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ORCIDAlex Poznyak
Alexander S. Poznyak – Alexander Poznyak Gorbatch
Person information
- affiliation: CINVESTAV, Automatic Control Department, Mexico City, Mexico
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Books and Theses
- 2024
[b1]Julio B. Clempner, Alexander S. Poznyak
:
Optimization and Games for Controllable Markov Chains - Numerical Methods with Application to Finance and Engineering. Springer 2024, ISBN 978-3-031-43574-4, pp. 1-327
Journal Articles
- 2024
- [j127]Alexander S. Poznyak, Yury Orlov, Alexander Lukianov:
Prof. Vadim I. Utkin (30.10.1937-18.09.2022). Int. J. Control 97(2): 358 (2024) - 2023
- [j126]Alexander S. Poznyak, Yury V. Orlov:
Vadim I. Utkin and sliding mode control. J. Frankl. Inst. 360(17): 12892-12921 (2023) - [j125]Alejandra Hernandez-Sanchez, Alexander S. Poznyak, Olga G. Andrianova, Isaac Chairez Oria:
Output feedback averaged sub-gradient integral sliding mode control to regulate the tridimensional autonomous motion of autonomous submersible vehicles. J. Syst. Control. Eng. 237(4): 653-670 (2023) - [j124]Alex Poznyak, Isaac Chairez, A. Anyutin:
Differential Neural Networks Prediction Using Slow and Fast Hybrid Learning: Application to Prognosis of Infectionsand Deaths of COVID-19 Dynamics. Neural Process. Lett. 55(7): 9597-9613 (2023) - [j123]Olga G. Andrianova, Alex Poznyak, Rita Quetziquel Fuentes-Aguilar, Isaac Chairez:
Rational Continuous Neural Network Identifier for Singular Perturbed Systems With Uncertain Dynamical Models. IEEE Trans. Neural Networks Learn. Syst. 34(5): 2374-2385 (2023) - 2022
- [j122]Isaac Chairez, Asif Chalanga, Alex Poznyak, Sarah K. Spurgeon, Tatyana Poznyak:
Simultaneous state and parameter estimation method for a conventional ozonation system. Comput. Chem. Eng. 167: 108018 (2022) - [j121]Jesica Escobar, Alex Poznyak:
Parametric identification of ARMAX models with unknown forming filters. IMA J. Math. Control. Inf. 39(1): 171-184 (2022) - [j120]Hisham M. Soliman, Hussain Alazki, Alexander S. Poznyak:
Robust stabilization of power systems subject to a series of lightning strokes modeled by Markov jumps: Attracting ellipsoids approach. J. Frankl. Inst. 359(8): 3389-3404 (2022) - [j119]David Cruz-Ortiz, Isaac Chairez, Alexander S. Poznyak:
Safe operation for teleoperated robotic manipulators with restricted synchronization error via non-singular terminal sliding-mode control. J. Frankl. Inst. 359(14): 7458-7481 (2022) - [j118]Alejandra Hernandez-Sanchez, Alexander S. Poznyak, Olga G. Andrianova, Isaac Chairez:
Robust dynamic backstepping averaged sub-gradient integral sliding mode control for navigation of mobile robots. J. Syst. Control. Eng. 236(7): 1400-1420 (2022) - [j117]Isaac Chairez, Olga G. Andrianova, Tatyana Poznyak, Alexander S. Poznyak:
Adaptive modeling of nonnegative environmental systems based on projectional Differential Neural Networks observer. Neural Networks 151: 156-167 (2022) - [j116]David Cruz-Ortiz, Mariana Ballesteros, Andrey Polyakov, Denis V. Efimov, Isaac Chairez, Alexander S. Poznyak:
Practical Realization of Implicit Homogeneous Controllers for Linearized Systems. IEEE Trans. Ind. Electron. 69(5): 5142-5151 (2022) - [j115]David Cruz-Ortiz, Isaac Chairez, Alexander S. Poznyak:
Sliding-Mode Control of Full-State Constraint Nonlinear Systems: A Barrier Lyapunov Function Approach. IEEE Trans. Syst. Man Cybern. Syst. 52(10): 6593-6606 (2022) - 2021
- [j114]Mariana Ballesteros, Andrei Polyakov, Denis V. Efimov, Isaac Chairez, Alexander S. Poznyak:
Non-parametric identification of homogeneous dynamical systems. Autom. 129: 109600 (2021) - [j113]Cesar U. Solis, Julio B. Clempner, Alexander S. Poznyak:
Robust integral sliding mode controller for optimisation of measurable cost functions with constraints. Int. J. Control 94(6): 1651-1663 (2021) - [j112]Olga G. Andrianova, Alexander S. Poznyak, Isaac Chairez:
Differential neural network approximation of positive systems: An asymmetric barrier Lyapunov functions approach for learning laws design. Neurocomputing 457: 128-140 (2021) - [j111]Alejandra Hernandez-Sanchez, Olga G. Andrianova, Alexander S. Poznyak, Isaac Chairez:
Tridimensional autonomous motion robust control of submersible ship based on averaged sub-gradient integral sliding mode approach. Int. J. Syst. Sci. 52(3): 541-554 (2021) - [j110]Alejandra Hernandez-Sanchez, Isaac Chairez, Alexander S. Poznyak, Olga G. Andrianova:
Dynamic Motion Backstepping Control of Underwater Autonomous Vehicle Based on Averaged Sub-gradient Integral Sliding Mode Method. J. Intell. Robotic Syst. 103(3): 48 (2021) - [j109]Alexander S. Poznyak, Alexander V. Nazin, Hussain Alazki:
Integral Sliding Mode Convex Optimization in Uncertain Lagrangian Systems Driven by PMDC Motors: Averaged Subgradient Approach. IEEE Trans. Autom. Control. 66(9): 4267-4273 (2021) - 2020
- [j108]Alejandra Hernandez, Alexander S. Poznyak:
Nonlinear Parametric Estimation of Hamiltonian Systems: Identification as Stabilization. Autom. Remote. Control. 81(9): 1611-1626 (2020) - [j107]Kristal K. Trejo, Julio B. Clempner, Alexander S. Poznyak:
