Tasks performed
Field of interest:
- Optimization methods; Metaheuristics, Heuristics, Linear Integer Programming.
- Parallel Processing
- Machine Learning, Artificial Intelligence
- Logistics
Background
2013 MS, Computer Science, Shahid Bahonar University of Kerman, Iran, Thesis Topic: Improving n-Similarity by genetic algorithm and its application in text document resemblance.
2009 BS, Shahid Bahonar University of Kerman, Iran, Computer Engineering, Thesis Topic: Using genetic algorithm in energy consumption optimization in wireless sensor networks.
Publications
Refereed Journals:
Mina Mirhosseini, Mahmood Fazlali, Mohammad K Fallah, Jeong-A Lee, Parallel Co-operative Genetic and Branch&Bound Algorithms for Solving Mixed Integer Linear Programming Models in High-Level Synthesis, IEEE Transactions on Parallel and Distributed Systems, 2023 (Submitted).
Mahmood Fazlali, Mahdi Movahedian Moghaddam, Mina Mirhosseini, Alex Shafarenko, “Parallel Branch-and-Bound Algorithm for Mixed Integer Linear Programming in High-Level Synthesis: Tree and Sub-Tree Approaches for Shared and Distributed Memory Platforms”, Journal of Parallel and Distributed Computing, 2023 (Submitted).
Mahmood Fazlali, Mina Mirhosseini, Mahdi Movahedian Moghaddam, "Load balanced sub-tree decomposition algorithm for solving Mixed Integer Linear Programming models in Behavioral synthesis", Computer and Electrical Engineering Journal, 2024 (Revised).
Mina Mirhosseini, Mahmood Fazlali, Mohammad K Fallah, Jeong-A Lee, “A Fast MILP Solver for High Level Synthesis Based on Heuristic Model 2 Reduction and Enhanced Branch and Bound Algorithm”, Journal of Supercomputing 79 (2023): 12042–12073.
Mina Mirhosseini, Mahmood Fazlali, Hadi Tabatabaee Malzi, Sayyed Kamyar Izadi, Hossein Nezamabadi-pour, “Parallel Quadri-valent Quantum-Inspired Gravitational Search Algorithm on Heterogeneous Platform for Wireless Sensor Networks.” Computers and Electrical Engineering 92 (2021): 107085.
Mina Mirhosseini, Mahmood Fazlali. “Parallel and Exact Method for Solving n-Similarity Problem.” Journal of Electrical and Computer Engineering Innovations 8, no. 2 (2020): 193-200.
Mina Mirhosseini, Hossein Nezamabadi-pour. "BICA: a binary imperialist competitive algorithm and its application in CBIR systems." International Journal of Machine Learning and Cybernetics 9, no. 12 (2018): 2043-2057.
Elham Khodayari, Vahid Sattari-Naeini, Mina Mirhosseini. "A gravitational search algorithm-based single-center of mass flocking control for tracking single and multiple dynamic targets for parabolic trajectories in mobile sensor networks."Journal of AI and Data Mining 6, no. 1 (2018): 207-217.
Mina Mirhosseini, Fatemeh Barani, Hossein Nezamabadi-pour. "QQIGSA: A quadrivalent quantum-inspired GSA and its application in optimal adaptive design of wireless sensor networks." Journal of Network and Computer Applications 78 (2017): 231-241.
Mina Mirhosseini, Fatemeh Barani, Hossein Nezamabadi-pour. "Design optimization of wireless sensor networks in precision agriculture using improved BQIGSA." Sustainable Computing: Informatics and Systems 16 (2017): 38-47.
Fatemeh Barani, Mina Mirhosseini, Hossein Nezamabadi-Pour. "Application of binary quantum-inspired gravitational search algorithm in feature subset selection." Applied Intelligence 47, no. 2 (2017): 304-318.
Fatemeh Barani, Mina Mirhosseini, Hossein Nezamabadi-pour, Malihe M. Farsangi. "Unit commitment by an improved binary quantum GSA." Applied Soft Computing 60 (2017): 180-189.
Mina Mirhosseini, Hossein Nezamabadi-pour. "Metaheuristic search algorithms in solving the n-similarity problem." Fundamenta Informaticae 152, no. 2 (2017): 145-166.
Mina Mirhosseini, Fatemeh Barani, Hossein Nezamabadi-pour. "Optimization of adaptive design of wireless sensor networks using binary quantum-inspired gravitational search algorithm." (2017): 27-36.
Mina Mirhosseini, "A clustering approach using a combination of gravitational search algorithm and k-harmonic means and its application in text document clustering." Turkish Journal of Electrical Engineering & Computer Sciences 25, no. 2 (2017): 1251-1262.
Fereshteh Forouzesh, Mina Mirhosseini. "Roughness in MVmodules." series Mathematics (2016): 27-43.
Mina Mirhosseini, Mashaallah Mashinchi, Hossein Nezamabadi-pour. "Improving n-similarity problem by genetic algorithm and its application in text document resemblance." Fuzzy Information and Engineering 6, no. 3 (2014): 263-278.
Marjan Kuchaki Rafsanjani, Mina Mirhoseini, Ramin Nourizadeh. "A multi-objective evolutionary algorithm for improving energy consumption in wireless sensor networks." Bulletin of the Transilvania University of Brasov. Mathematics, Informatics, Physics. Series III 6, no. 2 (2013): 107.
Refereed Conferences:
Mahmood Fazlali, Mina Mirhosseini, Alex Shafarenko, Mashallah Mashinchi, “GPU-based Parallel Technique for Solving the N-Similarity Problem in Textual Data Mining”, 2024 Third International Conference on Distributed Computing and High Performance Computing (DCHPC), pp. 1-6, IEEE, 2024.
Mohammad K. Fallah, Mina Mirhosseini, Mahmood Fazlali, Masoud Daneshtalab. "Scalable Parallel Genetic Algorithm For Solving Large Integer Linear Programming Models Derived From Behavioral Synthesis." In 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), pp. 390-394. IEEE, 2020.
Mina Mirhosseini, Mahmood Fazlali, Georgi Gaydadjiev. "A Parallel and Improved Quadrivalent Quantum-Inspired Gravitational Search Algorithm in Optimal Design of WSNs." In International Congress on HighPerformance Computing and Big Data Analysis, pp. 352-366. Springer, Cham, 2019.
Fatemeh Barani, Mina Mirhosseini. "Classification of binary problems with SVM and a mixed artificial bee colony algorithm." In 2018 3rd Conference on Swarm Intelligence and Evolutionary Computation (CSIEC), pp. 1-9. IEEE, 2018.
Elham Khodayari, Vahid Sattari-Naeini, Mina Mirhosseini. "Flocking control with single-COM for tracking a moving target in mobile sensor network using gravitational search algorithm." In 2016 1st Conference on Swarm Intelligence and Evolutionary Computation (CSIEC), pp. 125-130. IEEE, 2016.