Mostafa Shamsi - Amirkabir University of Technology

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Amirkabir University of Technology

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Dr. Mostafa Shamsi

Associate Professor
Department of Mathematics and Computer Science
Computer Science

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Email:

m_shamsi

aut.ac.ir

Phone:

+98 21 6454 2538

h-index (Scopus):

18.00

Citations (Scopus):

1146

Research Interests

Title

Start date

Numerical Methods for Solving Optimal Control Problems

2004

Nonlinear Programming (Convex and Nonconvex Optimization)

2012

Optimization Techniques in Image Processing and Deep Learning

2022

Supervised PhD Theses

Thesis title

Date

Numerical solution of fractional partial differential equations by the method of lines

MOHAMMED KAREEM ABDULZAHRA AL MOAEET
Other Supervisor: S.ALI MIRHASSANI

2019 Apr

Numerical methods for optimal control problems governed by fractional ordinary and partical differential equation

MUSHTAQ SALIH ALI
Other Supervisor: S.ALI MIRHASSANI

2019 Feb

Supervised MSc Theses

Thesis title

Date

multiobjective programming using particle swarm optimization

FAHIMEH VAEZI

2024 Sep

Method of ADMM for solving optimization problems and its application

HAMED DASTOURANI

2024 Mar

Neural Network and Kernel Based Recommender Systems

SARA MESHKINFAM HAGHIGHI

2024 Feb

Support Vector Machines via Optimization Techniques

MOHAMMAD JAVAD AHMADI

2023 Sep

Application of Genetic Algorithm in Multi objective Optimization

MOHADESEH TAYYARI POURAHMADI

2021 Sep

surrogate constraint optimization

PARISA VAGHFI MOHEBBI & S.ALI MIRHASSANI
Other Supervisor:

2019 Oct

Operational planning for natural gas distribution network

MARYAM BAYAT & S.ALI MIRHASSANI
Other Supervisor:

2019 Sep

POD Model Order Reduction of PDE-Constrained Optimal Control Problems

KHOSRO KARAMI
Other Supervisor: HOJATOLLAH ADIBI

2019 Feb

Pseudospectral method for solving integer and fractional time-delay optimal control problems

AREFE KAVAND

2019 Feb

Inverse Protein Folding prediction according to polymers in pdb

AREFE ALIKHANI & FATEMEH ZARE MIRAKABAD
Other Supervisor:

2018 Oct

performance analysis of HPC applications in cloud platforms

MAHDIEH ESLAMI

2018 Oct

mathematical programming problems with variational inequality constraints and its applications in economics

MAHDI NEZAMI AZAR

2018 Feb

the new way to hide data in the image

BAQER MAHDI BAQER MERZAH & MOHAMMAD EBRAHIM SHIRI AHMAD ABADY
Other Supervisor:

2018 Jan

mathematical programming with complementary constraints and its application in game theory and nash equilibrium problems

NUSHIN HABIBPOOR HEYRAN

2017 Oct

local methods with adaptive mesh for solving optimal control problems

ARASH GOLIGERDIAN

2017 Oct

Application of dynamic programming in the operating room scheduling problem

FATEMEH KARBALAEE AGHAJANI

2017 Oct

qos Evaluation and SUrvivability over MPLS network via different Routing protocols using OPNET

MOHAMMED IMRAN EESA AL-RIFAIE

2017 Jul

weighted pseudospectral method for numerical solution of optimal control problems

ELHAM GOODARZI

2017 Feb

Algorithms for determining minimal infeasible subsets (MIS)

VAHID ZEINODIN & S.ALI MIRHASSANI
Other Supervisor:

2016 Oct

application of measure theory in optimal control of piecewise affine systems

RAMTIN DAVOUDI

2016 Aug

costate estimation and direct solution verification in direct shooting method for optimal control problems

FARZANEH NASRESFAHANI

2015 Oct

Direct transcription methods based on local approximation for solution of optimal control problems

HAMIDE HOSSEINDOST

2015 Oct

Combined with problem solving optimal control of autonomous switched using evolutionary methods

ZEYNAB DALVAND

2015 Sep

bus terminals location in the integrated networks

ALI MONEMI & S.ALI MIRHASSANI
Other Supervisor:

2014 Oct

Numerical Solution of Mixed-Integer Optimal Control Problems

MOSTAFA BABAIE

2014 Oct

numerical solution of optimal control problem in unbounded domain

REZA NAZARI

2014 Oct

MIP Problems and DNA Computing

MERCEDEH DODGE & S.ALI MIRHASSANI
Other Supervisor:

