems. - Rita Fuentes; Isaac Chairez 001; Alexander S. Poznyak (CCE, 2012)

Practical stability of control processes governed by semi-explicit DAEs. - Raymundo Juarez del Toro; Vadim Azhmyakov; Alexander S. Poznyak (CCE, 2012)

A robust dynamic controller for a class of nonlinear systems with sample-data outputs. - Manuel Mera; Alex Poznyak; Vadim Azhmyakov; Andrei Polyakov 001 (CCE, 2012)

On the practical stability for a class of switched system. - Carlos Manuel Perez; Alexander S. Poznyak; Vadim Azhmyakov (CCE, 2012)

The Furuta's pendulum stabilization without the use of a mathematical model: Attractive Ellipsoid Method with KL-adaptation. - Patricio Ordaz; Alex Poznyak (CDC, 2012)

Robust stochastic tracking for discrete-time models: designing of ellipsoid where random trajectories converge with probability one. - Hussain Alazki; Alex Poznyak (Int. J. Syst. Sci., 2012)

DNN-state identification of 2D distributed parameter systems. - Isaac Chairez 001; Rita Fuentes; Alexander S. Poznyak; Tatyana Poznyak; Marisol Escudero; Laura Viana (Int. J. Syst. Sci., 2012)

Inventory constraint control with uncertain stochastic demands: attractive ellipsoid technique application. - Hussain Sagi Alazki; Alexander Poznyak Gorbatch (IMA J. Math. Control. Inf., 2012)

Unified Lyapunov function for a finite-time stability analysis of relay second-order sliding mode control systems. - Andrei Polyakov 001; Alexander S. Poznyak (IMA J. Math. Control. Inf., 2012)

Robust bounded control for the flexible arm robot. - Hussain Alazki; Patricio Ordaz; Alexander S. Poznyak (CDC, 2013)

Analysis of best-reply strategies in repeated finite Markov chains games. - Julio B. Clempner; Alexander S. Poznyak (CDC, 2013)

Robust output stabilization of time-varying input delay systems using attractive ellipsoid method. - Andrey Polyakov 001; Alexander S. Poznyak; Jean-Pierre Richard (CDC, 2013)

Introduction. - Carlos A. Coello Coello; Norma Patricia Munoz Sevilla; Alexander Poznyak Gorbatch; Mariano Gamboa-Zúñiga; Jose Antonio Moreno-Cadenas (CCE, 2013)

Adaptive sliding mode control with application to super-twist algorithm: Equivalent control method. - Vadim I. Utkin; Alexander S. Poznyak (Autom., 2013)

Robust control design through the attractive ellipsoid technique for a class of linear stochastic models with multiplicative and additive noises. - Norma B. Lozada-Castillo; Hussain Alazki; Alexander S. Poznyak (IMA J. Math. Control. Inf., 2013)

A class of robust bounded controllers tracking a nonlinear discrete-time stochastic system: Attractive ellipsoid technique application. - Hussain Alazki; Alexander S. Poznyak (J. Frankl. Inst., 2013)

On the practical stability of control processes governed by implicit differential equations: The invariant ellipsoid based approach. - Vadim Azhmyakov; Alex Poznyak; Raymundo Juarez del Toro (J. Frankl. Inst., 2013)

A sample-time adjusted feedback for robust bounded output stabilization. - Patricio Ordaz; Hussain Alazki; Alexander S. Poznyak (Kybernetika, 2013)

Magnetic control of tethered cube-satellite stabilized by rotating. - Sajjad Keshtkar; Alexander S. Poznyak; Najmeh Keshtkar (CCE, 2014)

Non-smooth missiles guidance: Interceptor-defender scenario with uncertainties. - Alexander S. Poznyak (VSS, 2014)

Quantised and sampled output feedback for nonlinear systems. - Manuel Mera; Fernando Castaños; Alexander S. Poznyak (Int. J. Control, 2014)

Consistent approximations and variational description of some classes of sliding mode control processes. - Vadim Azhmyakov; Andrey Polyakov 001; Alex Poznyak (J. Frankl. Inst., 2014)

