Professor
Department & Team
Computer Science
OMeGA
Responsibility
Team Head: OMeGA • Institute Director
Contact:
Nous écrire
Personal page
Areas of Expertise
My research activities lie at the intersection of artificial intelligence, metaheuristics, optimization, machine learning, and parallel computing, with a strong focus on industrial applications and complex systems.
Description
My research lies at the crossroads of artificial intelligence, metaheuristics, optimization, machine learning, and high-performance computing. I aim to design efficient and scalable algorithms for tackling complex real-world problems, often characterized by high dimensionality, uncertainty, and computational constraints.
This work is strongly interdisciplinary, with applications spanning industry, logistics, energy management, telecommunications, chemistry, advanced materials, and data-driven sciences.
Publications
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Hybrid Differential Evolution Algorithm Employed for the Optimum Design of a High-Speed PMSM Used for EV Propulsion (2017) ArticleIEEE Transactions on Industrial Electronics
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Using a novel parallel genetic hybrid algorithm to generate and determine new zeolite frameworks (2017) ArticleComputers & Chemical Engineering
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Hybrid optimization design of a high-speed permanent magnet machine used for EV traction (2016) Conference paper2016 International Conference and Exposition on Electrical and Power Engineering (EPE)
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Parallel Processing Letters
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Hybrid Backtracking Search Optimization Algorithm and K-Means for Clustering in Wireless Sensor Networks (2016) Conference paper2016 IEEE 14th Intl Conf on Dependable, Autonomic and Secure Computing, 14th Intl Conf on Pervasive Intelligence and Computing, 2nd Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress(DASC/PiCom/DataCom/CyberSciTech)2016