Alexander S. Poznyak

182 papers A* 1B 5C 11Journal 116Unranked 48

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Adaptive Structure Strategy for Designing Nonparametric Models Based on Differential Neural Networks Using Functional Projection. IEEE Trans. Neural Networks Learn. Syst. Arthur Mukhamedov, Grigory Bugriy, Irina Polikanova, Isaac Chairez, Alexander S. Poznyak, Viktor Chertopolokhov
2025	J	`jnl`	Differential Neural Network Identifier for Dynamical Systems With Time-Varying State Constraints. IEEE Trans. Neural Networks Learn. Syst. Ilya Nachevsky, Olga G. Andrianova, Isaac Chairez, Alexander S. Poznyak
2025	J	`jnl`	ε-Nash Equilibrium of Pursuer-Evader-Defender Missile Navigation Dynamic Games. Unmanned Syst. Sebastian Noriega-Marquez, Alejandra Hernandez-Sanchez, Isaac Chairez, Alexander S. Poznyak
2024	J	`jnl`	Attractive ellipsoidal design for robust stabilization of time-delay stochastic power systems under a series of lightning surges. Comput. Electr. Eng. Alexander S. Poznyak, Hussain Alazki, Hisham M. Soliman
2024	J	`jnl`	Differential neural network robust constrained controller using approximate dynamic programming. Eur. J. Control Sebastian Noriega-Marquez, Alexander S. Poznyak, Alejandra Hernandez-Sanchez, Isaac Chairez
2024	—	`book`	Optimization and Games for Controllable Markov Chains - Numerical Methods with Application to Finance and Engineering Julio B. Clempner, Alexander S. Poznyak
2024	J	`jnl`	Prof. Vadim I. Utkin (30.10.1937-18.09.2022). Int. J. Control Alexander S. Poznyak, Yury Orlov, Alexander Lukianov
2023	J	`jnl`	Computing a mechanism for a Bayesian and partially observable Markov approach. Int. J. Appl. Math. Comput. Sci. Julio B. Clempner, Alexander S. Poznyak
2023	J	`jnl`	Output feedback averaged sub-gradient integral sliding mode control to regulate the tridimensional autonomous motion of autonomous submersible vehicles. J. Syst. Control. Eng. Alejandra Hernandez-Sanchez, Alexander S. Poznyak, Olga G. Andrianova, Isaac Chairez Oria
2023	J	`jnl`	Vadim I. Utkin and sliding mode control. J. Frankl. Inst. Alexander S. Poznyak, Yury V. Orlov
2022	J	`jnl`	Adaptive modeling of nonnegative environmental systems based on projectional Differential Neural Networks observer. Neural Networks Isaac Chairez, Olga G. Andrianova, Tatyana Poznyak, Alexander S. Poznyak
2022	J	`jnl`	Practical Realization of Implicit Homogeneous Controllers for Linearized Systems. IEEE Trans. Ind. Electron. David Cruz-Ortiz, Mariana Ballesteros, Andrey Polyakov, Denis V. Efimov, Isaac Chairez, Alexander S. Poznyak
2022	J	`jnl`	Robust dynamic backstepping averaged sub-gradient integral sliding mode control for navigation of mobile robots. J. Syst. Control. Eng. Alejandra Hernandez-Sanchez, Alexander S. Poznyak, Olga G. Andrianova, Isaac Chairez
2022	J	`jnl`	Robust stabilization of power systems subject to a series of lightning strokes modeled by Markov jumps: Attracting ellipsoids approach. J. Frankl. Inst. Hisham M. Soliman, Hussain Alazki, Alexander S. Poznyak
2022	J	`jnl`	Safe operation for teleoperated robotic manipulators with restricted synchronization error via non-singular terminal sliding-mode control. J. Frankl. Inst. David Cruz-Ortiz, Isaac Chairez, Alexander S. Poznyak
2022	J	`jnl`	Sliding-Mode Control of Full-State Constraint Nonlinear Systems: A Barrier Lyapunov Function Approach. IEEE Trans. Syst. Man Cybern. Syst. David Cruz-Ortiz, Isaac Chairez, Alexander S. Poznyak
2021	J	`jnl`	Differential neural network approximation of positive systems: An asymmetric barrier Lyapunov functions approach for learning laws design. Neurocomputing Olga G. Andrianova, Alexander S. Poznyak, Isaac Chairez
2021	J	`jnl`	Dynamic Motion Backstepping Control of Underwater Autonomous Vehicle Based on Averaged Sub-gradient Integral Sliding Mode Method. J. Intell. Robotic Syst. Alejandra Hernandez-Sanchez, Isaac Chairez, Alexander S. Poznyak, Olga G. Andrianova
