Optimal Control, Optimization, Neural Networks, Fractional Order Systems

Distinguished Researcher in Department (2012-2019&2022-2023)

BSc: Sharif University of Technology, 1996-2000. MSc: Hakim Sabzevari University, 2000-2002. PhD: Ferdowsi University of Mashhad, 2004-2008. Assistant Professor: 2008-2013. Associate Professor: 2013-2018. Professor: 2018-to now. Sabbatical Leave: Karl Franzens Universitate Graz, Graz, Austria, Under Suppervision: Professor Karl Kunisch. PhD Thesis: Solving a Class of Optimal Shape Design Problems with Free Boundary. Email address: nazemi20042003@gmail.com

02332300241

3266

- Applied Functional Analysis
- Optimization & Neural Networks
- Control of Distributed Parameter Systems
- Nonlinear Control

- Nonlinear Optimization
- Optimal Control
- Topics in Financial Mathematics
- Approximation Theory

- Calculus 1,2
- PDE's
- ODE's

All Thesis (66)

*"Solving infinite-horizon optimal control problems of the time-delayed systems by Haar wavelet collocation method"*, COMPUTATIONAL , APPLIED MATHEMATICS, 35, 35, 97-117, 2014-10-11*"A collocation method via block-pulse functions for solving delay fractional optimal control problems"*, IMA Journal of Mathematical Control and Information, 2, 2, 1215-1237, 2017-12-04*"A wavelet collocation scheme for solving some optimal path planning problems"*, The ANZIAM Journal, 4, 4, 461-482, 2016-04-01*"A practical nonlinear dynamic framework for solving a class of fractional programming problems"*, Nonlinear Dynamics, 3, 3, 1093-1104, 2015-11-01*"An application of differential transform method for solving nonlinear optimal control problems"*, Computational Methods for Differential Equations, 3, 3, 200-217, 2015-08-01*"A Dual Neural Network Scheme for Solving the Assignment Problem"*, The Computer Journal, 0, 0, 431-443, 2017-03-01*"Solving fractional optimal control problems with fixed or free final states by Haar wavelet collocation method"*, IMA Journal of Mathematical Control and Information, 2, 2, 543-561, 2016-01-01*"A neural network approach for solving optimal control problems with inequality constraints and some applications"*, Neural Processing Letters, 3, 3, 995-1023, 2017-06-10*"A third-degree B-spline collocation scheme for solving a class of the nonlinear Lane–-Emden type equations"*, Iranian Journal of Mathematical Sciences and Informatics, 2, 2, 15-34, 2017-09-20*"A new neural network model for solving random interval linear programming problems"*, Neural Networks, 0, 0, 11-18, 2017-05-16*"An efficient dynamic model for solving a portfolio selection with uncertain chance constraint models"*, Journal of Computational and Applied Mathematics, 0, 0, 43-55, 2017-08-15*"Nonlinear fractional optimal control problems with neural network and dynamic optimization schemes"*, Nonlinear Dynamics, 4, 4, 5669-2689, 2017-09-13*"A capable neural network framework for solving degenerate quadratic optimization problems with an application in image fusion"*, Neural Processing Letters, 0, 0, -*"Solving optimal control problems of the time-delayed systems by Haar wavelet"*, Journal of Vibration and Control, 11, 11, 2657-2667, 2016-10-14*"Solving infinite horizon optimal control problems of nonlinear interconnected large-scale dynamic systems via a Haar wavelet collocation scheme"*, Iranian Journal of Operations Research, 2, 2, 19-35, 2015-11-19*"The neuro-dynamic scheme for solving general form of discrete time optimal control problems"*, APPLIED INTELLIGENCE, 10, 10, 3178-3191, 2018-09-12*"A new gradient-based neural dynamic framework for solving constrained min-max optimization problems with an application in portfolio selection models"*, APPLIED INTELLIGENCE, 0, 0, -*"A new approach to design asymptotically stabilizing control and adaptive control"*, OPTIMAL CONTROL APPLICATIONS & METHODS, 5, 5, -*"An application of a practical neural network model for solving support vector regression problems"*, Intelligent Data Analysis, 1, 1, 1443-1459*"A novel gradient-based neural network for solving convex second-order cone constrained variational inequality problems"*, JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2, 2, 343-354, 2019-07-02*"A novel neural network model for solving a class of nonlinear semidefinite programming problems"*, JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2, 2, 69-83, 2018-04-09*"A DIRECT METHOD BASED ON THE CLENSHAW-CURTIS FORMULA FOR FRACTIONAL OPTIMAL CONTROL PROBLEMS"*, Mathematical Control and Related Fields, 1, 1, 171-187, 2020-01-01*"A new collaborate neuro-dynamic framework for solving convex second order cone programming problems with an application in multi-fingered robotic hands"*, Applied Intelligence, 10, 10, 3512-3523, 2019-09-01*"On Infinite Horizon Optimal Control Problems with a Feed Forward Neural Network Scheme"*, Neural Processing Letters, 1, 1, 471-449, 2020-03-01*"A new neural network framework for solving convex secondorder cone constrained variational inequality problems with an application in multi-finger robot hands"*, JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2, 2, 181-203, 2020-03-18*"Stabilization of a class of nonlinear control systems via a neural network scheme with convergence analysis"*, Soft Computing, 2, 2, 1957-1970, 2020-01-28*"Solving optimal control problems of the timedelayed systems by a neural network framework"*, CONNECTION SCIENCE, 4, 4, 342-372, 2019-04-17*"Fractional power series neural network for solving delay fractional optimal control problems"*, CONNECTION SCIENCE, 1, 1, 53-77, 2020-01-08*"Solving multiobjective random interval programming problems by a capable neural network framework"*, Applied Intelligence, 4, 4, 1566-1579, 2019-04-09*"A Novel Collaborate Neural Dynamic System Model for Solving a Class of Min–Max Optimization Problems with an Application in Portfolio Management"*, COMPUTER JOURNAL, 7, 7, 1061-1085, 2020-04-07*"Müntz–Legendre spectral collocation method for solving delay fractional optimal control problems"*, Journal of Computational and Applied Mathematics, 2, 2, 344-363, 2019-05-01*"A novel neural network for solving semidefinite programming problems with some applications"*, Journal of Computational and Applied Mathematics, 2, 2, 309-323, 2019-04-16*"A Neural Network Method Based on Mittag-Leffler Function for Solving a Class of Fractional Optimal Control Problems"*, AUT Journal of Modeling and Simulation, 2, 2, 211-218, 2019-03-08*"A novel neural network model for solving a class of nonlinear semidefinite programming problems"*, JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 0, 0, 69-79, 2018-08-15*"Stabilized IMLS based element free Galerkin method for stochastic elliptic partial differential equations"*, Journal of Mathematical Modeling, 4, 4, 469-496, 2020-03-11*"A New Approach for Solving a Class of Delay Fractional Partial Differential Equations"*, Mediterranean Journal of Mathematics, 6, 6, 218-238, 2018-12-18*"An efficient numerical scheme for solving fractional infinite-horizon optimal control problems"*, ISA Transactions, 0, 0, 108-118, 2019-11-19*"A New Approach for Solving a Class of Delay Fractional Partial Differential Equations"*, Mediterranean Journal of Mathematics, 2, 2, 218-238, 2018-12-12*"An efficient numerical scheme for solving fractional infinite-horizon optimal control problems"*, ISA Transactions, 2, 2, 108-118, 2019-11-12*"Fractional infinite-horizon optimal control problems with a feed forward neural network scheme"*, NETWORK-COMPUTATION IN NEURAL SYSTEMS, 1, 1, 125-147*"Müntz–Legendre neural network construction for solving delay optimal control problems of fractional order with equality and inequality constraints"*, Soft Computing, 13, 13, 9575-9594, 2020-05-29*"Fractional Chebyshev functional link neural network‐optimization method for solving delay fractional optimal control problems with Atangana‐Baleanu derivative"*, Optimal control applications and methods, 3, 3, 808-832, 2020-01-30*"A parametric recurrent neural network scheme for solving a class of fuzzy regression models with some real-world applications"*, SOFT COMPUTING, 15, 15, 11159-11187, 2020-06-06*"On portfolio management with value at risk and uncertain returns via an artificial neural network scheme"*, Cognitive Systems Research, 4, 4, 247-263, 2020-01-22*"Müntz–Legendre neural network construction for solving delay optimal control problems of fractional order with equality and inequality constraints"*, SOFT COMPUTING, 6, 6, 9575-9594, 2020-01-29*"Fractional infinite-horizon optimal control problems with a feed forward neural network scheme"*, NETWORK-COMPUTATION IN NEURAL SYSTEMS, 1, 1, 125-147, 2019-11-27*"Stabilized IMLS based element free Galerkin method for stochastic elliptic partial dierential equations"*, Journal of Mathematical Modeling, 4, 4, 469-496, 2020-03-10*"A fractional power series neural network for solving a class of fractional optimal control problems with equality and inequality constraints"*, NETWORK-COMPUTATION IN NEURAL SYSTEMS, 1, 1, 148-175, 2019-11-12*"Fractional Chebyshev functional link neural networkoptimization method for solving delay fractional optimal control problems with Atangana-Baleanu derivative"*, OPTIMAL CONTROL APPLICATIONS , METHODS, 5, 5, -*"On fractional infinite-horizon optimal control problems with a combination of conformable and Caputo–Fabrizio fractional derivatives"*, ISA TRANSACTIONS, 0, 0, 78-90, 2020-06-01*"Solving variable-order fractional differential algebraic equations via generalized fuzzy hyperbolicmodel with application in electric circuit modeling"*, SOFT COMPUTING, 7, 7, 16745-16758*"A parametric recurrent neural network scheme for solving a class of fuzzy regressionmodels with some real-world applications"*, SOFT COMPUTING, 6, 6, 11159-11187*"The numerical approximation for the solution of linear and nonlinear integral equations of the second kind by interpolating moving least squares"*, Computational Methods for Differential Equations, 6, 6, -, 2020-07-21*"An Application of Generalized Fuzzy Hyperbolic Model for Solving Fractional Optimal Control Problems with Caputo–Fabrizio Derivative"*, NEURAL PROCESSING LETTERS, 5, 5, 1997-2020*"A Generalized Bridge Regression in Fuzzy Environment and Its Numerical Solution by a Capable Recurrent Neural Network"*, Journal of Mathematics, 0, 0, 1-27, 2022-02-11*"Solving the stochastic support vector regression with probabilistic constraints by a high-performance neural network model"*, ENGINEERING WITH COMPUTERS, 0, 0, 1-1, 2021-01-07*"The numerical method for solving Volterra–Fredholm integro-differential equations of the second kind based on the meshless method"*, Asian-European Journal of Mathematics, 6, 6, 2250002-*"The numerical approximation for the solution of linear and nonlinear integral equations of the second kind by interpolating moving least squares"*, Computational Methods for Differential Equations (CMDE), 3, 3, 830-845, 2021-06-09*"An optimization technique for solving a class of ridge fuzzy regression problems"*, Neural Processing Letters, 1, 1, 3307-3338, 2021-06-07*"Solving infinite-horizon optimalcontrol problems of the time-delayedsystems by a feed forward neural network model"*, NETWORK-COMPUTATION IN NEURAL SYSTEMS, 1, 1, 36-63, 2021-09-20*"On fractional optimal control problems with an application in fractional chaotic systems using a Legendre collocation-optimization technique"*, TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 6, 6, 1268-1285*"On asymptotically stabilizing control of nonlinear fractional control systems using an optimization scheme"*, TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 16, 16, 3543-3554*"Comparison of Kriging and artificial neural network models for the prediction of spatial data"*, JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 1, 1, -*"The Ability of Artificial Neural Networks in Learning Dependency of Spatial Data"*, JOURNAL OF STATISTICAL RESEARCH OF IRAN (JSRI), 1, 1, -*"On chaos control of nonlinear fractional chaotic systems via a neural collocation optimization scheme and some applications"*, New Astronomy, 6, 6, -*"Classifying random variables based on support vector machine and a neural network scheme"*, Journal of Experimental & Theoretical Artificial Intelligence, 6, 6, -, 2022-09-02*"Multi-objective possibility model for selecting the optimal stock portfolio"*, Advances in Mathematical Finance & Applications, 4, 4, 1-*"A smoothing gradient-based neural network strategy for solving semidefinite programming problems"*, Network: Computation in Neural Systems, 3, 3, 187-213, 2022-10-28*"Mean-AVaR in credibilistic portfolio management via an artificial neural network scheme"*, Journal of Experimental & Theoretical Artificial Intelligence, 2, 2, 1-29, 2022-12-27*"An application of a fuzzy system for solving time delay fractional optimal control problems with Atangana–Baleanu derivative"*, OPTIMAL CONTROL APPLICATIONS & METHODS, 6, 6, 1753-1777, 2022-11-01*"On uncertain mean-AVaR portfolio selection via an artificial neural network scheme"*, International Journal of Information Technology & Decision Making, 1, 1, 1-41, 2023-01-24*"Hybrid MLP-IDW approach based on nearest neighbor for spatial prediction"*, Computational Statistics, 4, 4, 1943-1962, 2022-09-01*"Simplex algorithm for hesitant fuzzy linear programming problem with hesitant cost coefficient"*, Iranian Journal of Fuzzy Systems, 6, 6, 137-152, 2022-09-21*"On delay optimal control problems with a combination of conformable and Caputo-Fabrizio fractional derivatives via a fractional power series neural network"*, Network: Computation in Neural Systems, 1, 1, 62-94, 2022-09-21*"Solving time delay fractional optimal control problems via a Gudermannian neural network and convergence results"*, Network: Computation in Neural Systems, 2, 2, 122-150, 2023-02-28*"The admissible portfolio selection problem with transaction costs and a neural network scheme"*, Filomat, 21, 21, 7057-7075, 2023-03-14*"Utilizing a projection neural network to convex quadratic multi-objective programming problems"*, International Journal of Adaptive Control and Signal Processing, 3, 3, 1-19, 2023-05-29*"Utilizing a projection neural network to convex quadratic multi‐objective programming problems"*, INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 7, 7, 1847-1865*"Solving general convex quadratic multi-objective optimization problems via a projection neurodynamic model"*, Cognitive Neurodynamics, 0, 0, -*"Solving fuzzy convex programming problems via a projection neural network framework"*, New Mathematics and Natural Computation, 30, 30, 1-35, 2023-11-27*"Solving general convex quadratic multi-objective optimization problems via a projection neurodynamic model"*, Cognitive Neurodynamics, 30, 30, 1-16, 2023-10-25

*"A neural network model for solving a class of stochastic optimization problems"*, 8th International Conference of the Iranian Soceity of Operations Research, مشهد, 2010-06-09*"A NEURO-DYNAMIC SCHEME FOR SOLVING A CLASS OF MINIMAX PROBLEMS"*, اولین سمینار کنترل و بهینه سازی, ایران, مشهد, 2017-11-10*"A numerical method based on neural network approach for solving delay fractional optimal control problems"*, دهمین کنفرانس بین المللی انجمن ایرانی تحقیق در عملیات, ایران, بابلسر, 2017-04-05*"A new approximate method for delay fractional optimal control problems"*, چهل و هشتمین کنفرانس ریاضی ایران-دانشگاه بوعلی سینا, ایران, همدان, 2017-08-23*"Solving Linear Fractional Programming Problem with Fuzzy-Random Variables in Objective Function: A New Approach"*, دهمین کنفرانس بین المللی انجمن ایرانی تحقیق در عملیات, ایران, بابلسر, 2018-05-13*"A numerical method based on neural network approach for solving delay fractional optimal control problems"*, دهمین کنفرانس بین المللی انجمن ایرانی تحقیق در عملیات, ایران, بابلسر, 2019-05-03*"The admissible portfolio selection problem with transaction costs and a numerical method based with neural network"*, دومین سمینارکنترل و بهینه سازی دانشگاه صنعتی شاهرود, 2018-11-16*"Chaos control of the fractional-order system"*, دوازدهمین کنفرانس بین المللی انجمن ایرانی تحقیق در عملیات, ایران, 2019-01-05*"A smoothing method for solving portfolio optimization with CVAR"*, 12 Seminar on Probability and Stochastic Processes, ایران, 2021-08-07*"A New Direct Method Based on the Legendre Neural Network for Fractional Optimal Control Problem"*, The 2 National Seminar on Control & Optimization, ایران, 2019-03-11*"A dynamic system model for solving a class of geometric programming problems"*, 47th Annual Iranian Mathematics Conference, ایران, کرج, 2016-08-31*"A GRADIENT-BASED NEURAL NETWORK METHOD FOR SOLVING SEMIDEFINITE PROGRAMMING PROBLEMS"*, The 1st Seminar on Control and Optimization, ایران, مشهد, 2017-10-12*"CLASSIFYING RANDOM VARIABLES BASED ON SUPPORT VECTOR MACHINE BY NEURAL NETWORK"*, سومین سمینار ملی کنترل و بهینه سازی-سبزوار, ایران, سبزوار, 2019-11-13*"On Delay Fractional Optimal Control Problems With a Combination of Conformable and Caputo-Fabrizio Fractional Derivatives"*, سومین سمینار ملی کنترل و بهینه سازی, ایران, سبزوار, 2019-11-13*"EFFICIENT NEURODYNAMIC MODEL FOR FUZZY LINEAR REGRESSION"*, اولین سمینار کنترل و بهینه سازی, ایران, مشهد, 2017-10-11*"Fuzzy linear regression model with crisp coefficients: A dynamic optimization scheme"*, یازدهمین کنفرانس بین المللی انجمن ایرانی تحقیق در عملیات, ایران, کرمانشاه, 2018-05-02