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Solve your optimization problems with Evolutionary Algorithms - A practical point of view

Seminar run by Denis PALLEZ (I3S Lab)


20/06/2019   :   10h00
Salle des Séminaires MSI, 1361 Route des Lucioles, 06560 Valbonne, France
 Speaker: Denis PALLEZ (I3S Lab)
Publication : 20/06/2019
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Speaker: Denis PALLEZ (I3S Lab)

Abstract: Metaheuristics and more specifically Evolutionary Algortihms (EA) are Artificial Intelligence algorithms introduced to mimic biological, physical, sociological, chemical... processes inspired from Nature in order to solve optimization problems. Many variants are proposed in the litterature as Genetic Algorithms, Differential Evolution, Particle Swarm Optimization, Ant Colony Optimization...They share a common framework that will be introduced. Their diversity allows to tackle many different kind of NP-hard problems such as multi or many-objective, multi-modal, large-scale or dynamic optimization...We will show why and how to use such algorithms. Finally, we will present some contributions in image retrieval, image processing, bioinformatics and conclude by presenting the current trends of research in Evolutionary Computation field.