Hiroyasu, Tomoyuki; Miki, Mitsunori; Kamiura, Jiro; Watanabe, Shinya; Hiroyasu, Hiro MOGADES: multi-objective genetic algorithm with distributed environment scheme. (English) Zbl 1079.90597 Abraham, Ajith (ed.) et al., Evolutionary multiobjective optimization. Theoretical advances and applications. London: Springer (ISBN 1-85233-787-7/hbk). Advanced Information and Knowledge Processing, 201-227 (2005). Summary: This chapter proposes a Multi-Objective Genetic Algorithm with Distributed Environment Scheme (MOGADES). The performance of MAGADES is compared with SPEA2 and NSGA-II. Further a Distributed Cooperation Model of Multi-Objective Genetic Algorithm (DEMOGA) is introduced. The effectiveness of DCMOGA is illustrated by comparing with SPEA2 and other multiobjective optimization algorithms. Finally MOGADES and DCMOGA are combined into a hybrid algorithm called Distributed Cooperation Model of Multi-Objective Genetic Algorithm with Environmental Scheme (DCMOGADES) and applied to some test problems. Performance of MOGADES is also illustrated by applying to some real world problems.For the entire collection see [Zbl 1064.90001]. MSC: 90C29 Multi-objective and goal programming Software:DCMOGADES; MOGADES; SPEA2 PDF BibTeX XML Cite \textit{T. Hiroyasu} et al., in: Evolutionary multiobjective optimization. Theoretical advances and applications. London: Springer. 201--227 (2005; Zbl 1079.90597)