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

Solving the multi-traffic signal-control problem for a class of continuous-time markov games. - Rodrigo G. Castillo; Julio B. Clempner; Alexander S. Poznyak (CCE, 2015)

Orientation of radio-telescope secondary mirror via parallel platform. - Sajjad Keshtkar; Alexander S. Poznyak; Eusebio E. Hernandez; Armando Oropeza (CCE, 2015)

Computing the Lp-strong nash equilibrium looking for cooperative stability in multiple agents markov games. - Kristal K. Trejo; Julio B. Clempner; Alexander S. Poznyak (CCE, 2015)

Robust feedback design for stabilization of nonlinear systems with sampled-data and quantized output: Atractive ellipsoid method. - Alexander S. Poznyak (Autom. Remote. Control., 2015)

Computing the strong Nash equilibrium for Markov chains games. - Julio B. Clempner; Alexander S. Poznyak (Appl. Math. Comput., 2015)

Computing the Stackelberg/Nash Equilibria Using the Extraproximal Method: Convergence Analysis and Implementation Details for Markov Chains Games. - Kristal K. Trejo; Julio B. Clempner; Alexander S. Poznyak (Int. J. Appl. Math. Comput. Sci., 2015)

Modeling the multi-traffic signal-control synchronization: A Markov chains game theory approach. - Julio B. Clempner; Alexander S. Poznyak (Eng. Appl. Artif. Intell., 2015)

A priori-knowledge/actor-critic reinforcement learning architecture for computing the mean-variance customer portfolio: The case of bank marketing campaigns. - Emma M. Sánchez; Julio B. Clempner; Alexander S. Poznyak (Eng. Appl. Artif. Intell., 2015)

A Stackelberg security game with random strategies based on the extraproximal theoretic approach. - Kristal K. Trejo; Julio B. Clempner; Alexander S. Poznyak (Eng. Appl. Artif. Intell., 2015)

Stackelberg security games: Computing the shortest-path equilibrium. - Julio B. Clempner; Alexander S. Poznyak (Expert Syst. Appl., 2015)

Solving the mean-variance customer portfolio in Markov chains using iterated quadratic/Lagrange programming: A credit-card customer limits approach. - Emma M. Sánchez; Julio B. Clempner; Alexander S. Poznyak (Expert Syst. Appl., 2015)

'KL'-gain adaptation for attractive ellipsoid method. - Patricio Ordaz; Alex Poznyak (IMA J. Math. Control. Inf., 2015)

Practical stabilization of a class of switched systems: dwell-time approach. - Carlos Perez; Vadim Azhmyakov; Alexander S. Poznyak (IMA J. Math. Control. Inf., 2015)

Adaptive sliding mode control for solar tracker orientation. - Sajjad Keshtkar; Javad Keshtkar; Alexander S. Poznyak (ACC, 2016)

Adapting strategies to dynamic environments in controllable stackelberg security games. - Kristal K. Trejo; Julio B. Clempner; Alexander S. Poznyak (CDC, 2016)

Stochastic Sliding Mode Control: What is this? - Alexander S. Poznyak (VSS, 2016)

Stochastic super-twist dynamics. - Alexander S. Poznyak (VSS, 2016)

Conforming coalitions in Markov Stackelberg security games: Setting max cooperative defenders vs. non-cooperative attackers. - Julio B. Clempner; Alexander S. Poznyak (Appl. Soft Comput., 2016)

Modeling Multileader-Follower Noncooperative Stackelberg Games. - Cesar U. Solis; Julio B. Clempner; Alexander S. Poznyak (Cybern. Syst., 2016)

Convergence analysis for pure stationary strategies in repeated potential games: Nash, Lyapunov and correlated equilibria. - Julio B. Clempner; Alexander S. Poznyak (Expert Syst. Appl., 2016)

Adaptive sliding mode controller based on super-twist observer for tethered satellite system. - Sajjad Keshtkar; Alexander S. Poznyak (Int. J. Control, 2016)

