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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2011 IEEE Industry Applications Society Annual Meeting
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Hybrid PSO-SA Type Algorithms for Multimodal Function Optimization and Reducing Energy Consumption in Embedded Systems (2011) ArticleApplied Computational Intelligence and Soft Computing
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Sequential and Distributed SA-Type Algorithms for Energy Optimization in Embedded Systems (2010) Conference paperIEEE-CiSE 2010 (International Conference on Computational Intelligence and Software Engineering)
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Metropolis Particle Swarm Optimization Algorithm with Mutation Operator For Global Optimization Problems (2010) Conference paperIEEE-ICTAI 2010 (22th International Conference on Tools with Articial Intelligence)
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Reduction of Energy Consumption in Embedded Systems: A Hybrid Evolutionary Algorithm (2010) Conference paperMETA'10 - 3rd International Conference on Metaheuristics and Nature Inspired Computing