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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Parallel hybrid ant colony optimization on GPU to solve travelling salesman problem (2014) Conference paperROADEF - 15ème congrès annuel de la Société française de recherche opérationnelle et d'aide à la décision
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Hybrid Imperialist Competitive Algorithm with Simplex Approach: Application to Electric Motor Design (2013) Conference paper2013 IEEE International Conference on Systems, Man and Cybernetics (SMC 2013)
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A flexible and efficient multi-agent gas turbine power plant energy management system with economic and environmental constraints (2013) ArticleApplied Energy
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Applied Mathematics and Computation