Evolutionary Multi-objective Optimization in Uncertain Environments

Evolutionary Multi-objective Optimization in Uncertain Environments

Issues and Algorithms

Tan, Kay Chen; Goh, Chi-Keong

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

03/2009

271

Dura

Inglês

9783540959755

15 a 20 dias

1270

Descrição não disponível.

I: Evolving Solution Sets in the Presence of Noise.- Noisy Evolutionary Multi-objective Optimization.- Handling Noise in Evolutionary Multi-objective Optimization.- Handling Noise in Evolutionary Neural Network Design.- II: Tracking Dynamic Multi-objective Landscapes.- Dynamic Evolutionary Multi-objective Optimization.- A Coevolutionary Paradigm for Dynamic Multi-Objective Optimization.- III: Evolving Robust Solution Sets.- Robust Evolutionary Multi-objective Optimization.- Evolving Robust Solutions in Multi-Objective Optimization.- Evolving Robust Routes.- Final Thoughts.

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algorithms;computer-aided design (CAD);evolution;evolutionary algorithm;evolutionary computation;multi-objective optimization;neural network;optimization