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A Comprehensive Survey of Evolutionary-Based Multiobjective Optimization Techniques (1998)  (Make Corrections)  (91 citations)
Carlos A. Coello Coello
Knowledge and Information Systems



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Abstract: . This paper presents a critical review of the most important evolutionary-based multiobjective optimization techniques developed over the years, emphasizing the importance of analyzing their Operations Research roots as a way to motivate the development of new approaches that exploit the search capabilities of evolutionary algorithms. Each technique is briefly described mentioning its advantages and disadvantages, their degree of applicability and some of their known applications. Finally, the ... (Update)

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BibTeX entry:   (Update)

Coello, C. A. C. (1998). A comprehensive survey of evolutionary based multiobjective optimization techniques. Unpublished document. http://citeseer.ist.psu.edu/coello98comprehensive.html   More

@article{ coello99comprehensive,
    author = "Carlos A. Coello Coello",
    title = "A Comprehensive Survey of Evolutionary-Based Multiobjective Optimization Techniques",
    journal = "Knowledge and Information Systems",
    volume = "1",
    number = "3",
    pages = "129-156",
    year = "1999",
    url = "citeseer.ist.psu.edu/coello98comprehensive.html" }
Citations (may not include all citations):
1051   Optimization and Machine Learning (context) - Goldberg, in - 1989
548   Genetic Algorithms + Data Structures = Evolution Programs (context) - Michalewicz - 1992
353   An Introduction to Genetic Algorithms (context) - Mitchell - 1996  ACM   DBLP
221   Numerical Optimization of Computer Models (context) - Schwefel - 1981
209   Genetic algorithm with sharing for multimodal function optim.. (context) - Goldberg, Richardson - 1987
191   An overview of evolutionary algorithms in multiobjective opt.. - Fonseca, Fleming - 1995  DBLP
191   An overview of evolutionary algorithms in multiobjective opt.. - Fonseca, Fleming - 1994  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
133   Multiobjective Optimization Using Nondominated Sorting in Ge.. - Srinivas, Deb - 1994  DBLP
133   Multiobjective optimization using nondominated sorting in ge.. - Srinivas, Deb - 1993  DBLP
104   An Evolutionary Algorithm for Multiobjective Optimization: T.. - Zitzler, Thiele - 1998
104   Some guidelines for genetic algorithms with penalty function.. (context) - Richardson, Palmer et al. - 1989
95   The bargaining problem (context) - Nash - 1950
76   Multiobjective Optimization using the Niched Pareto Genetic .. - Horn, Nafpliotis - 1993
67   Multiobjective Optimization and Multiple Constraint Handling.. - Fonseca, Fleming - 1995
67   Multiobjective Optimization and Multiple Constraint Handling.. - Fonseca, Fleming - 1995
60   Nonlinear programming (context) - Kuhn, Tucker - 1951
54   the Programming of Computers by Means of Natural Selection (context) - Koza, On - 1992
46   Genetic search strategies in multicriterion optimal design (context) - Hajela, Lin - 1992
44   Multi-Objective Genetic Algorithms: Problem Difficulties and.. - Deb - 1998  DBLP
43   Cours D'Economie Politique (context) - Pareto
38   Simulation of genetic populations with biochemical propertie.. (context) - Rosenberg - 1967
38   A variant of evolution strategies for vector optimization - Kursawe - 1991  ACM   DBLP
37   Multi-Objective Genetic Local Search Algorithm (context) - Ishibuchi, Murata - 1996  DBLP
36   Crowding and preselection revisited - Mahfoud - 1992  DBLP
36   Compaction of symbolic layout using genetic algorithms (context) - Fourman - 1985  ACM   DBLP
29   A MultiObjective Approach to Constrained Optimisation of Gas.. - Surry, Radcliffe et al. - 1995
29   GENESIS: A system for using genetic search procedures (context) - Grefenstette - 1984
28   a Multi-Objective Evolutionary Algorithm and Its Convergence.. - Rudolph - 1998
28   Genetic Algorithms and Engineering Design (context) - Gen, Cheng - 1997
26   The Application of Genetic Algorithms to Resource Scheduling (context) - Syswerda, Palmucci - 1991
20   An Introductory Analysis with Applications to Biology (context) - Holland, Natural et al. - 1992
18   Management Models and Industrial Applications of Linear Prog.. (context) - Charnes, Cooper - 1961
18   The development of a directed genetic search technique for h.. (context) - Parmee, Purchase - 1994
17   Multi-Objective Optimization by Genetic Algorithms : A Revie.. (context) - Tamaki, Kita et al. - 1996
16   Multiobjective Evolutionary Algorithm Research: A History an.. (context) - Van Veldhuizen, Lamont - 1998
16   A model of multiattribute decisionmaking and tradeoff weight.. (context) - White, Sage et al. - 1984
16   Goal Programming and Extensions (context) - Ignizio - 1976
15   A Multiple Criteria Genetic Algorithm for Containership Load.. (context) - Todd, Sen - 1997  DBLP
15   A new method to solve generalized multicriteria optimization.. (context) - Osyczka, Kundu - 1995
14   A NonGenerational Genetic Algorithm for Multiobjective Optim.. - Valenzuela-Rend'on, Uresti-Charre - 1997
14   Multicriterion Optimization in Engineering with FORTRAN prog.. (context) - Osyczka - 1984
11   Optimal Pairwise Geometric Histograms (context) - Aherne, Thacker et al. - 1997  DBLP
