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Titlebook: Evolutionary Multi-Criterion Optimization; First International Eckart Zitzler,Lothar Thiele,David Corne Conference proceedings 2001 Spring

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Inferential Performance Assessment of Stochastic Optimisers and the Attainment Functionresults. Since an optimiser may be viewed as an estimator for the (Pareto) minimum of a (vector) function, stochastic optimiser performance is discussed in the light of the criteria applicable to more usual statistical estimators. Multiobjective optimisers are shown to deviate considerably from stan
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A Statistical Comparison of Multiobjective Evolutionary Algorithms Including the MOMGA-IIious Multiobjective Evolutionary Algorithms (MOEA) have been developed to obtain MOP Pareto solutions. A particular exciting MOEA is the MOMGA which is an extension of the single-objective building block (BB) based messy Genetic Algorithm. The intent of this discussion is to illustrate that modifica
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An Infeasibility Objective for Use in Constrained Pareto Optimizationt function is treated as a separate objective in a Pareto optimization. The new method reduces the dimensionality of the optimization problem by representing the constraint violations by a single “infeasibility objective”. The performance of the method is examined using two constrained multi-objecti
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Kei-Ichi Ishikawa,Risa Nonaka,Wado Akamatsuions in the population. Therefore, an archive of non-dominated solutions is maintained. Case studies are carried out on some of the test functions used in [.] and [.]. Simulation results show that the proposed approaches are simple and effective.
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Adapting Weighted Aggregation for Multiobjective Evolution Strategiesions in the population. Therefore, an archive of non-dominated solutions is maintained. Case studies are carried out on some of the test functions used in [.] and [.]. Simulation results show that the proposed approaches are simple and effective.
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0302-9743 imization, EMO 2001, held in Zurich, Switzerland in March 2001..The 45 revised full papers presented were carefully reviewed and selected from a total of 87 submissions. Also included are two tutorial surveys and two invited papers. The book is organized in topical sections on algorithm improvements
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