Criteria of robust stability for time-varying 2D Wang-Mitchel differential systems: integral funnel method. - Victor N. Zhermolenko; Alexander S. Poznyak (Int. J. Control, 2016)

Min-max piecewise constant optimal control for multi-model linear systems. - Félix A. Miranda; Fernando Castaños; Alexander S. Poznyak (IMA J. Math. Control. Inf., 2016)

Necessary and sufficient conditions for stabilizability of planar parametrically perturbed control systems. - Victor N. Zhermolenko; Alexander S. Poznyak (IMA J. Math. Control. Inf., 2016)

An optimal strong equilibrium solution for cooperative multi-leader-follower Stackelberg Markov chains games. - Kristal K. Trejo; Julio B. Clempner; Alexander S. Poznyak (Kybernetika, 2016)

Solving the Pareto front for multiobjective Markov chains using the minimum Euclidean distance gradient-based optimization method. - Julio B. Clempner; Alexander S. Poznyak (Math. Comput. Simul., 2016)

Adaptive sliding-mode controller based on the "Super-Twist" state observer for control of the Stewart platform. - Sajjad Keshtkar; Alexander S. Poznyak; Eusebio E. Hernandez; Armando Oropeza (Autom. Remote. Control., 2017)

Negotiating transfer pricing using the Nash bargaining solution. - Julio B. Clempner; Alexander S. Poznyak (Int. J. Appl. Math. Comput. Sci., 2017)

Multiobjective Markov chains optimization problem with strong Pareto frontier: Principles of decision making. - Julio B. Clempner; Alexander S. Poznyak (Expert Syst. Appl., 2017)

Orientation of radio-telescope secondary mirror via adaptive sliding mode control. - Sajjad Keshtkar; Eusebio E. Hernandez; Armando Oropeza; Alexander S. Poznyak (Neurocomputing, 2017)

Using the extraproximal method for computing the shortest-path mixed Lyapunov equilibrium in Stackelberg security games. - Julio B. Clempner; Alexander S. Poznyak (Math. Comput. Simul., 2017)

Sliding Mode Control in Stochastic Continuos-Time Systems: µ-zone MS-Convergence. - Alexander S. Poznyak (IEEE Trans. Autom. Control., 2017)

Fast Terminal Sliding-Mode Control With an Integral Filter Applied to a Van Der Pol Oscillator. - Cesar U. Solis; Julio B. Clempner; Alexander S. Poznyak (IEEE Trans. Ind. Electron., 2017)

Parametric Estimation in Hamiltonian Systems. - Alejandra Hernandez; Alexander S. Poznyak (CCE, 2018)

Modeling and Simulation of Flexible Tethered Satellite System. - Najmeh Keshtkar; Manuel Sanjurjo Rivo; Alexander S. Poznyak; Sajjad Keshtkar (CCE, 2018)

Pendubot Robust Stabilization Based on Attractive Ellipsoid Method Using Electromechanical Model. - Bonifacio Sanchez; Patricio Ordaz; Alexander S. Poznyak (CCE, 2018)

Continuous-Time Extremum Seeking with Function Measurements Disturbed by Stochastic Noise: A Synchronous Detection Approach. - Cesar U. Solis; Julio B. Clempner; Alexander S. Poznyak (CCE, 2018)

Constrained Extremum Seeking with Function Measurements Disturbed by Stochastic Noise. - Cesar U. Solis; Julio B. Clempner; Alexander S. Poznyak (CCE, 2018)

Residence Time Regulation in Chemical Processes: Local Optimal Control Realization by Differential Neural Networks. - Tatyana Poznyak; Isaac Chairez 001; Alexander S. Poznyak (ISNN, 2018)

Adaptive sliding-mode control with integral compensation for robotic devices with state constraints. - David Cruz-Ortiz; Isaac Chairez 001; Alex Poznyak (SyRoCo, 2018)

Estimation of Contaminants Decomposition in Solid Phase with Ozone by Differential Neural Networks with Discontinuous Learning Law. - Tatyana Poznyak; Isaac Chairez 001; Alex Poznyak (VSS, 2018)

A Reinforcement Learning Approach for Solving the Mean Variance Customer Portfolio in Partially Observable Models. - Erick Asiain; Julio B. Clempner; Alexander S. Poznyak (Int. J. Artif. Intell. Tools, 2018)

Using the Manhattan distance for computing the multiobjective Markov chains problem. - Julio B. Clempner; Alexander S. Poznyak (Int. J. Comput. Math., 2018)

A Tikhonov regularized penalty function approach for solving polylinear programming problems. - Julio B. Clempner; Alexander S. Poznyak (J. Comput. Appl. Math., 2018)

Adapting attackers and defenders patrolling strategies: A reinforcement learning approach for Stackelberg security games. - Kristal K. Trejo; Julio B. Clempner; Alexander S. Poznyak (J. Comput. Syst. Sci., 2018)

Stochastic Super-Twist Sliding Mode Controller. - Alexander S. Poznyak (IEEE Trans. Autom. Control., 2018)

Decentralized sliding-mode control of robotic manipulator with constraint workspace: a finite-convergent barrier Lyapunov approach. - David Cruz-Ortiz; Isaac Chairez 001; Vadim I. Utkin; Alexander S. Poznyak (CCE, 2019)

DC Motor Control based on Robust run-time Optimization Algorithm. - Cesar U. Solis; Julio B. Clempner; Alexander S. Poznyak (CCE, 2019)

Projectional Learning Laws for Differential Neural Networks Based on Double-Averaged Sub-Gradient Descent Technique. - Isaac Chairez 001; Alexander S. Poznyak; Alexander V. Nazin; Tatyana Poznyak (ISNN (1), 2019)

Extremum Seeking for Second Order Uncertain Dynamic Plant. - Alexander S. Poznyak (MED, 2019)

Robust Identification under Correlated and Non-Gaussian Noises: WMLLM Procedure. - Alexander S. Poznyak (Autom. Remote. Control., 2019)

Robust Extremum Seeking for a Second Order Uncertain Plant Using a Sliding Mode Controller. - Cesar U. Solis; Julio B. Clempner; Alexander S. Poznyak (Int. J. Appl. Math. Comput. Sci., 2019)

A survey on artificial neural networks application for identification and control in environmental engineering: Biological and chemical systems with uncertain models. - Alexander S. Poznyak; Isaac Chairez 001; Tatyana Poznyak (Annu. Rev. Control., 2019)

Observer and control design in partially observable finite Markov chains. - Julio B. Clempner; Alexander S. Poznyak (Autom., 2019)

Continuous-time gradient-like descent algorithm for constrained convex unknown functions: Penalty method application. - Cesar U. Solis; Julio B. Clempner; Alexander S. Poznyak (J. Comput. Appl. Math., 2019)

Handling a Kullback-Leibler divergence random walk for scheduling effective patrol strategies in Stackelberg security games. - César U. S. Solis; Julio B. Clempner; Alexander S. Poznyak (Kybernetika, 2019)

Solving traffic queues at controlled-signalized intersections in continuous-time Markov games. - Rodrigo Castillo González; Julio B. Clempner; Alexander S. Poznyak (Math. Comput. Simul., 2019)

Controller exploitation-exploration reinforcement learning architecture for computing near-optimal policies. - Erick Asiain; Julio B. Clempner; Alexander S. Poznyak (Soft Comput., 2019)

Extended integral sliding mode robust sub-gradient extremum seeking control for tracking trajectory of autonomous underwater vehicle. - Alejandra Hernandez-Sanchez; Isaac Chairez 001; Alexander S. Poznyak (CoDIT, 2020)

Nonlinear Parametric Estimation of Hamiltonian Systems: Identification as Stabilization. - Alejandra Hernandez; Alexander S. Poznyak (Autom. Remote. Control., 2020)

Computing the Nash Bargaining Solution for Multiple Players in Discrete-Time Markov Chains Games. - Kristal K. Trejo; Julio B. Clempner; Alexander S. Poznyak (Cybern. Syst., 2020)