Computing the Nash Bargaining Solution for Multiple Players in Discrete-Time Markov Chains Games. Cybern. Syst. 51(1): 1-26 (2020) - [j106]Julio B. Clempner, Alexander S. Poznyak:
A nucleus for Bayesian Partially Observable Markov Games: Joint observer and mechanism design. Eng. Appl. Artif. Intell. 95: 103876 (2020) - [j105]Mariana Ballesteros-Escamilla, Isaac Chairez, Alexander S. Poznyak:
Robust optimal feedback control design for uncertain systems based on artificial neural network approximation of the Bellman's value function. Neurocomputing 413: 134-144 (2020) - [j104]Vadim Utkin, Alex Poznyak, Yury Orlov, Andrey Polyakov:
Conventional and high order sliding mode control. J. Frankl. Inst. 357(15): 10244-10261 (2020) - [j103]Julio B. Clempner, Alexander S. Poznyak:
Finding the Strong Nash Equilibrium: Computation, Existence and Characterization for Markov Games. J. Optim. Theory Appl. 186(3): 1029-1052 (2020) - [j102]Mariana Ballesteros-Escamilla, Isaac Chairez, Alexander S. Poznyak:
Robust min-max optimal control design for systems with uncertain models: A neural dynamic programming approach. Neural Networks 125: 153-164 (2020) - [j101]Alejandro García-González, Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak:
Projectional Observers of Nonlinear Systems With Full-State Constraints. IEEE Trans. Circuits Syst. 67-II(12): 3078-3082 (2020) - [j100]Bonifacio Sanchez, Carlos Cuvas, Patricio Ordaz, Omar-Jacobo Santos-Sánchez, Alexander S. Poznyak:
Full-Order Observer for a Class of Nonlinear Systems With Unmatched Uncertainties: Joint Attractive Ellipsoid and Sliding Mode Concepts. IEEE Trans. Ind. Electron. 67(7): 5677-5686 (2020) - 2019
- [j99]Alexander S. Poznyak:
Robust Identification under Correlated and Non-Gaussian Noises: WMLLM Procedure. Autom. Remote. Control. 80(9): 1628-1644 (2019) - [j98]Cesar U. Solis, Julio B. Clempner, Alexander S. Poznyak:
Robust Extremum Seeking for a Second Order Uncertain Plant Using a Sliding Mode Controller. Int. J. Appl. Math. Comput. Sci. 29(4): 703-712 (2019) - [j97]Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak:
A survey on artificial neural networks application for identification and control in environmental engineering: Biological and chemical systems with uncertain models. Annu. Rev. Control. 48: 250-272 (2019) - [j96]Julio B. Clempner, Alexander S. Poznyak:
Observer and control design in partially observable finite Markov chains. Autom. 110 (2019) - [j95]Cesar U. Solis, Julio B. Clempner, Alexander S. Poznyak:
Continuous-time gradient-like descent algorithm for constrained convex unknown functions: Penalty method application. J. Comput. Appl. Math. 355: 268-282 (2019) - [j94]César U. S. Solis, Julio B. Clempner, Alexander S. Poznyak:
Handling a Kullback-Leibler divergence random walk for scheduling effective patrol strategies in Stackelberg security games. Kybernetika 55(4): 618-640 (2019) - [j93]Rodrigo Castillo González, Julio B. Clempner, Alexander S. Poznyak:
Solving traffic queues at controlled-signalized intersections in continuous-time Markov games. Math. Comput. Simul. 166: 283-297 (2019) - [j92]Erick Asiain, Julio B. Clempner, Alexander S. Poznyak:
Controller exploitation-exploration reinforcement learning architecture for computing near-optimal policies. Soft Comput. 23(11): 3591-3604 (2019) - 2018
- [j91]Erick Asiain, Julio B. Clempner, Alexander S. Poznyak:
A Reinforcement Learning Approach for Solving the Mean Variance Customer Portfolio in Partially Observable Models. Int. J. Artif. Intell. Tools 27(8): 1850034:1-1850034:30 (2018) - [j90]Julio B. Clempner, Alexander S. Poznyak:
Using the Manhattan distance for computing the multiobjective Markov chains problem. Int. J. Comput. Math. 95(11): 2269-2286 (2018) - [j89]Julio B. Clempner, Alexander S. Poznyak:
A Tikhonov regularized penalty function approach for solving polylinear programming problems. J. Comput. Appl. Math. 328: 267-286 (2018) - [j88]Kristal K. Trejo, Julio B. Clempner, Alexander S. Poznyak:
Adapting attackers and defenders patrolling strategies: A reinforcement learning approach for Stackelberg security games. J. Comput. Syst. Sci. 95: 35-54 (2018) - [j87]Alexander S. Poznyak:
Stochastic Super-Twist Sliding Mode Controller. IEEE Trans. Autom. Control. 63(5): 1538-1544 (2018) - 2017
- [j86]Sajjad Keshtkar, Alexander S. Poznyak, Eusebio E. Hernandez, Armando Oropeza:
Adaptive sliding-mode controller based on the "Super-Twist" state observer for control of the Stewart platform. Autom. Remote. Control. 78(7): 1218-1233 (2017) - [j85]Julio B. Clempner, Alexander S. Poznyak:
Negotiating transfer pricing using the Nash bargaining solution. Int. J. Appl. Math. Comput. Sci. 27(4): 853-864 (2017) - [j84]Julio B. Clempner, Alexander S. Poznyak:
Multiobjective Markov chains optimization problem with strong Pareto frontier: Principles of decision making. Expert Syst. Appl. 68: 123-135 (2017) - [j83]Sajjad Keshtkar, Eusebio E. Hernandez, Armando Oropeza, Alexander S. Poznyak:
Orientation of radio-telescope secondary mirror via adaptive sliding mode control. Neurocomputing 233: 43-51 (2017) - [j82]Julio B. Clempner, Alexander S. Poznyak:
