| 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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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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