A nucleus for Bayesian Partially Observable Markov Games: Joint observer and mechanism design. - Julio B. Clempner; Alexander S. Poznyak (Eng. Appl. Artif. Intell., 2020)

Robust optimal feedback control design for uncertain systems based on artificial neural network approximation of the Bellman's value function. - Mariana Ballesteros-Escamilla; Isaac Chairez 001; Alexander S. Poznyak (Neurocomputing, 2020)

Conventional and high order sliding mode control. - Vadim Utkin; Alex Poznyak; Yury Orlov 001; Andrey Polyakov 001 (J. Frankl. Inst., 2020)

Finding the Strong Nash Equilibrium: Computation, Existence and Characterization for Markov Games. - Julio B. Clempner; Alexander S. Poznyak (J. Optim. Theory Appl., 2020)

Robust min-max optimal control design for systems with uncertain models: A neural dynamic programming approach. - Mariana Ballesteros-Escamilla; Isaac Chairez 001; Alexander S. Poznyak (Neural Networks, 2020)

Projectional Observers of Nonlinear Systems With Full-State Constraints. - Alejandro García-González; Alexander S. Poznyak; Isaac Chairez 001; Tatyana Poznyak (IEEE Trans. Circuits Syst., 2020)

Full-Order Observer for a Class of Nonlinear Systems With Unmatched Uncertainties: Joint Attractive Ellipsoid and Sliding Mode Concepts. - Bonifacio Sanchez; Carlos Cuvas; Patricio Ordaz; Omar-Jacobo Santos-Sánchez; Alexander S. Poznyak (IEEE Trans. Ind. Electron., 2020)

Non-parametric identification of homogeneous dynamical systems. - Mariana Ballesteros 001; Andrei Polyakov 001; Denis V. Efimov; Isaac Chairez 001; Alexander S. Poznyak (Autom., 2021)

Robust integral sliding mode controller for optimisation of measurable cost functions with constraints. - Cesar U. Solis; Julio B. Clempner; Alexander S. Poznyak (Int. J. Control, 2021)

Differential neural network approximation of positive systems: An asymmetric barrier Lyapunov functions approach for learning laws design. - Olga G. Andrianova; Alexander S. Poznyak; Isaac Chairez 001 (Neurocomputing, 2021)

Tridimensional autonomous motion robust control of submersible ship based on averaged sub-gradient integral sliding mode approach. - Alejandra Hernandez-Sanchez; Olga G. Andrianova; Alexander S. Poznyak; Isaac Chairez 001 (Int. J. Syst. Sci., 2021)

Dynamic Motion Backstepping Control of Underwater Autonomous Vehicle Based on Averaged Sub-gradient Integral Sliding Mode Method. - Alejandra Hernandez-Sanchez; Isaac Chairez 001; Alexander S. Poznyak; Olga G. Andrianova (J. Intell. Robotic Syst., 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 (IEEE Trans. Autom. Control., 2021)

Simultaneous state and parameter estimation method for a conventional ozonation system. - Isaac Chairez 001; Asif Chalanga; Alex Poznyak; Sarah K. Spurgeon; Tatyana Poznyak (Comput. Chem. Eng., 2022)

Parametric identification of ARMAX models with unknown forming filters. - Jesica Escobar; Alex Poznyak (IMA J. Math. Control. Inf., 2022)

Safe operation for teleoperated robotic manipulators with restricted synchronization error via non-singular terminal sliding-mode control. - David Cruz-Ortiz; Isaac Chairez 001; Alexander S. Poznyak (J. Frankl. Inst., 2022)

Robust stabilization of power systems subject to a series of lightning strokes modeled by Markov jumps: Attracting ellipsoids approach. - Hisham M. Soliman; Hussain Alazki; Alexander S. Poznyak (J. Frankl. Inst., 2022)

Robust dynamic backstepping averaged sub-gradient integral sliding mode control for navigation of mobile robots. - Alejandra Hernandez-Sanchez; Alexander S. Poznyak; Olga G. Andrianova; Isaac Chairez 001 (J. Syst. Control. Eng., 2022)

