Randomized Optimization
An Equipe-projet, joint with INRIA Saclay-Ile de France.
Head: Anne Auger, Chargée de Recherche INRIA
Permanent Members:
Dimo Brockhoff, Chargé de Recherche INRIA
Nikolaus Hansen, Directeur de Recherche INRIA
PhD students :
Alann Cheral
Marie-Ange Dahito
Paul Dufossé
Eugénie Marescaux
Cheikh Touré
Konstantinos Varelas
Alumni :
Asma Atamna, postdoc
Dejan Tušar, ingénieur
Umut Batu, ingénieur
Research activities:
The RandOpt team is specialized in numerical optimization without derivatives (also known as blackbox optimization) in particular with stochastic algorithms. We are interested by theory, algorithm design, and applications in several areas (such as energy, biology, medicine) in both academia and industry. We are especially known for the CMA-ES algorithm (Covariance Matrix Adaptation Evolution Strategy) of which Nikolaus Hansen is one of the main inventor and we also develop the benchmarking plaform COCO (COmparing Continuous Optimizers). Lately, we are focusing our research on expensive optimization, constrained optimization, large-scale optimization, and multiobjective optimization.