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A comparative case study and the strength pareto approach

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Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach. Abstract: Evolutionary algorithms (EAs) are often well-suited ...
Evolutionary algorithms (EAs) are often well-suited for optimization problems involving several, often conflicting objectives. Since 1985, various evolutionary ...
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A Comparative Case Study and the Strength Pareto Approach. Eckart Zitzler and Lothar Thiele. Abstract—Evolutionary algorithms (EA's) are often well-suited.
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2.5 An Overview of Population-based Approaches . . . . . . . . . . . . . 8. 3 The Strength Pareto Evolutionary Algorithm (SPEA). 10. 3.1 The Basic Algorithm . .... given problem because it lacks extensive, quantitative comparative studies. The .... When we consider the case of finding a set of nondominated solutions rather than.
Thiele, L.: Multiobjective Evolutionary Algorithms: A Comparative Case Study and the Strength Pareto Approach. IEEE Trans. on Evolutionary Computation 3, ...
Furthermore, we introduce a new evolutionary approach to multicriteria optimization, the Strength Pareto EA (SPEA), that combines several features of previous ...
Nov 1, 2009 ... Comparison of Multiobjective Evolutionary Algorithms: Empirical ... A Comparative Case Study and the Strength Pareto Evolutionary .... An Evolutionary Algorithm for Multiobjective Optimization: The Strength Pareto Approach.
For appraising the proposed methodology, the basic approach, i.e., SPEA, is also developed ... Strength Pareto evolutionary algorithm (SPEA) is a well-known evolutionary ... with SPEA-II for the BPP optimization of KWU PWR core as a test case. ... SPEA-II appears to function better in comparison with the basic SPEA for the ...
Professor of Computer Engineering, ETH Zurich @ethz.ch
Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach. E Zitzler, L Thiele. IEEE transactions on Evolutionary ...
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objective case, with specific mechanisms used to build the Pareto set. The ... we get good results in comparison with PLS. 2 Fast Local Search for .... a comparative case study and the strength pareto approach,” Evolutionary Computation, IEEE.
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