2014 Sep

using heuristics method for solving optimal control problems

MOHAMAD EBRAHIM DASTYAR

2013 Oct

control parameterization method for solving optimal control problem

AMIR HAMZEH ALIZADEH TABRIZIAN

2013 Sep

Numerical Solution of pursuit-evasion Game problems

BAHAR NADIMI

2012 Oct

hp-pseudospectral methods for solving optimal control problems

MEHDI KOUZEHKOULANI SARIJALOU

2012 Oct

Radau Pseudospectral Method for solving optimal control problems

SALAR KHEZRI

2012 Oct

Low density parity check LDPC codes for burst erasure channels

FARZANEH TAHERKHANI & MOHAMMAD REZA RAFSANJANI SADEGHI
Other Supervisor:

2011 Oct

Operational scheduling of refined products pipeline network with simultaneous batch injection

HOSSEIN MOSTAFAEI & S.ALI MIRHASSANI
Other Supervisor:

2011 Oct

Numerical solution of the optimal control problems governed by PDEs by pseudospectral method

ZEINAB SABE

2011 Sep

Development of optimization algorithm for intelligent wells

MORTEZA HASSAN ABADI & S.ALI MIRHASSANI
Other Supervisor:

2011 Sep

On the coding models of biological sequence

MARYAM TAHMASEBI & MOHAMMAD REZA RAFSANJANI SADEGHI
Other Supervisor:

2011 Jun

Verification of second order sufficient conditions for bang bang controls

ZAHRA FOROUZANDEHJOUNEGHANI

2011 Feb

On the numerical solution of fractional optimal control problems

EHSAN ALLAH HAMEDI

2011 Feb

A shooting method for solving optimal control problems

SHIRIN FALLAHI

2010 Oct

Leapfrog algorithm for solving optimal control problems with unbounded controls

SEYEDE FELORA SAMIMI

2010 Oct

Finite difference methods for solution of partial differential equations of fractional order

HASAN KHOSRAVIAN ARAB

2010 Jan

solving multicommodity problems with interior - point method

MORTAZA MOSLAMI

2009 Dec

Using pseudospectral method for solving switched optimal control problems

ATEFEH RABEY GHAHFAROKHY

2009 Sep

The Multidomain Spectral Methods for Solving PDE with Parallel Scheme

ENSIEH SADEGHI

2008 Dec

Parallel Lterative Methods for Sparse Linear Systems

ZAHRASADAT MOHAMMADI

2008 Dec

Namerical methods for computing matrix roots

AMIR SADEGHI

2008 Jul

OPTIMIZING MAC IMPLIMENTATION BASED ON AI TECHNIQUES

ZAHRA HAMZEI & MOHAMMAD EBRAHIM SHIRI AHMAD ABADY
Other Supervisor:

2008 Feb

USING INTERIOR POINT ALGORITHMS FOR SEMI-DEFINITE PROGRAMMING

MAJID JABERIPOUR & Esmaile Khorram
Other Supervisor:

2008 Jan

THE USE OF RADIAL BASIS FUNCTIONS FOR SOLVING TIME DEPENDENT PARTIAL DIFFERENTIAL EQUATIONS

HABIB SAHRAEI KHAMESLO

2007 Jan

WAVELET - BASED PRECONDITIONERS

HOSEIN BEIRAMI

2006 Nov

NON STANDARD FINITE DIFFERENCE FOR SOLWING PARTIAL DIFFERENCIAL EQUATIONS

FATEMEH MIRGALOWIBAYAT
Other Supervisor: HOJATOLLAH ADIBI

2006 Nov

IMPLEMENTATION OF FAST WAVELET GULERKIN METHODS FOR FREDHOLM INTEGRAL EQUATION OF SECOND KIND

ASGAR HAMDI
Other Supervisor: MEHDI DEHGHAN

2006 Nov

MODIFICATIONS IN FINITE DIFFERENCE METH FOR SOLVING SOME PARTICAL EQUATION

MARZIEH TAVAKOLIAN & MEHDI DEHGHAN
Other Supervisor:

2006 Nov

Meta-learning for multi-modal tasks with adaptive mixture of experts

ZOHRE BAHRANIFARD

2026 Apr

Boosting GAN Training Efficiency Using Latent Spaces Derived from Autoencoders

FARSHAD HONARASA

2025 Mar

Journal Papers

S. Miri Cheshmeh Gachi, E. Salavati, M. Shamsi, "Robust Portfolio Selection Under Model Ambiguity Using Deep Learning", International Journal of Financial Studies, 2025 Mar vol. 13, no. 38, pp.1-18, 2025.

Roya Vaziri Doghezlou, Hamid Reza Tabrizidooz, M. Shamsi, "A direct transcription method for solving distributed-order fractional optimal control problems", Journal of Vibration and Control, 2024 Mar vol. 0, no. 0, pp.1-27, 2024.

M. Maleknia, M. Shamsi, "A quasi-Newton proximal bundle method using gradient sampling technique for minimizing nonsmooth convex functions", Optimization Methods and Software, 2022 Feb vol. 37, no. 4, pp.1415-1446, 2022.

Z. Yazdaniyan, M. Shamsi, Maria Do Rosario De Pinho, Zahra Foroozandeh, "Heuristic artificial bee colony algorithm for solving the Homicidal Chauffeur differential game", .Aut Journal of Mathematics and Computing, 2020 Oct vol. 1, no. 2, pp.153-163, 2020.

M. Maleknia, M. Shamsi, "A Gradient Sampling Method Based on Ideal Direction for Solving Nonsmooth Optimization Problems", Journal of Optimization Theory and Applications, 2020 Aug vol. 187, no. 0, pp.181-204, 2020.

M. Maleknia, M. Shamsi, "A new method based on the proximal bundle idea and gradient sampling technique for minimizing nonsmooth convex functions", Computational Optimization and Applications, 2020 Jul vol. 77, no. 0, pp.379-409, 2020.

Z. Yazdaniyan, M. Shamsi, Zahra Foroozandeh, Maria Do Rosario De Pinho, "A numerical method based on the complementarity and optimal control formulations for solving a family of zero-sum pursuit-evasion differential games", Journal of Computational and Applied Mathematics, 2020 Apr vol. 368, no. 0, pp.112535-112535, 2020.

Z. Forouzandehjouneghani, M. Shamsi, Maria Do Rosario De Pinho, "A mixed-binary non-linear programming approach for the numerical solution of a family of singular optimal control problems", International Journal of Control, 2019 Aug vol. 92, no. 7, pp.1551-1566, 2019.

Z. Dalvand, M. Shamsi, Masoud Hajarian, "Modeling and solving problems of optimal control of hybrid systems with autonomous switches using particle swarm optimization and direct transcription methods", , 2019 Jun vol. 9, no. 1, pp.120-142, 2019.

Zahra Foroozandeh, Maria Do Rosario De Pinho, M. Shamsi, "On numerical methods for singular optimal control problems: An application to an AUV problem", Discrete and Continuous Dynamical Systems-Series B, 2019 May vol. 24, no. 5, pp.2219-2235, 2019.

Shervan Erfani, E. Babolian, Shahnam Javadi, M. Shamsi, "Stable evaluations of fractional derivative of the Mntz-Legendre polynomials and application to fractional differential equations", Journal of Computational and Applied Mathematics, 2019 Mar vol. 384, no. 0, pp.70-88, 2019.

M. Salih Ali, M. Shamsi, Hassan Khosravian-arab, Delfim Fm Torres, Farid Bozorgnia, "A space-time pseudospectral discretization method for solving diffusion optimal control problems with two-sided fractional derivatives", Journal of Vibration and Control, 2019 Mar vol. 25, no. 5, pp.1080-1095, 2019.

A. Salati, M. Shamsi, Delfim Fm Torres, "Direct transcription methods based on fractional integral approximation formulas for solving nonlinear fractional optimal control problems", Communications In Nonlinear Science and Numerical Simulation, 2019 Feb vol. 67, no. 0, pp.334-350, 2019.

M.K.A. Al Moaeet, M. Shamsi, Hassan Khosravian-arab, Delfim Fm Torres, "A collocation method of lines for two-sided space-fractional advection-diffusion equations with variable coefficients", Mathematical Methods In The Applied Sciences, 2018 Jul vol. 42, no. 10, pp.3465-3480, 2018.

Mohsen Mehrali-varjani, M. Shamsi, Alaeddin Malek, "Solving a class of Hamilton-Jacobi-Bellman equations using pseudospectral methods", Kybernetika, 2018 Jun vol. 54, no. 4, pp.629-647, 2018.

Seyyedeh Zeinab Fatemi, M. Shamsi, Navid Razmjooy, "Collocation method for differential variational inequality problems", International Journal of Numerical Modelling-Electronic Networks Devices and Fields, 2018 May vol. 32, no. 1, pp.1-18, 2018.

M. Khaksar Oshagh, M. Shamsi, "An adaptive wavelet collocation method for solving optimal control of elliptic variational inequalities of the obstacle type", Computers and Mathematics With Applications, 2018 Jan vol. 75, no. 2, pp.470-485, 2018.

A. Moussavi, M. Shamsi, "A Polynomial-Based Key Distribution Approach for Wireless Sensor Networks", Iranian Journal of Science & Technology, 2017 Dec vol. 42, no. 1, pp.13-20, 2017.

S. Z. Fatemi, M. Shamsi, Farid Bozorgnia, "Extragradient methods for differential variational inequality problems and linear complementarity systems", Mathematical Methods In The Applied Sciences, 2017 Dec vol. 40, no. 18, pp.7201-7217, 2017.

M. Khaksar Oshagh, M. Shamsi, "Direct pseudo-spectral method for optimal control of obstacle problem - an optimal control problem governed by elliptic variational inequality", Mathematical Methods In The Applied Sciences, 2017 Sep vol. 40, no. 13, pp.4993-5004, 2017.

M. Khaksar Oshagh, M. Shamsi, M. Dehghan, "A wavelet-based adaptive mesh refinement method for the obstacle problem", Engineering With Computers, 2017 Aug vol. 34, no. 3, pp.577-598, 2017.

Z. Sabeh, M. Shamsi, I. Michael Navon, "An indirect shooting method based on the POD/DEIM technique for distributed optimal control of the wave equation", International Journal For Numerical Methods In Fluids, 2017 Aug vol. 86, no. 7, pp.433-453, 2017.

M. Khalily-dermany, M. Shamsi, M.j. Nadjafi-arani, "A convex optimization model for topology control in network-coding-based-wireless-sensor networks", Ad Hoc Networks, 2017 May vol. 59, no. 0, pp.1-11, 2017.

Z. Forouzandehjouneghani, M. Shamsi, Vadim Azhmyakov, M. Shafiee, "A modified pseudospectral method for solving trajectory optimization problems with singular arc", Mathematical Methods In The Applied Sciences, 2017 Apr vol. 40, no. 5, pp.1783-1793, 2017.

Z. Sabeh, M. Shamsi, M. Dehghan, "Distributed optimal control of the viscous Burgers equation via a Legendre pseudo-spectral approach", Mathematical Methods In The Applied Sciences, 2016 Sep vol. 39, no. 18, pp.3350-3360, 2016.

E. Haghighat, S. Shaikhzadeh Najar, S. Etrati, M. Shamsi, "Theoretical predicting of the needle penetration force in denim fabric, part 2 The role of yarn bending energy variations", International Journal of Clothing Science and Technology, 2015 Jul vol. 27, no. 4, pp.477-494, 2015.

E. Haghighat, S. Etrati, S. Shaikhzadeh Najar, M. Shamsi, "Theoretical prediction of the needle penetration force in denim fabric part 1: yarn tensile extension component", International Journal of Clothing Science and Technology, 2015 May vol. 27, no. 3, pp.397-416, 2015.

M.A. Mehrpouya, M. Shamsi, "Gauss pseudospectral and continuation methods for solving two-point boundary value problems in optimal control theory", Applied Mathematical Modelling, 2015 Apr vol. 39, no. 17, pp.5047-5057, 2015.

Mohammad Khalily Dermany, M. Sabaei, M. Shamsi, "Topology Control in Network-Coding-Based-Multicast Wireless Sensor Networks", International Journal of Sensor Networks, 2015 Jan vol. 17, no. 2, pp.93-104, 2015.

M.A. Mehrpouya, M. Shamsi, Vadim Azhmyakov, "An efficient solution of hamiltonian boundary value problems by combined gauss pseudospectral method with differential continuation approach", Journal of The Franklin Institute-Engineering and Applied Mathematics, 2014 Oct vol. 351, no. 10, pp.4765-4785, 2014.

M.A. Mehrpouya, M. Shamsi, Mohseen Razzaghi, "A COMBINED ADAPTIVE CONTROL PARAMETRIZATION AND HOMOTOPY CONTINUATION TECHNIQUE FOR THE NUMERICAL SOLUTION OF BANG-BANG OPTIMAL CONTROL PROBLEMS", Anziam Journal, 2014 Sep vol. 56, no. 1, pp.48-65, 2014.

Shahrokh Esmaeili, M. Shamsi, M. Dehghan, "solution of fractional differential equations via a Volterra integral equation approach", Central European Journal of Physics, 2013 Nov vol. 11, no. 10, pp.1470-1481, 2013.

Ricardo Almeida, H. Khosravian-arab, M. Shamsi, "A generalized fractional variational problem depending on indefinite integrals: Euler-Lagrange equation and numerical solution", Journal of Vibration and Control, 2013 Oct vol. 19, no. 14, pp.2177-2186, 2013.

Z. Forouzandehjouneghani, M. Shamsi, "Solution of nonlinear optimal control problems by the interpolating scaling functions", Acta Astronautica, 2012 Mar vol. 72, no. 0, pp.21-26, 2012.

M. Shamsi, S. Esmaeili, Yuri Luchko, "Numerical solution of fractional differential equations with a collocation method based on Mntz polynomials", Computers and Mathematics With Applications, 2011 Jun vol. 62, no. 3, pp.918-929, 2011.

S. Esmaeili, M. Shamsi, "A pseudo-spectral scheme for the approximate solution of a family of fractional differential equations", Communications In Nonlinear Science and Numerical Simulation, 2010 Dec vol. 0, no. 0, , 2010.

M. Shamsi, "A modified pseudospectral scheme for accurate solution of Bang-Bang optimal control problems", Optimal Control Applications and Methods, 2010 Aug vol. 0, no. 0, , 2010.

M. Shamsi, M. Dehghan, "Determination of a control function in three-dimensional parabolic equations by Legendre pseudospectral method", Numerical Methods For Partial Differential Equations, 2010 Jul vol. 0, no. 0, , 2010.

M. Diary Bidgoli, S. Shaikhzadeh Najar, M. Shamsi, "An experimental verification of cut-pile carpet compression behavior", The Journal of The Textile Institute, 2010 May vol. 101, no. 6, , 2010.

M. Diary Bidgoli, S. Shaikhzadeh Najar, M. Shamsi, "A new theoretical approach to cut-pile carpet compression based on elastic-stored bending energy", Journal of The Textile Institute, 2009 Nov vol. 0, no. 100, , 2009.

M.R. Navabi, M. Shamsi, "Numerical Solution of The Controlled Rayleigh Nonlinear Oscillator by the Direct Spectral Method", Journal of Vibration and Control, 2008 Jun vol. , no. 14, , 2008.

M.R. Navabi, M. Shamsi, M. Mani, "Time-Optimal Switching Control Computation of Nonlinear Systems Using LGI Method", , 2007 Oct vol. 0, no. 0, , 2007.

M. Shamsi, M. Dehghan, "Recovering a Time -Dependent Coefficient in a Parabolic Equation From Overspecified Boundary Data Using The Pseudospectral Legendre Method", Numerical Methods For Partial Differential Equations, 2007 Jan vol. , no. 23, , 2007.

M. Dehghan, M. Shamsi, "Numerical Solution of Two - Dimensional Parabolic Equation Subject to Nonstandard Boundary Specifications Using The Pseudospectral Legendre Method", Numerical Methods For Partial Differential Equations, 2006 Nov vol. , no. 22, , 2006.

M. Shamsi, "Solution of Hallens Integral Equation Using Multiwavelets", Computer Physics Communications, 2005 Apr vol. , no. 168, , 2005.

M. Shamsi, J. Nazarzadeh, M. Shafiee, "Numerical solution to pocklingtons integral equation by using haar wavelets", Kybernetika, 2004 Dec vol. , no. , , 2004.

M. Shamsi, , J. Nazarzadeh, M. Shafiee, "Haar wevelets method for solving pocklingtion,s integral equation", Kybernetika, 2004 Dec vol. , no. 40, , 2004.

M. Shamsi, "Numerical solution of the controlled duffing oscillator by the interpolating scaling functions", , 2004 Aug vol. , no. 18, , 2004.

M. Shamsi, "Efficient numerical techniques for solving pocklington,s integral equation using multiwavelets", , 2004 Jul vol. , no. 18, , 2004.

Taught Courses

Course title

Description

Headlines

Date

Database & Workshop

4051

Fundamental of Numerical Analysis

4051

Foundation of Numerical Analysis

...

4042

COMPUTER GRAPHICS

4042

Advanced Nonlinear Optimization

4042

Foundation of Numerical Analysis

4041

Foundation of Numerical Analysis

4032

Optimization and Neural Networks

4032

Software Mathematics

4032