Adaptive modeling of nonnegative environmental systems based on projectional Differential Neural Networks observer. - Isaac Chairez 001; Olga G. Andrianova; Tatyana Poznyak; Alexander S. Poznyak (Neural Networks, 2022)

Practical Realization of Implicit Homogeneous Controllers for Linearized Systems. - David Cruz-Ortiz; Mariana Ballesteros 001; Andrey Polyakov 001; Denis V. Efimov; Isaac Chairez 001; Alexander S. Poznyak (IEEE Trans. Ind. Electron., 2022)

Sliding-Mode Control of Full-State Constraint Nonlinear Systems: A Barrier Lyapunov Function Approach. - David Cruz-Ortiz; Isaac Chairez 001; Alexander S. Poznyak (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Computing a mechanism for a Bayesian and partially observable Markov approach. - Julio B. Clempner; Alexander S. Poznyak (Int. J. Appl. Math. Comput. Sci., 2023)

Output feedback averaged sub-gradient integral sliding mode control to regulate the tridimensional autonomous motion of autonomous submersible vehicles. - Alejandra Hernandez-Sanchez; Alexander S. Poznyak; Olga G. Andrianova; Isaac Chairez Oria (J. Syst. Control. Eng., 2023)

Rational Continuous Neural Network Identifier for Singular Perturbed Systems With Uncertain Dynamical Models. - Olga G. Andrianova; Alex Poznyak; Rita Quetziquel Fuentes-Aguilar; Isaac Chairez 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Vadim I. Utkin and sliding mode control. - Alexander S. Poznyak; Yury V. Orlov (J. Frankl. Inst., 2023)

Differential Neural Networks Prediction Using Slow and Fast Hybrid Learning: Application to Prognosis of Infectionsand Deaths of COVID-19 Dynamics. - Alex Poznyak; Isaac Chairez 001; A. Anyutin (Neural Process. Lett., 2023)

Optimization and Games for Controllable Markov Chains - Numerical Methods with Application to Finance and Engineering - Julio B. Clempner; Alexander S. Poznyak (Springer, 2024)

Attractive ellipsoidal design for robust stabilization of time-delay stochastic power systems under a series of lightning surges. - Alexander S. Poznyak; Hussain Alazki; Hisham M. Soliman (Comput. Electr. Eng., 2024)

Differential neural network robust constrained controller using approximate dynamic programming. - Sebastian Noriega-Marquez; Alexander S. Poznyak; Alejandra Hernandez-Sanchez; Isaac Chairez 001 (Eur. J. Control, 2024)

Extremum seeking control for the trajectory tracking of a skid steering vehicle via averaged sub-gradient integral sliding-mode theory. - Alejandra Hernandez-Sanchez; Alex Poznyak; Isaac Chairez 001 (Robotics Auton. Syst., 2024)

Prof. Vadim I. Utkin (30.10.1937-18.09.2022). - Alexander S. Poznyak; Yury Orlov 001; Alexander Lukianov (Int. J. Control, 2024)

Differential Neural Network Identifier for Dynamical Systems With Time-Varying State Constraints. - Ilya Nachevsky; Olga G. Andrianova; Isaac Chairez 001; Alexander S. Poznyak (IEEE Trans. Neural Networks Learn. Syst., 2025)

ε-Nash Equilibrium of Pursuer-Evader-Defender Missile Navigation Dynamic Games. - Sebastian Noriega-Marquez; Alejandra Hernandez-Sanchez; Isaac Chairez 001; Alexander S. Poznyak (Unmanned Syst., 2025)

Adaptive Structure Strategy for Designing Nonparametric Models Based on Differential Neural Networks Using Functional Projection. - Arthur Mukhamedov; Grigory Bugriy; Irina Polikanova; Isaac Chairez 001; Alexander S. Poznyak; Viktor Chertopolokhov (IEEE Trans. Neural Networks Learn. Syst., 2025)