Kalyanmoy Deb, Amrit Pratap, Sameer Agarwal, T. Meyarivan  Home/Search
Context Related
| ucsd.edu/%7Esagarwal/nsga2j.pdf Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: ucsd.edu/~sagarwal (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: Multi-objective evolutionary algorithms which use non-dominated sorting and sharing have been mainly criticized for their (i) O(MN s) computational complexity (where M is the number of objectives and N 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 the above three... (Update)
Cited by: More
Multi-Objective Evolutionary Optimization Of Agent-Based - Models An Application (Correct)
Information Preserving Multi-Objective Feature Selection for.. - Mierswa, Wurst (2006) (Correct)
Dynamic Power Minimization During Combinational Circuit.. - Artem Sokolov Alodeep (Correct)
Similar documents (at the sentence level):
64.4%: A Fast and Elitist Multi-Objective Genetic Algorithm.. - Deb, Pratap, Agarwal.. (2000) (Correct)
12.1%: A Fast Elitist Non-Dominated Sorting Genetic.. - Deb, Agarwal.. (2000) (Correct)
Active bibliography (related documents): More All
0.3: Constrained Test Problems for Multi-Objective.. - Deb, Pratap, Meyarivan (2000) (Correct)
0.2: Evolutionary Algorithms for Multi-Criterion Optimization in.. - Deb (1999) (Correct)
0.2: Multicriteria Optimization with Export Rules for Mechanical Design - Coelho (2004) (Correct)
Similar documents based on text: More All
1.5: Mechanical Component Design for Multiple Objectives Using.. - Deb, Pratap, Moitra (2000) (Correct)
1.4: Controlled Elitist Non-dominated Sorting Genetic Algorithms for.. - Deb, Goel (2000) (Correct)
1.1: Multiobjective Optimization Using Nondominated Sorting in.. - Srinivas, Deb (1994) (Correct)
Related documents from co-citation: More All
15: Comparison of multiobjective evolutionary algorithms: Empirical results - Zitzler, Deb et al. - 1999
14: Multi-objective optimization using evolutionary algorithms (context) - Deb - 2001
12: Genetic algorithms for multi-objective optimization: Formulation - Fonseca, Fleming - 1993
BibTeX entry: (Update)
Deb, K., Pratap, A., Agrawal, S. and Meyarivan, T. (2000). A fast and elitist multiobjective genetic algorithm: NSGA-II. Technical Report No. 2000001. Kanpur: Indian Institute of Technology Kanpur, India. http://citeseer.ist.psu.edu/article/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/article/deb00fast.html" }
Citations (may not include all citations):162 Genetic algorithms for multi-objective optimization: Formula.. - Fonseca, Fleming - 1993
148 An investigation of niche and species formation in genetic f.. (context) - Deb, Goldberg - 1989
142 Multiple objective optimization with vector evaluated geneti.. (context) - Schaffer - 1987
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. - 2000
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
42 Messy genetic algorithms: Motivation, analysis, and first re.. (context) - Goldberg, Korb et al. - 1989
39 Simulated binary crossover for continuous search space - Deb, Agrawal - 1995
38 A variant of evolution strategies for vector optimization - Kursawe - 1990
36 Multiobjective optimization using evolutionary algorithms--A.. - Zitzler, Thiele - 1998
36 the performance assessment and comparison of stochastic mult.. (context) - Fonseca, Fleming - 1996
33 Multi-Objective function optimization using non-dominated so.. (context) - Srinivas, Deb - 1995
28 Learning gene linkage to efficiently solve problems of bound.. - Harik
18 An efficient constraint handling method for genetic algorith.. - Deb
16 Multiobjective evolutionary algorithms: Classifications, ana.. - Van Veldhuizen - 1999
12 Hybrid GA for multi-objective aerodynamic shape optimization (context) - Poloni - 1997
10 Multiobjective evolutionary algorithm research: A history an.. - Van Veldhuizen, Lamont
8 Understanding interactions among genetic algorithm parameter.. - Deb, Agrawal - 1998
6 Multiobjective design optimization by an evolutionary algori.. (context) - Ray, Chye
4 Evolutionary search under partially ordered sets (context) - Rudolph
1 CA-based decision support system for multi-criteria optimiza.. (context) - Tanaka - 1995
The graph only includes citing articles where the year of publication is known.
Documents on the same site (http://rick.ucsd.edu/~sagarwal): More
Understanding Interactions Among Genetic Algorithm Parameters - Deb, Agrawal (1998) (Correct)
Structured Principal Component Analysis - Branson, Agarwal (Correct)
Segmentation by Example - Agarwal, Belongie (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC