Concepedia

Multiobjective Evolutionary Algorithms

Multiobjective Evolutionary Algorithms is a computational optimization methodology that extends evolutionary algorithms by simultaneously addressing multiple conflicting objectives through population-based search and Pareto optimality principles.

4.9K

Publications

380.9K

Citations

9.4K

Authors

2.4K

Institutions

Publications per year

2017–2026

1.9K

Variants

Moeas

Parents

Publications

4.9K

MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition

Qingfu Zhang, Hui Li · IEEE Transactions on Evolutionary Computation · 2007 · 9.6K citations

, , +16

Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach

Eckart Zitzler, Lothar Thiele · IEEE Transactions on Evolutionary Computation · 1999 · 8.6K citations

, , +16

Muiltiobjective Optimization Using Nondominated Sorting in Genetic Algorithms

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

, , +13

An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints

Kalyanmoy Deb, Himanshu Jain · IEEE Transactions on Evolutionary Computation · 2013 · 6.8K citations

, , +15

Comparison of Multiobjective Evolutionary Algorithms: Empirical Results

Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele · Evolutionary Computation · 2000 · 5.6K citations

, , +14

1–5 of 4.9K

Authors

9.4K

  1. YJ
    Yaochu Jin

    University of Surrey, United Kingdom

    94 publications · 19.6K citations

    58

    h-index

  2. QZ
    Qingfu Zhang

    City University of Hong Kong, Hong Kong SAR China

    83 publications · 24.3K citations

    52

    h-index

  3. KD
    Kalyanmoy Deb

    Michigan State University, United States

    98 publications · 35.1K citations

    52

    h-index

  4. CA
    Carlos A. Coello Coello

    Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Mexico

    111 publications · 16.8K citations

    50

    h-index

  5. KC
    Kay Chen Tan

    National University of Singapore, Singapore

    81 publications · 9.9K citations

    48

    h-index

1–5 of 9.4K

Institutions

2.4K

  1. City University of Hong Kong

    Hong Kong, Hong Kong

    59 h-index

    210 publications

    19.3K citations

  2. Xidian University

    Xi'an, China

    52 h-index

    421 publications

    32K citations

  3. Southern University of Science and Technology

    Shenzhen, China

    50 h-index

    165 publications

    15.5K citations

  4. Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional

    Mexico City, Mexico

    45 h-index

    187 publications

    23.3K citations

  5. University of Surrey

    Guildford, United Kingdom

    44 h-index

    90 publications

    19.8K citations

  6. University of Essex

    Colchester, United Kingdom

    41 h-index

    95 publications

    37.2K citations

  7. Nanyang Technological University

    Singapore, Singapore

    40 h-index

    118 publications

    23.6K citations

  8. Anhui University

    Hefei, China

    40 h-index

    192 publications

    30.1K citations

1–8 of 2.4K

Venues

  1. IEEE Transactions on Evolutionary Computation

    344 publications · 101.8K citations

    136

    h-index

  2. IEEE Transactions on Cybernetics

    151 publications · 18.1K citations

    77

    h-index

  3. Applied Soft Computing

    165 publications · 7.5K citations

    49

    h-index

  4. Information Sciences

    127 publications · 6.8K citations

    44

    h-index

  5. Expert Systems with Applications

    83 publications · 5.3K citations

    39

    h-index

1–5