2021	J	`jnl`	Integral Sliding Mode Convex Optimization in Uncertain Lagrangian Systems Driven by PMDC Motors: Averaged Subgradient Approach. IEEE Trans. Autom. Control. Alexander S. Poznyak, Alexander V. Nazin, Hussain Alazki
2021	J	`jnl`	Non-parametric identification of homogeneous dynamical systems. Autom. Mariana Ballesteros, Andrei Polyakov, Denis V. Efimov, Isaac Chairez, Alexander S. Poznyak
2021	J	`jnl`	Robust integral sliding mode controller for optimisation of measurable cost functions with constraints. Int. J. Control Cesar U. Solis, Julio B. Clempner, Alexander S. Poznyak
2021	J	`jnl`	Tridimensional autonomous motion robust control of submersible ship based on averaged sub-gradient integral sliding mode approach. Int. J. Syst. Sci. Alejandra Hernandez-Sanchez, Olga G. Andrianova, Alexander S. Poznyak, Isaac Chairez
2020	J	`jnl`	A nucleus for Bayesian Partially Observable Markov Games: Joint observer and mechanism design. Eng. Appl. Artif. Intell. Julio B. Clempner, Alexander S. Poznyak
2020	J	`jnl`	Computing the Nash Bargaining Solution for Multiple Players in Discrete-Time Markov Chains Games. Cybern. Syst. Kristal K. Trejo, Julio B. Clempner, Alexander S. Poznyak
2020	C	`conf`	Extended integral sliding mode robust sub-gradient extremum seeking control for tracking trajectory of autonomous underwater vehicle. CoDIT Alejandra Hernandez-Sanchez, Isaac Chairez, Alexander S. Poznyak
2020	J	`jnl`	Finding the Strong Nash Equilibrium: Computation, Existence and Characterization for Markov Games. J. Optim. Theory Appl. Julio B. Clempner, Alexander S. Poznyak
2020	J	`jnl`	Full-Order Observer for a Class of Nonlinear Systems With Unmatched Uncertainties: Joint Attractive Ellipsoid and Sliding Mode Concepts. IEEE Trans. Ind. Electron. Bonifacio Sanchez, Carlos Cuvas, Patricio Ordaz, Omar-Jacobo Santos-Sánchez, Alexander S. Poznyak
2020	J	`jnl`	Nonlinear Parametric Estimation of Hamiltonian Systems: Identification as Stabilization. Autom. Remote. Control. Alejandra Hernandez, Alexander S. Poznyak
2020	J	`jnl`	Projectional Observers of Nonlinear Systems With Full-State Constraints. IEEE Trans. Circuits Syst. Alejandro García-González, Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak
2020	J	`jnl`	Robust min-max optimal control design for systems with uncertain models: A neural dynamic programming approach. Neural Networks Mariana Ballesteros-Escamilla, Isaac Chairez, Alexander S. Poznyak
2020	J	`jnl`	Robust optimal feedback control design for uncertain systems based on artificial neural network approximation of the Bellman's value function. Neurocomputing Mariana Ballesteros-Escamilla, Isaac Chairez, Alexander S. Poznyak
2019	J	`jnl`	A survey on artificial neural networks application for identification and control in environmental engineering: Biological and chemical systems with uncertain models. Annu. Rev. Control. Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak
2019	J	`jnl`	Continuous-time gradient-like descent algorithm for constrained convex unknown functions: Penalty method application. J. Comput. Appl. Math. Cesar U. Solis, Julio B. Clempner, Alexander S. Poznyak
2019	J	`jnl`	Controller exploitation-exploration reinforcement learning architecture for computing near-optimal policies. Soft Comput. Erick Asiain, Julio B. Clempner, Alexander S. Poznyak
2019	—	`conf`	DC Motor Control based on Robust run-time Optimization Algorithm. CCE Cesar U. Solis, Julio B. Clempner, Alexander S. Poznyak
2019	—	`conf`	Decentralized sliding-mode control of robotic manipulator with constraint workspace: a finite-convergent barrier Lyapunov approach. CCE David Cruz-Ortiz, Isaac Chairez, Vadim I. Utkin, Alexander S. Poznyak
2019	—	`conf`	Extremum Seeking for Second Order Uncertain Dynamic Plant. MED Alexander S. Poznyak
2019	J	`jnl`	Handling a Kullback-Leibler divergence random walk for scheduling effective patrol strategies in Stackelberg security games. Kybernetika César U. S. Solis, Julio B. Clempner, Alexander S. Poznyak
2019	J	`jnl`	Observer and control design in partially observable finite Markov chains. Autom. Julio B. Clempner, Alexander S. Poznyak
2019	—	`conf`	Projectional Learning Laws for Differential Neural Networks Based on Double-Averaged Sub-Gradient Descent Technique. ISNN (1) Isaac Chairez, Alexander S. Poznyak, Alexander V. Nazin, Tatyana Poznyak
2019	J	`jnl`	Robust Extremum Seeking for a Second Order Uncertain Plant Using a Sliding Mode Controller. Int. J. Appl. Math. Comput. Sci. Cesar U. Solis, Julio B. Clempner, Alexander S. Poznyak
2019	J	`jnl`	Robust Identification under Correlated and Non-Gaussian Noises: WMLLM Procedure. Autom. Remote. Control. Alexander S. Poznyak
2019	J	`jnl`	Solving traffic queues at controlled-signalized intersections in continuous-time Markov games. Math. Comput. Simul. Rodrigo Castillo González, Julio B. Clempner, Alexander S. Poznyak
2018	J	`jnl`	A Reinforcement Learning Approach for Solving the Mean Variance Customer Portfolio in Partially Observable Models. Int. J. Artif. Intell. Tools Erick Asiain, Julio B. Clempner, Alexander S. Poznyak
2018	J	`jnl`	A Tikhonov regularized penalty function approach for solving polylinear programming problems. J. Comput. Appl. Math. Julio B. Clempner, Alexander S. Poznyak
2018	J	`jnl`	Adapting attackers and defenders patrolling strategies: A reinforcement learning approach for Stackelberg security games. J. Comput. Syst. Sci. Kristal K. Trejo, Julio B. Clempner, Alexander S. Poznyak
2018	—	`conf`	Constrained Extremum Seeking with Function Measurements Disturbed by Stochastic Noise. CCE Cesar U. Solis, Julio B. Clempner, Alexander S. Poznyak
2018	—	`conf`	Continuous-Time Extremum Seeking with Function Measurements Disturbed by Stochastic Noise: A Synchronous Detection Approach. CCE Cesar U. Solis, Julio B. Clempner, Alexander S. Poznyak
2018	—	`conf`	Modeling and Simulation of Flexible Tethered Satellite System. CCE Najmeh Keshtkar, Manuel Sanjurjo Rivo, Alexander S. Poznyak, Sajjad Keshtkar
2018	—	`conf`	Parametric Estimation in Hamiltonian Systems. CCE Alejandra Hernandez, Alexander S. Poznyak
2018	—	`conf`	Pendubot Robust Stabilization Based on Attractive Ellipsoid Method Using Electromechanical Model. CCE Bonifacio Sanchez, Patricio Ordaz, Alexander S. Poznyak
2018	C	`conf`	Residence Time Regulation in Chemical Processes: Local Optimal Control Realization by Differential Neural Networks. ISNN Tatyana Poznyak, Isaac Chairez, Alexander S. Poznyak
2018	J	`jnl`	Stochastic Super-Twist Sliding Mode Controller. IEEE Trans. Autom. Control. Alexander S. Poznyak
2018	J	`jnl`	Using the Manhattan distance for computing the multiobjective Markov chains problem. Int. J. Comput. Math. Julio B. Clempner, Alexander S. Poznyak
2017	J	`jnl`	Adaptive sliding-mode controller based on the "Super-Twist" state observer for control of the Stewart platform. Autom. Remote. Control. Sajjad Keshtkar, Alexander S. Poznyak, Eusebio E. Hernandez, Armando Oropeza
2017	J	`jnl`	Fast Terminal Sliding-Mode Control With an Integral Filter Applied to a Van Der Pol Oscillator. IEEE Trans. Ind. Electron. Cesar U. Solis, Julio B. Clempner, Alexander S. Poznyak
2017	J	`jnl`	Multiobjective Markov chains optimization problem with strong Pareto frontier: Principles of decision making. Expert Syst. Appl. Julio B. Clempner, Alexander S. Poznyak
2017	J	`jnl`	Negotiating transfer pricing using the Nash bargaining solution. Int. J. Appl. Math. Comput. Sci. Julio B. Clempner, Alexander S. Poznyak
2017	J	`jnl`	Orientation of radio-telescope secondary mirror via adaptive sliding mode control. Neurocomputing Sajjad Keshtkar, Eusebio E. Hernandez, Armando Oropeza, Alexander S. Poznyak
2017	J	`jnl`	Sliding Mode Control in Stochastic Continuos-Time Systems: µ-zone MS-Convergence. IEEE Trans. Autom. Control. Alexander S. Poznyak
2017	J	`jnl`	Using the extraproximal method for computing the shortest-path mixed Lyapunov equilibrium in Stackelberg security games. Math. Comput. Simul. Julio B. Clempner, Alexander S. Poznyak
2016	—	`conf`	Adapting strategies to dynamic environments in controllable stackelberg security games. CDC Kristal K. Trejo, Julio B. Clempner, Alexander S. Poznyak
2016	C	`conf`	Adaptive sliding mode control for solar tracker orientation. ACC Sajjad Keshtkar, Javad Keshtkar, Alexander S. Poznyak
2016	J	`jnl`	Adaptive sliding mode controller based on super-twist observer for tethered satellite system. Int. J. Control Sajjad Keshtkar, Alexander S. Poznyak
2016	J	`jnl`	An optimal strong equilibrium solution for cooperative multi-leader-follower Stackelberg Markov chains games. Kybernetika Kristal K. Trejo, Julio B. Clempner, Alexander S. Poznyak
2016	J	`jnl`	Conforming coalitions in Markov Stackelberg security games: Setting max cooperative defenders vs. non-cooperative attackers. Appl. Soft Comput. Julio B. Clempner, Alexander S. Poznyak
2016	J	`jnl`	Convergence analysis for pure stationary strategies in repeated potential games: Nash, Lyapunov and correlated equilibria. Expert Syst. Appl. Julio B. Clempner, Alexander S. Poznyak
2016	J	`jnl`	Criteria of robust stability for time-varying 2D Wang-Mitchel differential systems: integral funnel method. Int. J. Control Victor N. Zhermolenko, Alexander S. Poznyak
2016	J	`jnl`	Min-max piecewise constant optimal control for multi-model linear systems. IMA J. Math. Control. Inf. Félix A. Miranda, Fernando Castaños, Alexander S. Poznyak
2016	J	`jnl`	Modeling Multileader-Follower Noncooperative Stackelberg Games. Cybern. Syst. Cesar U. Solis, Julio B. Clempner, Alexander S. Poznyak
2016	J	`jnl`	Necessary and sufficient conditions for stabilizability of planar parametrically perturbed control systems. IMA J. Math. Control. Inf. Victor N. Zhermolenko, Alexander S. Poznyak
2016	J	`jnl`	Solving the Pareto front for multiobjective Markov chains using the minimum Euclidean distance gradient-based optimization method. Math. Comput. Simul. Julio B. Clempner, Alexander S. Poznyak
2016	—	`conf`	Stochastic Sliding Mode Control: What is this? VSS Alexander S. Poznyak
2016	—	`conf`	Stochastic super-twist dynamics. VSS Alexander S. Poznyak
2015	J	`jnl`	A Stackelberg security game with random strategies based on the extraproximal theoretic approach. Eng. Appl. Artif. Intell. Kristal K. Trejo, Julio B. Clempner, Alexander S. Poznyak
2015	J	`jnl`	A priori-knowledge/actor-critic reinforcement learning architecture for computing the mean-variance customer portfolio: The case of bank marketing campaigns. Eng. Appl. Artif. Intell. Emma M. Sánchez, Julio B. Clempner, Alexander S. Poznyak
2015	—	`conf`	Computing the Lp-strong nash equilibrium looking for cooperative stability in multiple agents markov games. CCE Kristal K. Trejo, Julio B. Clempner, Alexander S. Poznyak
2015	J	`jnl`	Computing the Stackelberg/Nash Equilibria Using the Extraproximal Method: Convergence Analysis and Implementation Details for Markov Chains Games. Int. J. Appl. Math. Comput. Sci. Kristal K. Trejo, Julio B. Clempner, Alexander S. Poznyak
2015	J	`jnl`	Computing the strong Nash equilibrium for Markov chains games. Appl. Math. Comput. Julio B. Clempner, Alexander S. Poznyak
2015	J	`jnl`	Modeling the multi-traffic signal-control synchronization: A Markov chains game theory approach. Eng. Appl. Artif. Intell. Julio B. Clempner, Alexander S. Poznyak
2015	C	`conf`	Optimization of a class of nonlinear switched systems with fixed-levels control inputs. ACC Vadim Azhmyakov, Javier Cabrera Martinez, Alexander S. Poznyak, Ruthber Rodriguez Serrezuela
2015	—	`conf`	Orientation of radio-telescope secondary mirror via parallel platform. CCE Sajjad Keshtkar, Alexander S. Poznyak, Eusebio E. Hernandez, Armando Oropeza
2015	J	`jnl`	Practical stabilization of a class of switched systems: dwell-time approach. IMA J. Math. Control. Inf. Carlos Perez, Vadim Azhmyakov, Alexander S. Poznyak
2015	J	`jnl`	Robust feedback design for stabilization of nonlinear systems with sampled-data and quantized output: Atractive ellipsoid method. Autom. Remote. Control. Alexander S. Poznyak
2015	J	`jnl`	Solving the mean-variance customer portfolio in Markov chains using iterated quadratic/Lagrange programming: A credit-card customer limits approach. Expert Syst. Appl. Emma M. Sánchez, Julio B. Clempner, Alexander S. Poznyak
2015	—	`conf`	Solving the multi-traffic signal-control problem for a class of continuous-time markov games. CCE Rodrigo G. Castillo, Julio B. Clempner, Alexander S. Poznyak
2015	J	`jnl`	Stackelberg security games: Computing the shortest-path equilibrium. Expert Syst. Appl. Julio B. Clempner, Alexander S. Poznyak
2014	—	`conf`	Magnetic control of tethered cube-satellite stabilized by rotating. CCE Sajjad Keshtkar, Alexander S. Poznyak, Najmeh Keshtkar
2014	J	`jnl`	Min-max piecewise constant optimal control for multi-model linear systems. CoRR Félix A. Miranda, Fernando Castaños, Alexander S. Poznyak
2014	—	`conf`	Non-smooth missiles guidance: Interceptor-defender scenario with uncertainties. VSS Alexander S. Poznyak
2014	J	`jnl`	Quantised and sampled output feedback for nonlinear systems. Int. J. Control Manuel Mera, Fernando Castaños, Alexander S. Poznyak
2013	J	`jnl`	A class of robust bounded controllers tracking a nonlinear discrete-time stochastic system: Attractive ellipsoid technique application. J. Frankl. Inst. Hussain Alazki, Alexander S. Poznyak
2013	J	`jnl`	A sample-time adjusted feedback for robust bounded output stabilization. Kybernetika Patricio Ordaz, Hussain Alazki, Alexander S. Poznyak
2013	J	`jnl`	Adaptive sliding mode control with application to super-twist algorithm: Equivalent control method. Autom. Vadim I. Utkin, Alexander S. Poznyak
2013	—	`conf`	Analysis of best-reply strategies in repeated finite Markov chains games. CDC Julio B. Clempner, Alexander S. Poznyak
2013	—	`conf`	Robust bounded control for the flexible arm robot. CDC Hussain Alazki, Patricio Ordaz, Alexander S. Poznyak
2013	J	`jnl`	Robust control design through the attractive ellipsoid technique for a class of linear stochastic models with multiplicative and additive noises. IMA J. Math. Control. Inf. Norma B. Lozada-Castillo, Hussain Alazki, Alexander S. Poznyak
2013	—	`conf`	Robust output stabilization of time-varying input delay systems using attractive ellipsoid method. CDC Andrey Polyakov, Alexander S. Poznyak, Jean-Pierre Richard
2012	J	`jnl`	DNN-state identification of 2D distributed parameter systems. Int. J. Syst. Sci. Isaac Chairez, Rita Fuentes, Alexander S. Poznyak, Tatyana Poznyak, Marisol Escudero, Laura Viana
2012	—	`conf`	Neuro-observer based on backstepping technique for distributed parameters systems. CCE Rita Fuentes, Isaac Chairez, Alexander S. Poznyak
2012	—	`conf`	On the practical stability for a class of switched system. CCE Carlos Manuel Perez, Alexander S. Poznyak, Vadim Azhmyakov
2012	—	`conf`	Practical stability of control processes governed by semi-explicit DAEs. CCE Raymundo Juarez del Toro, Vadim Azhmyakov, Alexander S. Poznyak
2012	J	`jnl`	Unified Lyapunov function for a finite-time stability analysis of relay second-order sliding mode control systems. IMA J. Math. Control. Inf. Andrei Polyakov, Alexander S. Poznyak
2011	—	`conf`	Adaptive super-twist control with minimal chattering effect. CDC/ECC Vadim I. Utkin, Alexander S. Poznyak, Patricio Ordaz
2011	—	`conf`	Averaged attractive ellipsoid technique applied to inventory projectional control with uncertain stochastic demands. CDC/ECC Hussain Alazki, Alexander S. Poznyak
2011	J	`jnl`	Convergence method, properties and computational complexity for Lyapunov games. Int. J. Appl. Math. Comput. Sci. Julio B. Clempner, Alexander S. Poznyak
2011	J	`jnl`	Dynamic sliding mode control design using attracting ellipsoid method. Autom. Jorge Dávila, Alexander S. Poznyak
2011	—	`conf`	On applications of Attractive Ellipsoid Method to dynamic processes governed by implicit differential equations. CCE Raymundo Juarez, Alexander S. Poznyak, Vadim Azhmyakov
2011	J	`jnl`	Practical Stability of Time-Delay Systems: LMI's Approach. Eur. J. Control Alexander S. Poznyak, Raúl Villafuerte, Sabine Mondié
2011	—	`conf`	Robust Stabilization of linear stochastic differential models with additive and multiplicative diffusion via attractive ellipsoid techniques. CCE Norma B. Lozada-Castillo, Hussain Alazki, Alexander S. Poznyak
2011	J	`jnl`	Time-varying matrix estimation in stochastic continuous-time models under coloured noise using LSM with forgetting factor. Int. J. Syst. Sci. Jesica Escobar, Alexander S. Poznyak
2010	J	`jnl`	Control Of Nuclear Research Reactors Based On A Generalized Hopfield Neural Network. Intell. Autom. Soft Comput. Jose Humberto Pérez-Cruz, Alexander S. Poznyak
2010	—	`conf`	Design of sliding mode controllers with actuators using Attracting Ellipsoid Method. CDC Jorge Dávila, Alexander S. Poznyak
2010	—	`conf`	Design of variable gain super-twisting observer for nonlinear systems with sampled output. CCE Iván Salgado, Jaime A. Moreno, Leonid M. Fridman, Alexander S. Poznyak, Isaac Chairez
2010	B	`conf`	Model predictive control by differential neural networks approach. IJCNN Isaac Chairez, Alejandro García-González, Alexander S. Poznyak, Tatyana Poznyak
2010	—	`conf`	Robust identification of uncertain Schrödinger type complex partial differential equations. CCE Isaac Chairez, Rita Fuentes, Alexander S. Poznyak, Tatyana Poznyak
2010	—	`conf`	Super-twisting adaptive sliding mode control: A Lyapunov design. CDC Yuri B. Shtessel, Jaime A. Moreno, Franck Plestan, Leonid M. Fridman, Alexander S. Poznyak
2009	J	`jnl`	Extraproximal Method Application for a Stackelberg-Nash Equilibrium Calculation in Static Hierarchical Games. IEEE Trans. Syst. Man Cybern. Part B Samuel Moya, Alexander S. Poznyak
2009	—	`conf`	Minimization of the unmatched disturbances in the sliding mode control systems via invariant ellipsoid method. CCA/ISIC Andrei Polyakov, Alexander S. Poznyak
2009	B	`conf`	Neural numerical modeling for uncertain distributed parameter systems. IJCNN Rita Fuentes, Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak
2009	J	`jnl`	Output Integral Sliding Mode for Min-Max Optimization of Multi-Plant Linear Uncertain Systems. IEEE Trans. Autom. Control. Francisco Javier Bejarano, Leonid M. Fridman, Alexander S. Poznyak
2009	—	`conf`	Partial Differential Equations Numerical Modeling Using Dynamic Neural Networks. ICANN (2) Rita Fuentes, Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak
2009	J	`jnl`	Robust Continuous-Time Matrix Estimation under Dependent Noise Perturbations: Sliding Modes Filtering and LSM with Forgetting. Circuits Syst. Signal Process. Jesica Escobar, Alexander S. Poznyak
2009	B	`conf`	Robust identification of uncertain nonlinear systems with state constrains by Differential Neural Networks. IJCNN Alejandro García-González, Isaac Chairez, Alexander S. Poznyak, Tatyana Poznyak
2009	C	`conf`	Trajectory tracking based on differential neural networks for a class of nonlinear systems. ACC Jose Humberto Pérez-Cruz, Alexander S. Poznyak
2009	J	`jnl`	Unknown Input and State Estimation for Unobservable Systems. SIAM J. Control. Optim. Francisco Javier Bejarano, Leonid M. Fridman, Alexander S. Poznyak
2008	C	`conf`	Neural control for power ascent of a TRIGA reactor. ACC Jose Humberto Pérez-Cruz, Alexander S. Poznyak
2008	C	`conf`	On the Dynamic Programming approach to multi-model robust optimal control problems. ACC Vadim Azhmyakov, Vladimir G. Boltyanski, Alexander S. Poznyak
2008	—	`conf`	Practical stability analysis for DNN observation. CDC Isaac Chairez Oria, Alexander S. Poznyak, Tatyana Poznyak
2008	—	`conf`	Practical stability of time delay systems: LMI's approach. CDC Raúl Villafuerte, Sabine Mondié, Alexander S. Poznyak
2008	—	`conf`	Projectional differential neural network observer with stable adaptation weights. CDC Alejandro García-González, Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak
2008	J	`jnl`	Sliding mode neurocontrol for the class of dynamic uncertain non-linear systems. Int. J. Control Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak
2008	—	`conf`	Urban traffic control problem a game theory approach. CDC Israel Alvarez Villalobos, Alexander S. Poznyak, Alejandro Malo
2007	—	`conf`	Continuous-time identification using LS-method under colored noise perturbations. CDC Jesica Escobar, Alexander S. Poznyak
2007	—	`conf`	Equilibrium in LQ differential games with multiple scenarios. CDC Manuel A. Jiménez-Lizárraga, Alexander S. Poznyak
2007	—	`conf`	Hierarchical observer for strongly detectable systems via second order sliding mode. CDC Francisco Javier Bejarano, Leonid M. Fridman, Alexander S. Poznyak
2007	C	`conf`	Identification of Measurable Dynamics of a Nuclear Research Reactor Using Differential Neural Networks. CCA Jose Humberto Pérez-Cruz, Alexander S. Poznyak
2007	—	`conf`	Numerical method for finding a static Stackelberg-Nash equilibrium: The case of favorable followers. CDC Samuel Moya, Alexander S. Poznyak
2007	J	`jnl`	Observation of linear systems with unknown inputs via high-order sliding-modes. Int. J. Syst. Sci. Francisco Javier Bejarano, Alexander S. Poznyak, Leonid M. Fridman
2007	J	`jnl`	Sliding mode parameter identification of systems with measurement noise. Int. J. Syst. Sci. Simon Baev, Ilya A. Shkolnikov, Yuri B. Shtessel, Alexander S. Poznyak
2007	J	`jnl`	Sliding modes time varying matrix identification for stochastic system. Int. J. Syst. Sci. Alexander S. Poznyak, Jesica Escobar, Yuri B. Shtessel
2007	—	`conf`	Urban traffic control problem via a game theory application. CDC Israel Alvarez, Alexander S. Poznyak, Alejandro Malo
2006	J	`jnl`	Bounded Weights Trajectories for Neural Network State Estimation. Res. Comput. Sci. Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak
2006	J	`jnl`	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.). Autom. Alexander S. Poznyak
2006	J	`jnl`	New Sliding-Mode Learning Law for Dynamic Neural Network Observer. IEEE Trans. Circuits Syst. II Express Briefs Isaac Chairez Oria, Alexander S. Poznyak, Tatyana Poznyak
2006	J	`jnl`	Physical Model-Free Observer for Nuclear Reactors using Differential Neural Networks with Sliding Mode Learning. Res. Comput. Sci. Alexander S. Poznyak, Jose Humberto Pérez-Cruz
2005	C	`conf`	Parameter identification of affine time varying systems using traditional and high order sliding modes. ACC Yuri B. Shtessel, Alexander S. Poznyak
2004	C	`conf`	Decomposition of the mini-max multimodel optimal problem via integral sliding mode control. ACC Leonid M. Fridman, Alexander S. Poznyak, Francisco Javier Bejarano
2004	J	`jnl`	Mini-max integral sliding-mode control for multimodel linear uncertain systems. IEEE Trans. Autom. Control. Alexander S. Poznyak, Leonid M. Fridman, Francisco Javier Bejarano
2004	J	`jnl`	Optimization based on a team of automata with binary outputs. Autom. Kaddour Najim, Alexander S. Poznyak, Enso Ikonen
2003	—	`conf`	Learning for repeated constrained games in counter-coalition space. CDC Alexander S. Poznyak, Martin Godoy-Alcantar, Eduardo Gómez-Ramírez
2003	J	`jnl`	Min-max sliding-mode control for multimodel linear time varying systems. IEEE Trans. Autom. Control. Alexander S. Poznyak, Yuri B. Shtessel, Carlos J. Gallegos
2002	J	`jnl`	Learning through reinforcement for N-person repeated constrained games. IEEE Trans. Syst. Man Cybern. Part B Alexander S. Poznyak, Kaddour Najim
2002	—	`conf`	Nonlinear PID controller for the regulation of fixed bed bioreactors. CDC Ricardo Aguilar, Rafael Martínez-Guerra, Alexander S. Poznyak
2001	J	`jnl`	Adaptive Tracking for DC-Derivate Motor Based on Matrix Forgetting. Computación y Sistemas José de J. Medel, Alexander S. Poznyak
2001	J	`jnl`	Adaptive policy for two finite Markov chains zero-sum stochastic game with unknown transition matrices and average payoffs. Autom. Kaddour Najim, Alexander S. Poznyak, Eduardo Gómez
