Professional
Educations:
- Ph.D.: Applied Mathematics, Optimization, University of Isfahan, Isfahan, Iran, 2019
- M.S: Applied Mathematics, Optimization, University of Isfahan, Isfahan, Iran, 2013
- B.S.: Applied Mathematics, University of Isfahan, Isfahan, Iran, 2011
International Visits:
- Subbatical Leaves: Hosted by Professor Marko Makela, University of Turku, Turku, Finaland, August 2023, 1 Month
- Subbatical Leaves: Hosted by Professor Adil Bagirov, Federation University, Ballarat, Australia, June 2018 - December 2018, 7 Months
Links:
Teaching
Winter & Spring 2025:
- Nonlinear Optimization, Graduate Course
- Scientific Computing (I)
Teaching experiences:
- Numerical Methods on Nonlinear Programming, Graduate Course
- Nonlinear Optimization, Graduate Course
- Linear Optimization
- Scientific Computing, Graduate Course
- Scientific Computing (I)
- Scientific Computing (II)
- Numerical Analysis (II)
- Engineering Mathematics
- Numerical Methods in Engineering
- Mathematical Software
- Numerical Methods and Imagery
- Numerical Computations
- Differential Equations
- Calculus
Research Interests
Optimization:
- Nonsmooth Optimization
- Nonconvex Optimization
- Optimization on Riemannian Manifolds
- DC Optimization
Machine Learning:
- Supervised data classification
- Cluster analysis
- Data Mining
Research Works
Journal Articles:
- N. Hoseini Monjezi,: Bundle trust region algorithm based on linear subproblem, Journal of Global Optimization, 1-23, 2025.
- N. Hoseini Monjezi,S. Nobakhtian: A dynamic multiple proximal bundle algorithm for locally Lipschitz multiobjective optimization problems, Optimization, 1-23, 2024.
- N. Hoseini Monjezi,S. Nobakhtian, M. R. Pouryayevali: Nonsmooth nonconvex optimization on Riemannian manifolds via bundle trust region algorithm, Computational Optimization and Applications, 88, 871-902, 2024.
- N. Hoseini Monjezi,S. Nobakhtian: New proximal bundle algorithm based on the gradient sampling method for nonsmooth nonconvex optimization with exact and inexact information,Numerical Algorithms, 94, 765-787, 2023.
- N. Hoseini Monjezi: A bundle trust region algorithm for minimizing locally Lipschitz functions, SIAM Journal of Optimization, 33, 319–337, 2023.
- A.M. Bagirov, N. Hoseini Monjezi,S. Taheri: A novel optimization approach towards improving separability of clusters, Computers & Operations Research, 152, 1-13, 2023.
- N. Hoseini Monjezi,S. Nobakhtian, M. R. Pouryayevali: Proximal bundle algorithm for nonsmooth optimization on Riemannian manifolds, IMA Journal of Numerical Analysis, 43, 293-325, 2023.
- N. Hoseini Monjezi,S. Nobakhtian: Convergence of the proximal bundle algorithm for nonsmooth nonconvex optimization problems, Optimization Letters, 16, 1495-1511, 2022.
- N. Hoseini Monjezi,S. Nobakhtian: An inexact multiple proximal bundle algorithm for nonsmooth nonconvex multiobjective optimization problems, Annals of Operations Research, 311, 1123-1154, 2022.
- N. Hoseini Monjezi,S. Nobakhtian: A proximal bundle-based algorithm for nonsmooth constrained multiobjective problems with inexact data, Numerical Algorithms, 89, 637-674, 2022.
- A.M. Bagirov, N. Hoseini Monjezi,S. Taheri: An augmented subgradient method for minimizing nonsmooth DC functions, Computational Optimization and Applications, 80, 411–438, 2021.
- N. Hoseini Monjezi,S. Nobakhtian: A filter proximal bundle method for nonsmoothnonconvex constrained optimization, Journal of Global Optimization, 79(1), 1-37, 2021.
- N. Hoseini Monjezi,S. Nobakhtian: A new infeasible proximal bundle algorithm for nonsmooth nonconvex constrained optimization, Computational Optimization and Applications, 74, 443–480, 2019.
- N. Hoseini Monjezi,S. Nobakhtian: A new trust region method for nonsmooth nonconvex optimization, Optimization, 67(8), 1265-1286, 2018.
- N. Hoseini Monjezi:Quasi-Newton methods for solving non-smooth multiobjective optimization, Journal of Mathematics Extension, 8(4), 9-21, 2014.
- N. Hoseini Monjezi:Quasi-Newton methods for non-convex constrained multiobjective optimization, Iranian Journal of Operations Research, 5(1), 47-54, 2014.
- N. Hoseini Monjezi:Introducing the proximal bundle algorithm for numerical solving nonsmooth optimization problems, Mathematics and Society, 5(1), 69-81, 2020, (In Persian).
- N. Hoseini Monjezi:On filter algorithm for solving nonlinear programming, Mathematics and Society, 1(1), 13-25, 2013, (In Persian).
Activities
Contribution to Journals:
- Reviewer of Mathematical Reviews (MR) in AMS since October 2021 to present
- Referee for SIAM Journal of Optimization (SIOPT)
- Referee for Journal of Global Optimization (JOGO)
- Referee for Optimization
- Referee for Computational and Applied Mathematics
- Referee for Optimization Letters
- Referee for Positivity
- Referee for Journal of Inequalities and Applications
- Referee for Bulletin of the Iranian Mathematical Society
- Referee for Journal of Mathematical Extension
- Referee for Mathematics and Society (In Persian)
Invited Speakers:
- The Second Workshop on Nonsmooth Optimization and its Applications, Urmia University of Technology, Urmia, Iran, 14-15 September 2021.
Contact
Location:
University of Isfahan, Isfahan, Iran
Email:
najmeh.hoseini@sci.ui.ac.ir
hoseini_najmeh@yahoo.com
Call:
+983137934641