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Communication Dans Un Congrès Année : 2012

A multi-layers method to improve optimization algorithms. Application to the design of bioreactors for water treatment

Résumé

We envision global optimization as finding a suitable initial guess of a considered optimization algorithm. One can imagine that this possibility improves the existing optimization methods. To do so, we present a methodology that consists in the resolution of a sub-optimization problem by using a multi-layers line search algorithm. We check the efficiency of this approach by considering benchmark and industrial problems. In particular, we focus on the optimization of the shape and hydrodynamic properties of a bioreactor in which a wastewater substrate is degraded by a microbial ecosystem
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Dates et versions

hal-02746712 , version 1 (03-06-2020)

Identifiants

  • HAL Id : hal-02746712 , version 1
  • PRODINRA : 323929

Citer

Benjamin Ivorra, Juan M. Bello Rivas, Angel M. Ramos, Jérôme Harmand, Alain Rapaport. A multi-layers method to improve optimization algorithms. Application to the design of bioreactors for water treatment. 25th European Conference on Operational Research (Euro XXV), Jul 2012, Vilnius, Lithuania. ⟨hal-02746712⟩
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