2001	J	`jnl`	Bush-Mosteller learning for a zero-sum repeated game with random pay-offs. Int. J. Syst. Sci. Alexander S. Poznyak, Kaddour Najim
2001	C	`conf`	Estimation for HIV transmission using a reduced order uncertainty observer. ACC Rafael Martínez-Guerra, Ricardo Aguilar, Alexander S. Poznyak
2001	J	`jnl`	On-line identification and adaptive trajectory tracking for nonlinear stochastic continuous time systems using differential neural networks. Autom. Alexander S. Poznyak, Lennart Ljung
2000	—	`conf`	Adaptive zero-sum stochastic game for two finite Markov chains. CDC Alexander S. Poznyak, Kaddour Najim
2000	—	`conf`	Output trajectory tracking using dynamic neural networks. CDC Alexander S. Poznyak, Edgar N. Sánchez, Orlando Palma, Wen Yu
2000	J	`jnl`	Robustness property of high-gain observers for closed-loop nonlinear systems: theoretical study and robotics control application. Int. J. Syst. Sci. Rafael Martínez-Guerra, Alexander S. Poznyak, Vicente Diaz De Leon
1999	J	`jnl`	Adaptive control of constrained finite Markov chains. Autom. Alexander S. Poznyak, Kaddour Najim
1999	B	`conf`	Dynamic multilayer neural network for nonlinear system identification. IJCNN Edgar N. Sánchez, Alexander S. Poznyak, Wen Yu
1999	J	`jnl`	Matrix forgetting factor with adaptation. Int. J. Syst. Sci. Alexander S. Poznyak, J. J. Medel Juárez
1999	J	`jnl`	Matrix forgetting factor. Int. J. Syst. Sci. Alexander S. Poznyak
1999	A*	`conf`	Neural Adaptive Control of Two-Link Manipulator with Sliding Mode Compensation. ICRA Wen Yu, Alexander S. Poznyak, Edgar N. Sánchez
1999	J	`jnl`	Non-Linear System On-Line Identification using Dynamic Neural Networks. Intell. Autom. Soft Comput. Alexander S. Poznyak, Edgar N. Sánchez
1999	J	`jnl`	Nonlinear adaptive trajectory tracking using dynamic neural networks. IEEE Trans. Neural Networks Alexander S. Poznyak, Wen Yu, Edgar N. Sánchez, José P. Pérez
1999	—	`conf`	Passivity feedback equivalence of nonlinear systems via neural networks approximation. ECC Rafael Castro-Linares, Wen Yu, Alexander S. Poznyak
1999	—	`conf`	Robust adaptive control for multicomponent distillation column via dynamic neural network. ECC Wen Yu, Alexander S. Poznyak, Jaime Alvarez
1999	B	`conf`	System identification with partial-state measurement via dynamic multilayer neural networks. IJCNN Wen Yu, Alexander S. Poznyak
1998	J	`jnl`	Robust output feedback control for linear stochastic systems in continuous time with time-varying parameters. IEEE Trans. Autom. Control. Michael Taksar, Alexander S. Poznyak, A. Iparraguirre
1998	J	`jnl`	Structure adaptation of stochastic neural nets using learning automata technique. Int. J. Syst. Sci. Eduardo Gómez-Ramírez, Alexander S. Poznyak
1997	J	`jnl`	On nonlinear reinforcement schemes. IEEE Trans. Autom. Control. Alexander S. Poznyak, Kaddour Najim
1996	J	`jnl`	Adaptive selection of the optimal order of linear regression models using learning automata. Int. J. Syst. Sci. Alexander S. Poznyak, Kaddour Najim, Enso Ikonen
1996	J	`jnl`	Analysis of the behaviour of multilevel hierarchical systems of learning automata and their application for multimodal functions optimization. Int. J. Syst. Sci. Alexander S. Poznyak, Kaddour Najim, Mohamed Chtourou
1996	J	`jnl`	Calculation of residence time for nonlinear systems. Int. J. Syst. Sci. Kaddour Najim, Alexander S. Poznyak, Enso Ikonen
1996	J	`jnl`	Learning automata with continuous input and changing number of actions. Int. J. Syst. Sci. Alexander S. Poznyak, Kaddour Najim
1996	J	`jnl`	Learning automata with continuous inputs and their application for multimodal functions optimization. Int. J. Syst. Sci. Alexander S. Poznyak, Kaddour Najim, Mohamed Chtourou
1996	J	`jnl`	Multimodal searching technique based on learning automata with continuous input and changing number of actions. IEEE Trans. Syst. Man Cybern. Part B Kaddour Najim, Alexander S. Poznyak
1995	J	`jnl`	Nonlinear System Approximation by Neural Networks: Error Stability Analysis. Intell. Autom. Soft Comput. Alexander S. Poznyak, Edgar N. Sánchez