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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
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