Concepedia

Multiobjective Genetic Algorithms

Multiobjective Genetic Algorithms is a computational optimization framework within evolutionary computation that extends genetic algorithms to simultaneously optimize multiple conflicting objectives by maintaining a population of solutions and using mechanisms such as nondominated sorting and diversity preservation to converge toward a Pareto-optimal front.

1.7K

Publications

157.1K

Citations

4.4K

Authors

1.4K

Institutions

Publications per year

2017–2026

437

Variants

MogaMulti-objective Genetic Algorithms

Parents

Publications

1.7K

A fast and elitist multiobjective genetic algorithm: NSGA-II

Kalyanmoy Deb, Amrit Pratap, Sakshi Agarwal et al. · IEEE Transactions on Evolutionary Computation · 2002 · 47.8K citations

, , +10

Muiltiobjective Optimization Using Nondominated Sorting in Genetic Algorithms

N. Srinivas, Kalyanmoy Deb · Evolutionary Computation · 1994 · 6.9K citations

, , +13

Multi-objective optimization using genetic algorithms: A tutorial

Abdullah Konak, David W. Coit, Alice E. Smith · Reliability Engineering & System Safety · 2006 · 3.4K citations

, , +11

A niched Pareto genetic algorithm for multiobjective optimization

Jeffrey Horn, N. Nafpliotis, David E. Goldberg · 2002 · 2.4K citations

, , +16

GENETIC ALGORITHMS FOR MULTI-OBJECTIVE OPTIMIZATION: FORMULATION, DISCUSSION, AND GENERALIZATION

Carlos M. Fonseca, P.J. Fleming · 1993 · 1.8K citations

, , +11

1–5 of 1.7K

Authors

4.4K

  1. NC
    Nirupam Chakraborti

    Indian Institute of Technology Kharagpur, India

    27 publications · 1K citations

    18

    h-index

  2. HI
    Hisao Ishibuchi

    Osaka Prefecture University, Japan

    19 publications · 3.4K citations

    15

    h-index

  3. MG
    Mitsuo Gen

    Ashikaga University, Japan

    16 publications · 1.4K citations

    15

    h-index

  4. PF
    P.J. Fleming

    University of Sheffield, United Kingdom

    17 publications · 2.9K citations

    14

    h-index

  5. SK
    Santosh K. Gupta

    Indian Institute of Technology Kanpur, India

    14 publications · 698 citations

    13

    h-index

1–5 of 4.4K

Institutions

1.4K

  1. Indian Institute of Technology Kharagpur

    Kharagpur, India

    24 h-index

    79 publications

    3.4K citations

  2. University of Sheffield

    Sheffield, United Kingdom

    24 h-index

    81 publications

    4.4K citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    21 h-index

    59 publications

    11K citations

  4. Indian Institute of Technology Kanpur

    Kanpur, India

    18 h-index

    38 publications

    208K citations

  5. National University of Singapore

    Singapore, Singapore

    18 h-index

    50 publications

    2.9K citations

  6. Indian Statistical Institute

    Kolkata, India

    17 h-index

    24 publications

    2.5K citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    17 h-index

    62 publications

    2.2K citations

  8. Huazhong University of Science and Technology

    Wuhan, China

    17 h-index

    52 publications

    3.6K citations

1–8 of 1.4K

Venues

  1. Expert Systems with Applications

    33 publications · 2.9K citations

    26

    h-index

  2. 24

    h-index

  3. Applied Soft Computing

    25 publications · 1.3K citations

    20

    h-index

  4. Information Sciences

    15 publications · 1.5K citations

    15

    h-index

  5. Reliability Engineering & System Safety

    16 publications · 4.5K citations

    15

    h-index

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