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Multiobjective Evolutionary Algorithms: Analyzing the State-of-the-Art (2000)  (Make Corrections)  (54 citations)
David A. Van Veldhuizen, Gary B. Lamont
Evolutionary Computation



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Abstract: Solving optimization problems with multiple (often conflicting) objectives is, generally, a very difficult goal. Evolutionary algorithms (EAs) were initially extended and applied during the mid-eighties in an attempt to stochastically solve problems of this generic class. During the past decade, a variety of multiobjective EA (MOEA) techniques have been proposed and applied to many scientific and engineering applications. Our discussion's intent is to rigorously define multiobjective... (Update)

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BibTeX entry:   (Update)

D. A. Van Veldhuizen and G. B. Lamont. Multiobjective evolutionary algorithms: Analyzing the state-ofart. Evolutionary Computation, 8(2):125-147, 2000. http://citeseer.ist.psu.edu/vanveldhuizen00multiobjective.html   More

@article{ vanveldhuizen00multiobjective,
    author = "David A. van Veldhuizen and Gary B. Lamont",
    title = "Multiobjective Evolutionary Algorithms: Analyzing the State-of-the-Art",
    journal = "Evolutionary Computation",
    volume = "8",
    number = "2",
    pages = "125-147",
    year = "2000",
    url = "citeseer.ist.psu.edu/vanveldhuizen00multiobjective.html" }
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2138   Genetic Algorithms in Search (context) - Goldberg - 1989
191   An Overview of Evolutionary Algorithms in Multiobjective Opt.. - Fonseca, Fleming  DBLP
176   No Free Lunch Theorems for Optimization - Wolpert, Macready - 1997
162   Genetic Algorithms for Multiobjective Optimization: Formulat.. - Fonseca, Fleming - 1993
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
133   Multiobjective Optimization Using Nondominated Sorting in Ge.. - Srinivas, Deb - 1994  DBLP
129   Handbook of Evolutionary Computation (context) - ack, Fogel et al. - 1997  ACM
127   A Niched Pareto Genetic Algorithm for Multiobjective Optimiz.. - Horn, Nafpliotis et al. - 1994  DBLP
91   A Comprehensive Survey of Evolutionary-Based Multiobjective .. - Coello  DBLP
76   Multiobjective Optimization Using the Niched Pareto Genetic .. - Horn, Nafpliotis - 1993
67   Multiobjective Optimization and Multiple Constraint Handling.. - Fonseca, Fleming - 1998
52   Evolutionary Algorithms in Theory and Practice (context) - ack - 1996  ACM
44   Multi-Objective Genetic Algorithms: Problem Difficulties and.. - Deb
36   Multiobjective Optimization Using Evolutionary Algorithms - .. - Zitzler, Thiele - 1998  ACM   DBLP
33   Selective Breeding in a Multiobjective Genetic Algorithm (context) - Parks, Miller - 1998  ACM   DBLP
31   Multicriterion Decision Making (context) - Horn - 1997
28   a Multi-Objective Evolutionary Algorithm and Its Convergence.. - Rudolph
24   Multiple Objective Decision Making - Methods and Application.. (context) - Hwang, Masud - 1979
21   Treating Constraints as Objectives for Single-Objective Evol.. - Coello - 2000
19   A Survey of Parallel Genetic Algorithms - u-Paz - 1997
19   Multiobjective Evolutionary Algorithms: Classifications - Van Veldhuizen - 1999
16   Evolutionary Search for Minimal Elements in Partially Ordere.. - Rudolph  ACM   DBLP
15   A Multiple Criteria Genetic Algorithm for Containership Load.. (context) - Todd, Sen - 1997
9   Electromagnetic System Design Using Genetic Algorithms (context) - Michielssen, Weile - 1995
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2   Towards Finding Global Representations of the Efficient Set .. (context) - Benson, Sayin - 1997
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