Using the extraproximal method for computing the shortest-path mixed Lyapunov equilibrium in Stackelberg security games. Math. Comput. Simul. 138: 14-30 (2017) - [j81]Alexander S. Poznyak:
Sliding Mode Control in Stochastic Continuos-Time Systems: µ-zone MS-Convergence. IEEE Trans. Autom. Control. 62(2): 863-868 (2017) - [j80]Cesar U. Solis, Julio B. Clempner, Alexander S. Poznyak:
Fast Terminal Sliding-Mode Control With an Integral Filter Applied to a Van Der Pol Oscillator. IEEE Trans. Ind. Electron. 64(7): 5622-5628 (2017) - 2016
- [j79]Julio B. Clempner, Alexander S. Poznyak:
Conforming coalitions in Markov Stackelberg security games: Setting max cooperative defenders vs. non-cooperative attackers. Appl. Soft Comput. 47: 1-11 (2016) - [j78]Cesar U. Solis, Julio B. Clempner, Alexander S. Poznyak:
Modeling Multileader-Follower Noncooperative Stackelberg Games. Cybern. Syst. 47(8): 650-673 (2016) - [j77]Julio B. Clempner, Alexander S. Poznyak:
Convergence analysis for pure stationary strategies in repeated potential games: Nash, Lyapunov and correlated equilibria. Expert Syst. Appl. 46: 474-484 (2016) - [j76]Sajjad Keshtkar, Alexander S. Poznyak:
Adaptive sliding mode controller based on super-twist observer for tethered satellite system. Int. J. Control 89(9): 1904-1915 (2016) - [j75]Victor N. Zhermolenko, Alexander S. Poznyak:
Criteria of robust stability for time-varying 2D Wang-Mitchel differential systems: integral funnel method. Int. J. Control 89(11): 2297-2310 (2016) - [j74]Victor N. Zhermolenko, Alexander S. Poznyak:
Necessary and sufficient conditions for stabilizability of planar parametrically perturbed control systems. IMA J. Math. Control. Inf. 33(1): 53-68 (2016) - [j73]Félix A. Miranda, Fernando Castaños, Alexander S. Poznyak:
Min-max piecewise constant optimal control for multi-model linear systems. IMA J. Math. Control. Inf. 33(4): 1157-1176 (2016) - [j72]Kristal K. Trejo, Julio B. Clempner, Alexander S. Poznyak:
An optimal strong equilibrium solution for cooperative multi-leader-follower Stackelberg Markov chains games. Kybernetika 52(2): 258-279 (2016) - [j71]Julio B. Clempner, Alexander S. Poznyak:
Solving the Pareto front for multiobjective Markov chains using the minimum Euclidean distance gradient-based optimization method. Math. Comput. Simul. 119: 142-160 (2016) - 2015
- [j70]Alexander S. Poznyak:
Robust feedback design for stabilization of nonlinear systems with sampled-data and quantized output: Atractive ellipsoid method. Autom. Remote. Control. 76(5): 834-846 (2015) - [j69]Julio B. Clempner, Alexander S. Poznyak:
Computing the strong Nash equilibrium for Markov chains games. Appl. Math. Comput. 265: 911-927 (2015) - [j68]Kristal K. Trejo, Julio B. Clempner, Alexander S. Poznyak:
Computing the Stackelberg/Nash Equilibria Using the Extraproximal Method: Convergence Analysis and Implementation Details for Markov Chains Games. Int. J. Appl. Math. Comput. Sci. 25(2): 337-351 (2015) - [j67]Kristal K. Trejo, Julio B. Clempner, Alexander S. Poznyak:
A Stackelberg security game with random strategies based on the extraproximal theoretic approach. Eng. Appl. Artif. Intell. 37: 145-153 (2015) - [j66]Julio B. Clempner, Alexander S. Poznyak:
Modeling the multi-traffic signal-control synchronization: A Markov chains game theory approach. Eng. Appl. Artif. Intell. 43: 147-156 (2015) - [j65]Emma M. Sánchez, Julio B. Clempner, Alexander S. Poznyak:
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. 46: 82-92 (2015) - [j64]Julio B. Clempner, Alexander S. Poznyak:
Stackelberg security games: Computing the shortest-path equilibrium. Expert Syst. Appl. 42(8): 3967-3979 (2015) - [j63]Emma M. Sánchez, Julio B. Clempner, Alexander S. Poznyak:
Solving the mean-variance customer portfolio in Markov chains using iterated quadratic/Lagrange programming: A credit-card customer limits approach. Expert Syst. Appl. 42(12): 5315-5327 (2015) - [j62]Patricio Ordaz, Alex Poznyak:
'KL'-gain adaptation for attractive ellipsoid method. IMA J. Math. Control. Inf. 32(3): 447-469 (2015) - [j61]Carlos Perez, Vadim Azhmyakov, Alexander S. Poznyak:
Practical stabilization of a class of switched systems: dwell-time approach. IMA J. Math. Control. Inf. 32(4): 689-702 (2015) - 2014
- [j60]Manuel Mera, Fernando Castaños, Alexander S. Poznyak:
Quantised and sampled output feedback for nonlinear systems. Int. J. Control 87(12): 2475-2487 (2014) - [j59]Vadim Azhmyakov, Andrey Polyakov, Alex Poznyak:
Consistent approximations and variational description of some classes of sliding mode control processes. J. Frankl. Inst. 351(4): 1964-1981 (2014) - 2013
- [j58]Vadim I. Utkin, Alexander S. Poznyak:
Adaptive sliding mode control with application to super-twist algorithm: Equivalent control method. Autom. 49(1): 39-47 (2013) - [j57]Norma B. Lozada-Castillo, Hussain Alazki, Alexander S. Poznyak:
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. 30(1): 1-19 (2013) - [j56]Hussain Alazki, Alexander S. Poznyak:
A class of robust bounded controllers tracking a nonlinear discrete-time stochastic system: Attractive ellipsoid technique application. J. Frankl. Inst. 350(5): 1008-1029 (2013) - [j55]Vadim Azhmyakov, Alex Poznyak, Raymundo Juarez del Toro:
On the practical stability of control processes governed by implicit differential equations: The invariant ellipsoid based approach. J. Frankl. Inst. 350(8): 2229-2243 (2013) - [j54]Patricio Ordaz, Hussain Alazki, Alexander S. Poznyak:
A sample-time adjusted feedback for robust bounded output stabilization. Kybernetika 49(6): 911-934 (2013) - 2012
- [j53]Isaac Chairez, Rita Fuentes, Alexander S. Poznyak, Tatyana Poznyak, Marisol Escudero, Laura Viana:
DNN-state identification of 2D distributed parameter systems. Int. J. Syst. Sci. 43(2): 296-307 (2012) - [j52]Hussain Alazki, Alex Poznyak:
Robust stochastic tracking for discrete-time models: designing of ellipsoid where random trajectories converge with probability one. Int. J. Syst. Sci. 43(8): 1519-1533 (2012) - [j51]Hussain Sagi Alazki, Alexander Poznyak Gorbatch:
Inventory constraint control with uncertain stochastic demands: attractive ellipsoid technique application. IMA J. Math. Control. Inf. 29(3): 399-425 (2012) - [j50]Andrei Polyakov, Alexander S. Poznyak:
Unified Lyapunov function for a finite-time stability analysis of relay second-order sliding mode control systems. IMA J. Math. Control. Inf. 29(4): 529-550 (2012) - 2011
- [j49]Julio B. Clempner, Alexander S. Poznyak:
Convergence method, properties and computational complexity for Lyapunov games. Int. J. Appl. Math. Comput. Sci. 21(2): 349-361 (2011) - [j48]Andrei Polyakov, Alex Poznyak:
Invariant ellipsoid method for minimization of unmatched disturbances effects in sliding mode control. Autom. 47(7): 1450-1454 (2011) - [j47]Jorge Dávila, Alexander S. Poznyak:
Dynamic sliding mode control design using attracting ellipsoid method. Autom. 47(7): 1467-1472 (2011) - [j46]Alexander S. Poznyak, Raúl Villafuerte, Sabine Mondié:
Practical Stability of Time-Delay Systems: LMI's Approach. Eur. J. Control 17(2): 127-138 (2011) - [j45]Alex Poznyak, Vadim Azhmyakov, Manuel Mera:
Practical output feedback stabilisation for a class of continuous-time dynamic systems under sample-data outputs. Int. J. Control 84(8): 1408-1416 (2011) - [j44]Jesica Escobar, Alexander S. Poznyak:
Time-varying matrix estimation in stochastic continuous-time models under coloured noise using LSM with forgetting factor. Int. J. Syst. Sci. 42(12): 2009-2020 (2011) - 2010
- [j43]Jose Humberto Pérez-Cruz, Alexander S. Poznyak:
Control Of Nuclear Research Reactors Based On A Generalized Hopfield Neural Network. Intell. Autom. Soft Comput. 16(1): 39-60 (2010) - [j42]Franck Plestan, Yuri B. Shtessel, Vincent Brégeault, Alex Poznyak:
New methodologies for adaptive sliding mode control. Int. J. Control 83(9): 1907-1919 (2010) - [j41]Rita Fuentes, Alex Poznyak, Isaac Chairez, M. Franco, Tatyana Poznyak:
Continuous Neural Networks Applied to identify a class of uncertain parabolic Partial differential equations. Int. J. Model. Simul. Sci. Comput. 1(4) (2010) - [j40]Vadim Azhmyakov, Rosalba Galván-Guerra, Alex Poznyak:
On the hybrid LQ-based control design for linear networked systems. J. Frankl. Inst. 347(7): 1214-1226 (2010) - 2009
- [j39]Andrei Polyakov, Alex Poznyak:
Lyapunov function design for finite-time convergence analysis: "Twisting" controller for second-order sliding mode realization. Autom. 45(2): 444-448 (2009) - [j38]Jesica Escobar, Alexander S. Poznyak:
Robust Continuous-Time Matrix Estimation under Dependent Noise Perturbations: Sliding Modes Filtering and LSM with Forgetting. Circuits Syst. Signal Process. 28(2): 257-282 (2009) - [j37]Francisco Javier Bejarano, Leonid M. Fridman, Alexander S. Poznyak:
Unknown Input and State Estimation for Unobservable Systems. SIAM J. Control. Optim. 48(2): 1155-1178 (2009) - [j36]Andrei Polyakov, Alex Poznyak:
Reaching Time Estimation for "Super-Twisting" Second Order Sliding Mode Controller via Lyapunov Function Designing. IEEE Trans. Autom. Control. 54(8): 1951-1955 (2009) - [j35]Francisco Javier Bejarano, Leonid M. Fridman, Alexander S. Poznyak:
Output Integral Sliding Mode for Min-Max Optimization of Multi-Plant Linear Uncertain Systems. IEEE Trans. Autom. Control. 54(11): 2611-2620 (2009) - [j34]Samuel Moya, Alexander S. Poznyak:
Extraproximal Method Application for a Stackelberg-Nash Equilibrium Calculation in Static Hierarchical Games. IEEE Trans. Syst. Man Cybern. Part B 39(6): 1493-1504 (2009) - 2008
- [j33]Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak:
Sliding mode neurocontrol for the class of dynamic uncertain non-linear systems. Int. J. Control 81(1): 74-88 (2008) - 2007
- [j32]Francisco Javier Bejarano, Leonid M. Fridman, Alex Poznyak:
Output integral sliding mode control based on algebraic hierarchical observer. Int. J. Control 80(3): 443-453 (2007) - [j31]Manuel A. Jiménez-Lizárraga, Alex Poznyak:
Quasi-equilibrium in LQ differential games with bounded uncertain disturbances: robust and adaptive strategies with pre-identification via sliding mode technique. Int. J. Syst. Sci. 38(7): 585-599 (2007) - [j30]Francisco Javier Bejarano, Alexander S. Poznyak, Leonid M. Fridman:
Observation of linear systems with unknown inputs via high-order sliding-modes. Int. J. Syst. Sci. 38(10): 773-791 (2007) - [j29]Alexander S. Poznyak, Jesica Escobar, Yuri B. Shtessel:
Sliding modes time varying matrix identification for stochastic system. Int. J. Syst. Sci. 38(11): 847-859 (2007) - [j28]Simon Baev, Ilya A. Shkolnikov, Yuri B. Shtessel, Alexander S. Poznyak:
Sliding mode parameter identification of systems with measurement noise. Int. J. Syst. Sci. 38(11): 871-878 (2007) - 2006
- [j27]Alexander S. Poznyak:
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. 42(7): 1237-1240 (2006) - [j26]Isaac Chairez Oria, Alexander S. Poznyak, Tatyana Poznyak:
New Sliding-Mode Learning Law for Dynamic Neural Network Observer. IEEE Trans. Circuits Syst. II Express Briefs 53-II(12): 1338-1342 (2006) - 2004
- [j25]Kaddour Najim, Alexander S. Poznyak, Enso Ikonen:
Optimization based on a team of automata with binary outputs. Autom. 40(8): 1349-1359 (2004) - [j24]Alex Poznyak, Alexander V. Nazin, Daishi Murano:
Observer matrix gain optimization for stochastic continuous time nonlinear systems. Syst. Control. Lett. 52(5): 377-385 (2004) - [j23]Alexander S. Poznyak, Leonid M. Fridman, Francisco Javier Bejarano:
Mini-max integral sliding-mode control for multimodel linear uncertain systems. IEEE Trans. Autom. Control. 49(1): 97-102 (2004) - 2003
- [j22]Alexander S. Poznyak, Yuri B. Shtessel, Carlos J. Gallegos:
Min-max sliding-mode control for multimodel linear time varying systems. IEEE Trans. Autom. Control. 48(12): 2141-2150 (2003) - 2002
- [j21]Alexander S. Poznyak, Kaddour Najim:
Learning through reinforcement for N-person repeated constrained games. IEEE Trans. Syst. Man Cybern. Part B 32(6): 759-771 (2002) - 2001
- [j20]Kaddour Najim, Alexander S. Poznyak, Eduardo Gómez:
Adaptive policy for two finite Markov chains zero-sum stochastic game with unknown transition matrices and average payoffs. Autom. 37(7): 1007-1018 (2001) - [j19]Alexander S. Poznyak, Lennart Ljung:
On-line identification and adaptive trajectory tracking for nonlinear stochastic continuous time systems using differential neural networks. Autom. 37(8): 1257-1268 (2001) - [j18]José de J. Medel, Alexander S. Poznyak:
Adaptive Tracking for DC-Derivate Motor Based on Matrix Forgetting. Computación y Sistemas 4(3): 205-212 (2001) - [j17]Alexander S. Poznyak, Kaddour Najim:
Bush-Mosteller learning for a zero-sum repeated game with random pay-offs. Int. J. Syst. Sci. 32(10): 1251-1260 (2001) - 2000
- [j16]Rafael Martínez-Guerra, Alexander S. Poznyak, Vicente Diaz De Leon:
Robustness property of high-gain observers for closed-loop nonlinear systems: theoretical study and robotics control application. Int. J. Syst. Sci. 31(12): 1519-1529 (2000) - 1999
- [j15]Alexander S. Poznyak, Kaddour Najim:
Adaptive control of constrained finite Markov chains. Autom. 35(5): 777-789 (1999) - [j14]Alexander S. Poznyak, Edgar N. Sánchez:
Non-Linear System On-Line Identification using Dynamic Neural Networks. Intell. Autom. Soft Comput. 5(3): 201-209 (1999) - [j13]Alexander S. Poznyak:
Matrix forgetting factor. Int. J. Syst. Sci. 30(2): 165-174 (1999) - [j12]Alexander S. Poznyak, J. J. Medel Juárez:
Matrix forgetting factor with adaptation. Int. J. Syst. Sci. 30(8): 865-878 (1999) - [j11]Alexander S. Poznyak, Wen Yu, Edgar N. Sánchez, José P. Pérez:
Nonlinear adaptive trajectory tracking using dynamic neural networks. IEEE Trans. Neural Networks 10(6): 1402-1411 (1999) - 1998
- [j10]Eduardo Gómez-Ramírez, Alexander S. Poznyak:
Structure adaptation of stochastic neural nets using learning automata technique. Int. J. Syst. Sci. 29(2): 139-148 (1998) - [j9]Michael Taksar, Alexander S. Poznyak, A. Iparraguirre:
Robust output feedback control for linear stochastic systems in continuous time with time-varying parameters. IEEE Trans. Autom. Control. 43(8): 1133-1136 (1998) - 1997
- [j8]Alexander S. Poznyak, Kaddour Najim:
On nonlinear reinforcement schemes. IEEE Trans. Autom. Control. 42(7): 1002-1004 (1997) - 1996
- [j7]Alexander S. Poznyak, Kaddour Najim, Mohamed Chtourou:
Learning automata with continuous inputs and their application for multimodal functions optimization. Int. J. Syst. Sci. 27(1): 87-95 (1996) - [j6]Alexander S. Poznyak, Kaddour Najim, Mohamed Chtourou:
Analysis of the behaviour of multilevel hierarchical systems of learning automata and their application for multimodal functions optimization. Int. J. Syst. Sci. 27(1): 97-112 (1996) - [j5]Alexander S. Poznyak, Kaddour Najim, Enso Ikonen:
Adaptive selection of the optimal order of linear regression models using learning automata. Int. J. Syst. Sci. 27(2): 151-159 (1996) - [j4]Kaddour Najim, Alexander S. Poznyak, Enso Ikonen:
Calculation of residence time for nonlinear systems. Int. J. Syst. Sci. 27(7): 661-667 (1996) - [j3]Alexander S. Poznyak, Kaddour Najim:
Learning automata with continuous input and changing number of actions. Int. J. Syst. Sci. 27(12): 1467-1472 (1996) - [j2]Kaddour Najim, Alexander S. Poznyak:
Multimodal searching technique based on learning automata with continuous input and changing number of actions. IEEE Trans. Syst. Man Cybern. Part B 26(4): 666-673 (1996) - 1995
- [j1]Alexander S. Poznyak, Edgar N. Sánchez:
Nonlinear System Approximation by Neural Networks: Error Stability Analysis. Intell. Autom. Soft Comput. 1(3): 247-257 (1995)
Conference and Workshop Papers
- 2020
- [c90]Alejandra Hernandez-Sanchez, Isaac Chairez, Alexander S. Poznyak:
Extended integral sliding mode robust sub-gradient extremum seeking control for tracking trajectory of autonomous underwater vehicle. CoDIT 2020: 433-438 - 2019
- [c89]David Cruz-Ortiz, Isaac Chairez, Vadim I. Utkin, Alexander S. Poznyak:
Decentralized sliding-mode control of robotic manipulator with constraint workspace: a finite-convergent barrier Lyapunov approach. CCE 2019: 1-6 - [c88]Cesar U. Solis, Julio B. Clempner, Alexander S. Poznyak:
DC Motor Control based on Robust run-time Optimization Algorithm. CCE 2019: 1-5 - [c87]Isaac Chairez, Alexander S. Poznyak, Alexander V. Nazin, Tatyana Poznyak:
Projectional Learning Laws for Differential Neural Networks Based on Double-Averaged Sub-Gradient Descent Technique. ISNN (1) 2019: 28-38 - [c86]Alexander S. Poznyak:
Extremum Seeking for Second Order Uncertain Dynamic Plant. MED 2019: 565-570 - 2018
- [c85]Alejandra Hernandez, Alexander S. Poznyak:
Parametric Estimation in Hamiltonian Systems. CCE 2018: 1-6 - [c84]Najmeh Keshtkar, Manuel Sanjurjo Rivo, Alexander S. Poznyak, Sajjad Keshtkar:
Modeling and Simulation of Flexible Tethered Satellite System. CCE 2018: 1-4 - [c83]Bonifacio Sanchez, Patricio Ordaz, Alexander S. Poznyak:
Pendubot Robust Stabilization Based on Attractive Ellipsoid Method Using Electromechanical Model. CCE 2018: 1-6 - [c82]Cesar U. Solis, Julio B. Clempner, Alexander S. Poznyak:
Continuous-Time Extremum Seeking with Function Measurements Disturbed by Stochastic Noise: A Synchronous Detection Approach. CCE 2018: 1-5 - [c81]Cesar U. Solis, Julio B. Clempner, Alexander S. Poznyak:
Constrained Extremum Seeking with Function Measurements Disturbed by Stochastic Noise. CCE 2018: 1-4 - [c80]Tatyana Poznyak, Isaac Chairez, Alexander S. Poznyak:
Residence Time Regulation in Chemical Processes: Local Optimal Control Realization by Differential Neural Networks. ISNN 2018: 745-756 - [c79]David Cruz-Ortiz, Isaac Chairez, Alex Poznyak:
Adaptive sliding-mode control with integral compensation for robotic devices with state constraints. SyRoCo 2018: 506-511 - [c78]Tatyana Poznyak, Isaac Chairez, Alex Poznyak:
Estimation of Contaminants Decomposition in Solid Phase with Ozone by Differential Neural Networks with Discontinuous Learning Law. VSS 2018: 291-296 - 2016
- [c77]Sajjad Keshtkar, Javad Keshtkar, Alexander S. Poznyak:
Adaptive sliding mode control for solar tracker orientation. ACC 2016: 6543-6548 - [c76]Kristal K. Trejo, Julio B. Clempner, Alexander S. Poznyak:
Adapting strategies to dynamic environments in controllable stackelberg security games. CDC 2016: 5484-5489 - [c75]Alexander S. Poznyak:
Stochastic Sliding Mode Control: What is this? VSS 2016: 328-333 - [c74]Alexander S. Poznyak:
Stochastic super-twist dynamics. VSS 2016: 334-339 - 2015
- [c73]Vadim Azhmyakov, Javier Cabrera Martinez, Alexander S. Poznyak, Ruthber Rodriguez Serrezuela:
Optimization of a class of nonlinear switched systems with fixed-levels control inputs. ACC 2015: 1770-1775 - [c72]Rodrigo G. Castillo, Julio B. Clempner, Alexander S. Poznyak:
Solving the multi-traffic signal-control problem for a class of continuous-time markov games. CCE 2015: 1-5 - [c71]Sajjad Keshtkar, Alexander S. Poznyak, Eusebio E. Hernandez, Armando Oropeza:
Orientation of radio-telescope secondary mirror via parallel platform. CCE 2015: 1-5 - [c70]Kristal K. Trejo, Julio B. Clempner, Alexander S. Poznyak:
Computing the Lp-strong nash equilibrium looking for cooperative stability in multiple agents markov games. CCE 2015: 1-6 - 2014
- [c69]Sajjad Keshtkar, Alexander S. Poznyak, Najmeh Keshtkar:
Magnetic control of tethered cube-satellite stabilized by rotating. CCE 2014: 1-5 - [c68]Alexander S. Poznyak:
Non-smooth missiles guidance: Interceptor-defender scenario with uncertainties. VSS 2014: 1-6 - 2013
- [c67]Julio B. Clempner, Alexander S. Poznyak:
Analysis of best-reply strategies in repeated finite Markov chains games. CDC 2013: 568-573 - [c66]Andrey Polyakov, Alexander S. Poznyak, Jean-Pierre Richard:
Robust output stabilization of time-varying input delay systems using attractive ellipsoid method. CDC 2013: 934-939 - [c65]Hussain Alazki, Patricio Ordaz, Alexander S. Poznyak:
Robust bounded control for the flexible arm robot. CDC 2013: 3061-3066 - [c64]Carlos A. Coello Coello, Norma Patricia Munoz Sevilla, Alexander Poznyak Gorbatch, Mariano Gamboa-Zúñiga, Jose Antonio Moreno-Cadenas:
Introduction. CCE 2013: 1-2 - 2012
- [c63]Vadim Azhmyakov, Alex Poznyak:
A variational characterization of the sliding mode control processes. ACC 2012: 5383-5388 - [c62]Rita Fuentes, Isaac Chairez, Alexander S. Poznyak:
Neuro-observer based on backstepping technique for distributed parameters systems. CCE 2012: 1-6 - [c61]Raymundo Juarez del Toro, Vadim Azhmyakov, Alexander S. Poznyak:
Practical stability of control processes governed by semi-explicit DAEs. CCE 2012: 1-6 - [c60]Manuel Mera, Alex Poznyak, Vadim Azhmyakov, Andrei Polyakov:
A robust dynamic controller for a class of nonlinear systems with sample-data outputs. CCE 2012: 1-7 - [c59]Carlos Manuel Perez, Alexander S. Poznyak, Vadim Azhmyakov:
On the practical stability for a class of switched system. CCE 2012: 1-6 - [c58]Patricio Ordaz, Alex Poznyak:
The Furuta's pendulum stabilization without the use of a mathematical model: Attractive Ellipsoid Method with KL-adaptation. CDC 2012: 7285-7290 - 2011
- [c57]Hussain Alazki, Alexander S. Poznyak:
Averaged attractive ellipsoid technique applied to inventory projectional control with uncertain stochastic demands. CDC/ECC 2011: 2082-2087 - [c56]Vadim I. Utkin, Alexander S. Poznyak, Patricio Ordaz:
Adaptive super-twist control with minimal chattering effect. CDC/ECC 2011: 7009-7014 - [c55]Raymundo Juarez, Alexander S. Poznyak, Vadim Azhmyakov:
On applications of Attractive Ellipsoid Method to dynamic processes governed by implicit differential equations. CCE 2011: 1-6 - [c54]Norma B. Lozada-Castillo, Hussain Alazki, Alexander S. Poznyak:
Robust Stabilization of linear stochastic differential models with additive and multiplicative diffusion via attractive ellipsoid techniques. CCE 2011: 1-6 - 2010
- [c53]Jorge Dávila, Alexander S. Poznyak:
Design of sliding mode controllers with actuators using Attracting Ellipsoid Method. CDC 2010: 72-77 - [c52]Hussain Alazki, Alex Poznyak:
Probabilistic analysis of Robust Attractive Ellipsoids for quasi-linear discrete-time models. CDC 2010: 579-584 - [c51]Yuri B. Shtessel, Jaime A. Moreno, Franck Plestan, Leonid M. Fridman, Alexander S. Poznyak:
Super-twisting adaptive sliding mode control: A Lyapunov design. CDC 2010: 5109-5113 - [c50]Hussain Alazki, Alex Poznyak:
Constraint robust stochastic discrete-time tracking: Attractive ellipsoids technique. CCE 2010: 99-104 - [c49]Iván Salgado, Jaime A. Moreno, Leonid M. Fridman, Alexander S. Poznyak, Isaac Chairez:
Design of variable gain super-twisting observer for nonlinear systems with sampled output. CCE 2010: 153-157 - [c48]Isaac Chairez, Rita Fuentes, Alexander S. Poznyak, Tatyana Poznyak:
Robust identification of uncertain Schrödinger type complex partial differential equations. CCE 2010: 170-175 - [c47]Isaac Chairez, Alejandro García-González, Alexander S. Poznyak, Tatyana Poznyak:
Model predictive control by differential neural networks approach. IJCNN 2010: 1-8 - 2009
- [c46]Andrei Polyakov, Alexander S. Poznyak:
Minimization of the unmatched disturbances in the sliding mode control systems via invariant ellipsoid method. CCA/ISIC 2009: 1122-1127 - [c45]Vadim Azhmyakov, Magnus Egerstedt, Leonid M. Fridman, Alex Poznyak:
Continuity Properties of Nonlinear Affine Control Systems: Applications to Hybrid and Sliding Mode Dynamics. ADHS 2009: 204-209 - [c44]Salvador Gonzalez-Garcia, Andrei Polyakov, Alex Poznyak:
Output linear controller for a class of nonlinear systems using the invariant ellipsoid technique. ACC 2009: 1160-1165 - [c43]Jose Humberto Pérez-Cruz, Alexander S. Poznyak:
Trajectory tracking based on differential neural networks for a class of nonlinear systems. ACC 2009: 2940-2945 - [c42]Rita Fuentes, Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak:
Partial Differential Equations Numerical Modeling Using Dynamic Neural Networks. ICANN (2) 2009: 552-562 - [c41]Rita Fuentes, Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak:
Neural numerical modeling for uncertain distributed parameter systems. IJCNN 2009: 909-916 - [c40]Alejandro García-González, Isaac Chairez, Alexander S. Poznyak, Tatyana Poznyak:
Robust identification of uncertain nonlinear systems with state constrains by Differential Neural Networks. IJCNN 2009: 917-924 - 2008
- [c39]Jose Humberto Pérez-Cruz, Alexander S. Poznyak:
Neural control for power ascent of a TRIGA reactor. ACC 2008: 2190-2195 - [c38]Manuel A. Jiménez-Lizárraga, Alex Poznyak, M. A. Alcorta:
Leader-follower strategies for a multi-plant differential game. ACC 2008: 3839-3844 - [c37]Vadim Azhmyakov, Vladimir G. Boltyanski, Alexander S. Poznyak:
On the Dynamic Programming approach to multi-model robust optimal control problems. ACC 2008: 4468-4473 - [c36]Israel Alvarez Villalobos, Alexander S. Poznyak, Alejandro Malo:
Urban traffic control problem a game theory approach. CDC 2008: 2168-2172 - [c35]Isaac Chairez Oria, Alexander S. Poznyak, Tatyana Poznyak:
Practical stability analysis for DNN observation. CDC 2008: 2551-2556 - [c34]Alejandro García-González, Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak:
Projectional differential neural network observer with stable adaptation weights. CDC 2008: 3652-3657 - [c33]Raúl Villafuerte, Sabine Mondié, Alexander S. Poznyak:
Practical stability of time delay systems: LMI's approach. CDC 2008: 4807-4812 - 2007
- [c32]Jose Humberto Pérez-Cruz, Alexander S. Poznyak:
Identification of Measurable Dynamics of a Nuclear Research Reactor Using Differential Neural Networks. CCA 2007: 473-478 - [c31]Francisco Javier Bejarano, Alex Poznyak, Leonid M. Fridman:
Min-Max Output Integral Sliding Mode Control for Multiplant Linear Uncertain Systems. ACC 2007: 5875-5880 - [c30]Samuel Moya, Alexander S. Poznyak:
Numerical method for finding a static Stackelberg-Nash equilibrium: The case of favorable followers. CDC 2007: 145-149 - [c29]Israel Alvarez, Alexander S. Poznyak, Alejandro Malo:
Urban traffic control problem via a game theory application. CDC 2007: 2957-2961 - [c28]Francisco Javier Bejarano, Leonid M. Fridman, Alexander S. Poznyak:
Hierarchical observer for strongly detectable systems via second order sliding mode. CDC 2007: 3709-3714 - [c27]Manuel A. Jiménez-Lizárraga, Alexander S. Poznyak:
Equilibrium in LQ differential games with multiple scenarios. CDC 2007: 4081-4086 - [c26]Jesica Escobar, Alexander S. Poznyak:
Continuous-time identification using LS-method under colored noise perturbations. CDC 2007: 5516-5521 - 2006
- [c25]Simon Baev, Ilya A. Shkolnikov, Yuri B. Shtessel, Alex Poznyak:
Parameter identification of non-linear system using traditional and high order sliding modes. ACC 2006: 1-6 - [c24]Manuel A. Jiménez-Lizárraga, Alex Poznyak:
Robust and adaptive strategies with pre-identification via sliding mode technique in LQ differential games. ACC 2006: 1-6 - [c23]Leonid M. Fridman, Alex Poznyak, Francisco Javier Bejarano:
Hierarchical Second-Order Sliding-Mode Observer for Linear Systems with Unknown Inputs. CDC 2006: 5561-5566 - 2005
- [c22]Yuri B. Shtessel, Alexander S. Poznyak:
Parameter identification of affine time varying systems using traditional and high order sliding modes. ACC 2005: 2433-2438 - [c21]Manuel A. Jiménez-Lizárraga, Alex Poznyak:
e-Equilibrium Strategies for LQ Differential Games with Output Measurement. CSC 2005: 191-197 - 2004
- [c20]Leonid M. Fridman, Alexander S. Poznyak, Francisco Javier Bejarano:
Decomposition of the mini-max multimodel optimal problem via integral sliding mode control. ACC 2004: 620-625 - 2003
- [c19]Alex Poznyak, Yuri B. Shtessel:
Minimax sliding mode control with minimal-time reaching phase. ACC 2003: 174-179 - [c18]Alex Poznyak, Carlos J. Gallegos:
Multimodel prey-predator LQ differential games. ACC 2003: 5369-5374 - [c17]Alex Poznyak, Leonid M. Fridman, Francisco Javier Bejarano:
Mini-max integral sliding mode control for multimodel linear uncertain systems. CDC 2003: 2988-2993 - [c16]Alexander S. Poznyak, Martin Godoy-Alcantar, Eduardo Gómez-Ramírez:
Learning for repeated constrained games in counter-coalition space. CDC 2003: 4410-4415 - 2002
- [c15]Vladimir G. Boltyanski, Alexander Poznyak Gorbatch:
Robust maximum principle for minimax Mayer problem with uncertainty from a compact measured set. ACC 2002: 310-315 - [c14]Daishi Murano, Alex Poznyak:
Adaptive stochastic tracking: DNN-approach. CDC 2002: 2202-2207 - [c13]Alex Poznyak, Alexander V. Nazin, Daishi Murano:
Suboptimal robust asymptotic observer for stochastic continuous time nonlinear system: numerical procedure and convergence analysis. CDC 2002: 2588-2593 - [c12]Martin Godoy-Alcantar, E. Gomez Ramrez, Alex Poznyak, Kaddour Najim:
Noncooperative constrained finite games: alternate linear programming approach. CDC 2002: 3958-3963 - [c11]Ricardo Aguilar, Rafael Martínez-Guerra, Alexander S. Poznyak:
Nonlinear PID controller for the regulation of fixed bed bioreactors. CDC 2002: 4126-4131 - 2001
- [c10]Rafael Martínez-Guerra, Ricardo Aguilar, Alexander S. Poznyak:
Estimation for HIV transmission using a reduced order uncertainty observer. ACC 2001: 4603-4604 - [c9]Vladimir Boltianski, Alex Poznyak:
Robust time optimization for linear systems: finite uncertainty set case. CDC 2001: 1131-1136 - 2000
- [c8]Alexander S. Poznyak, Kaddour Najim:
Adaptive zero-sum stochastic game for two finite Markov chains. CDC 2000: 717-722 - [c7]Alexander S. Poznyak, Edgar N. Sánchez, Orlando Palma, Wen Yu:
Output trajectory tracking using dynamic neural networks. CDC 2000: 889-894 - 1999
- [c6]Eduardo Gómez-Ramírez, Alex Poznyak, A. Gonzalez-Yunes, M. Avila-Alvarez:
Adaptive architecture of polynomial artificial neural network to forecast nonlinear time series. CEC 1999: 317-326 - [c5]Rafael Castro-Linares, Wen Yu, Alexander S. Poznyak:
Passivity feedback equivalence of nonlinear systems via neural networks approximation. ECC 1999: 2719-2724 - [c4]Wen Yu, Alexander S. Poznyak, Jaime Alvarez:
Robust adaptive control for multicomponent distillation column via dynamic neural network. ECC 1999: 3250-3255 - [c3]Wen Yu, Alexander S. Poznyak, Edgar N. Sánchez:
Neural Adaptive Control of Two-Link Manipulator with Sliding Mode Compensation. ICRA 1999: 3122-3127 - [c2]Wen Yu, Alexander S. Poznyak:
System identification with partial-state measurement via dynamic multilayer neural networks. IJCNN 1999: 2081-2086 - [c1]Edgar N. Sánchez, Alexander S. Poznyak, Wen Yu:
Dynamic multilayer neural network for nonlinear system identification. IJCNN 1999: 2109-2113
Informal and Other Publications
- 2014
- [i1]Félix A. Miranda, Fernando Castaños, Alexander S. Poznyak:
Min-max piecewise constant optimal control for multi-model linear systems. CoRR abs/1412.3861 (2014)
Coauthor Index
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