11   Finding Acceptable Solutions in the Pareto-Optimal Range usi.. (context) - Bentley, Wakefield - 1997
11   Genetic algorithms application to set covering and travellin.. (context) - Liepins, Hilliard et al. - 1990
11   An Empirical Study of Evolutionary Techniques for Multiobjec.. (context) - Coello - 1996  ACM
11   Application of genetic algorithms to task planning and learn.. (context) - Jakob, Gorges-Schleuter et al. - 1992  DBLP
10   Multicriteria optimization for engineering design (context) - Osyczka - 1985
10   Low implementation cost IIR digital filter design using gene.. (context) - Wilson, Macleod - 1993
10   A comparison of selection schemes used in genetic algorithms (context) - Goldberg, Deb - 1991
10   Using genetic algorithms to solve a multiple objective groun.. (context) - Ritzel, Eheart et al. - 1994
10   A Parallel Genetic Algorithm for Multiobjective Microprocess.. - Stanley, Mudge - 1995
10   A Multi-Sexual Genetic Algorithm for Multiobjective Optimiza.. - Lis, Eiben - 1996
10   Using a new GA-based multiobjective optimization technique f.. (context) - Coello, Christiansen et al. - 1998  ACM
9   Electromagnetic System Design using Genetic Algorithms (context) - Michielssen, Weile - 1995
9   Nonlinear System Identification with Multiobjective Genetic .. (context) - Fonseca, Fleming - 1996
8   Game theory approach for multiobjective structural optimizat.. (context) - Rao - 1986
8   Two new GA-based methods for multiobjective optimization (context) - Coello, Christiansen - 1998
8   Game theory approach for multiobjective structural optimizat.. (context) - Rao - 1987
8   Evolutionary Computation and Convergence to a Pareto Front - Van Veldhuizen, Lamont - 1998
8   The Neighborhood constraint method: A Genetic Algorithm-Base.. (context) - Loughlin, Ranjithan - 1997  DBLP
7   Solving bicriteria solid transportation problem with fuzzy n.. (context) - Gen, Ida et al. - 1995
7   Evolution program for bicriteria transportation problem (context) - Yang, Gen - 1994
6   Multiobjective Optimization of Laminated Ceramic Composites .. (context) - Belegundu, Murthy et al. - 1994
6   MOSES : A Multiobjective Optimization Tool for Engineering D.. (context) - Coello, Christiansen - 1998
6   Genetic algorithms with gender for multi-function optimisati.. - Allenson - 1992
6   Multi-Objective Optimization in Water Resources Systems: The.. (context) - Haimes, Hall et al. - 1975
6   Maximal vectors and multi-objective optimization (context) - Lin - 1976
5   Genetic approach to optimal topology/controller design of ad.. (context) - Liu, Begg et al. - 1998
5   Reducing the Pareto optimal set in multicriteria optimizatio.. (context) - Roseman, Gero - 1985
5   Multicriteria design optimization by goal programming (context) - Sandgren - 1994
5   Optimal design of reinforced concrete beams using genetic al.. (context) - Coello, Hern'andez et al. - 1997
5   Multiobjective Optimization in Structural Design: The Model .. (context) - Duckstein - 1984
5   Fitness Functions for Multiple Objective Optimization Proble.. (context) - Greenwood, Hu et al. - 1997  DBLP
5   Multicriteria optimization by genetic algorithms : a case of.. (context) - Tamaki, Mori et al. - 1995
4   Multicriteria target optimization of analytical procedures u.. (context) - Wienke, Lucasius et al. - 1992
4   Use of Genetic Algorithms in Multicriteria Optimization to S.. (context) - Kunha, Oliveira et al. - 1997  DBLP
4   Multiobjective VAR planning using the goalattainment method (context) - Chen, Liu - 1994
4   Minimax multiobjective optimization in structural design (context) - Tseng, Lu - 1990
4   Investment Portfolio Optimization using Genetic Algorithms (context) - Vedarajan, Chan et al. - 1997
4   Multiobjective Genetic Programming : A Nonlinear System Iden.. - Rodr'iguez-V'azquez, Fonseca et al. - 1997
3   An approach to multicriterion optimization problems for engi.. (context) - Osyczka - 1978
3   Multi-objective Optimisation and Preliminary Airframe Design - Cvetkovi'c, Parmee et al. - 1998
3   Multiobjective optimization in structural design with uncert.. (context) - Rao - 1984
3   Multidimensional Optimization with a Fuzzy Genetic Algorithm - Voget, Kolonko - 1998
2   An approach to multicriterion optimization for structural de.. (context) - Osyczka - 1981
2   Optimization of the steady state parameters for machine tool.. (context) - Osyczka - 1975
2   Incorporating fixed-cost component of pumping into stochasti.. (context) - Ranjithan, Eheart et al. - 1992
2   The determination of a subset of efficient solutions via goa.. (context) - Ignizio - 1981
2   Selected works related to multicriterion optimization method.. (context) - Osyczka, Koski - 1982
2   Management Goals and Accounting for Control (context) - Ijiri - 1965
2   Multi-Objective Genetic Algorithm Based Time and Frequency D.. (context) - Tan, Li - 1997
1   Zadanie programowania liniowego z wieloma funkcjami celu (context) - Solich - 1969
1   linear model with several objective functions (context) - Jutler, celevymi - 1967



The graph only includes citing articles where the year of publication is known.


Documents on the same site (http://www.lania.mx/~ccoello/moo.html):   More
Evolutionary Multiobjective Design of Combinational Logic.. - Coello, Aguirre, Buckles (2000)   (Correct)
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A Micro-Genetic Algorithm for Multiobjective Optimization - Coello, Pulido   (Correct)

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