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An Evolutionary Algorithm for Multiobjective Optimization: The Strength Pareto Approach (1998)  (Make Corrections)  (104 citations)
Eckart Zitzler, Lothar Thiele



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Abstract: Evolutionary algorithms (EA) have proved to be well suited for optimization problems with multiple objectives. Due to their inherent parallelism they are able to capture a number of solutions concurrently in a single run. In this report, we propose a new evolutionary approach to multicriteria optimization, the Strength Pareto Evolutionary Algorithm (SPEA). It combines various features of previous multiobjective EAs in a unique manner and is characterized as follows: a) besides the population a... (Update)

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BibTeX entry:   (Update)

Eckart Zitzler and Lothar Thiele. An Evolutionary Algorithm for Multiobjective Optimization: The Strength Pareto Approach. Technical Report 43, Computer Engineering and Communication Networks Lab (TIK), Swiss Federal Institute of Technology (ETH), Zurich, Switzerland, May 1998. http://citeseer.ist.psu.edu/article/zitzler98evolutionary.html   More

@techreport{ zitzler98evolutionary,
    author = "Eckart Zitzler and Lothar Thiele",
    title = "An Evolutionary Algorithm for Multiobjective Optimization: The Strength Pareto Approach",
    number = "43",
    address = "Gloriastrasse 35, CH-8092 Zurich, Switzerland",
    year = "1998",
    url = "citeseer.ist.psu.edu/article/zitzler98evolutionary.html" }
Citations (may not include all citations):
2138   Genetic Algorithms in Search (context) - Goldberg - 1989
229   Knapsack Problems: Algorithms and Computer Implementations (context) - Martello, Toth - 1990  ACM
214   Adaption in Natural and Artificial Systems (context) - Holland - 1992
214   Adaption in Natural and Artificial Systems (context) - Holland - 1975
209   Genetic algorithms with sharing for multimodal function opti.. (context) - Goldberg, Richardson - 1987  ACM
191   An overview of evolutionary algorithms in multiobjective opt.. - Fonseca, Fleming - 1995  DBLP
148   An investigation of niche and species formation in genetic f.. (context) - Deb, Goldberg - 1989  ACM   DBLP
142   Multiple objective optimization with vector evaluated geneti.. (context) - Schaffer - 1985  ACM   DBLP
142   Multiple Objective Optimization with Vector Evaluated Geneti.. (context) - Schaffer - 1984  ACM   DBLP
133   Multiobjective optimization using nondominated sorting in ge.. - Srinivas, Deb - 1994  DBLP
127   A niched pareto genetic algorithm for multiobjective optimiz.. - Horn, Nafpliotis et al. - 1994  DBLP
107   Multiple Criteria Optimization: Theory (context) - Steuer - 1986
76   Multiobjective optimization using the niched pareto genetic .. - Horn, Nafpliotis - 1993
61   Niching Methods for Genetic Algorithms - Mahfoud - 1995  ACM
46   Genetic search strategies in multicriterion optimal design (context) - Hajela, Lin - 1992
37   System-level synthesis using evolutionary algorithms - Blickle, Teich et al. - 1996
37   System-level synthesis using evolutionary algorithms - Blickle, Teich et al. - 1998
37   Multiobjective genetic local search algorithm (context) - Ishibuchi, Murata - 1996
36   Compaction of symbolic layout using genetic algorithms (context) - Fourman - 1985  ACM   DBLP
36   Using genetic algorithms to explore pattern recognition in t.. - Forrest, Javornik et al. - 1993  ACM   DBLP
23   cooperative populations with genetic algorithms (context) - Smith, Forrest et al. - 1993
22   Finding multimodal solutions using restricted tournament sel.. - Harik - 1995  ACM   DBLP
20   Genetic algorithms and the immune system (context) - Forrest, Perelson - 1991  ACM   DBLP
17   Population diversity in an immune system model: Implications.. - Smith, Forrest - 1992  DBLP
16   Theory of Evolutionary Algorithms and Application to System-.. (context) - Blickle - 1996
15   A multiple criteria genetic algorithm for containership load.. (context) - Todd, Sen - 1997  DBLP
14   A non-generational genetic algorithm for multiobjective opti.. - Valenzuela-Rend'on, Uresti-Charre - 1997  DBLP
12   one multiple knapsack problem and genetic algorithms (context) - Khuri, Back et al. - 1994
12   Reducing the size of the nondominated set: Pruning by cluste.. (context) - Morse - 1980
10   A multi-sexual genetic algorithm for multiobjective optimiza.. - Lis, Eiben - 1997
8   The neighborhood constraint-method: A genetic algorithm-base.. (context) - Loughlin, Ranjithan - 1997
8   An interactive fuzzy satisficing method for multiobjective m.. (context) - Sakawa, Kato et al. - 1996  DBLP
6   and the preservation of diversity (context) - Oei, Goldberg et al. - 1991
5   Fitness functions for multiple objective optimization proble.. (context) - Greenwood, Sharon et al. - 1996  DBLP
5   Finding multiple solutions in problems of bounded difficulty - Harik - 1994
5   Niche and species formation in genetic algorithms (context) - Ryan - 1995
5   Reducing the pareto optimal set in multicriteria optimizatio.. (context) - Rosenman, Gero - 1985
4   Multiobjective Optimization: Behavioral and Computational Co.. (context) - Ringuest - 1992
4   Use of genetic algorithms in multicriteria optimization to s.. (context) - Cunha, Oliviera et al. - 1997  DBLP
4   Multiobjective genetic algorithms made easy: Selection (context) - Fonesca, Fleming - 1995
3   Michigan State University (context) - the, Conference et al. - 1997
3   Genetic algorithms for the 0/1 knapsack problem (context) - Michalewicz, Arabas - 1994  ACM   DBLP
2   An analysis of the bevavior of a class of genetic adaptive s.. (context) - De Jong - 1975
2   Solving large knapsack problems with a genetic algorithm (context) - Spillman - 1995
1   An evolutionary approach to system-synthesis (context) - Blickle, Teich et al. - 1997



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