Alternate document:   Details   A Fast Elitist Multi-Objective Genetic Algorithm: NSGA-II (00) Kalyanmoy Deb, Amrit Pratap, Sameer Agarwal, T. Meyarivan

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A Fast Elitist Non-Dominated Sorting Genetic Algorithm for Multi-Objective Optimization: NSGA-II (2000)  (Make Corrections)  (59 citations)
Kalyanmoy Deb, Samir Agrawal, Amrit Pratap, T Meyarivan
Proceedings of the Parallel Problem Solving from Nature VI Conference



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Abstract: Multi-objective evolutionary algorithms which use non-dominated sorting and sharing have been mainly criticized for their (i) -4 computational complexity (where  is the number of objectives and is the population size), (ii) non-elitism approach, and (iii) the need for specifying a sharing parameter. In this paper, we suggest a non-dominated sorting based multi-objective evolutionary algorithm (we called it the Non-dominated Sorting GA-II or NSGA-II) which alleviates all... (Update)

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BibTeX entry:   (Update)

Kalyanmoy Deb, Samir Agrawal, Amrit Pratab, and T. Meyarivan. A Fast Elitist Non-Dominated Sorting Genetic Algorithm for Multi-Objective Optimization: NSGA-II. KanGAL report 200001, Indian Institute of Technology, Kanpur, India, 2000. http://citeseer.ist.psu.edu/deb00fast.html   More

@inproceedings{ deb00fast,
    author = "Kalyanmoy Deb and Samir Agrawal and Amrit Pratab and T. Meyarivan",
    title = "A {F}ast {E}litist {N}on-{D}ominated {S}orting {G}enetic {A}lgorithm for {M}ulti-{O}bjective {O}ptimization: {NSGA-{II}}",
    booktitle = "Proceedings of the Parallel Problem Solving from Nature {VI} Conference",
    publisher = "Springer. Lecture Notes in Computer Science No. 1917",
    address = "Paris, France",
    editor = "Marc Schoenauer and Kalyanmoy Deb and G{\"u}nter Rudolph and Xin Yao and Evelyne Lutton and J. J. Merelo and Hans-Paul Schwefel",
    pages = "849--858",
    year = "2000",
    url = "citeseer.ist.psu.edu/deb00fast.html" }
Citations (may not include all citations):
162   Genetic algorithms for multi-objective optimization: Formula.. - Fonseca, Fleming - 1993
127   A niched Pareto genetic algorithm for multi-objective optimi.. - Horn, Nafploitis et al. - 1994
104   Evolutionary algorithms for multiobjective optimization: Met.. - Zitzler - 1999
99   Comparison of multiobjective evolutionary algorithms: Empiri.. - Zitzler, Deb et al.  DBLP
67   Multiobjective optimization and multiple constraint handling.. - Fonseca, Fleming - 1998
49   The Pareto archived evolution strategy: A new baseline algor.. - Knowles, Corne - 1999
44   Multi-objective genetic algorithms: Problem difficulties and.. - Deb - 1999
39   Simulated binary crossover for continuous search space - Deb, Agrawal - 1995
36   Multiobjective optimization using evolutionary algorithms---.. - Zitzler, Thiele - 1998
33   Multi-Objective function optimization using non-dominated so.. (context) - Srinivas, Deb - 1995
17   Genetic algorithm design of Pareto-optimal broad band microw.. (context) - Weile, Michielssen et al. - 1996
14   Multiobjective dynamic optimization of an industrial Nylon 6.. (context) - Mitra, Deb et al. - 1998
4   Evolutionary search under partially ordered sets (context) - Rudolph - 1999



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