Concepedia

Multiobjective Optimization

Multiobjective Optimization is a formal decision-making framework in which a single optimization problem involves multiple conflicting objectives that must be simultaneously minimized or maximized, distinguished from single-objective optimization by the necessity of achieving a compromise among incommensurable criteria.

15.8K

Publications

981.3K

Citations

27.7K

Authors

4.7K

Institutions

Publications per year

2017–2026

6.7K

Parents

Children

Publications

15.8K

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

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MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition

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

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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

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Muiltiobjective Optimization Using Nondominated Sorting in Genetic Algorithms

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

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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

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1–5 of 15.8K

Authors

27.7K

  1. YJ
    Yaochu Jin

    University of Surrey, United Kingdom

    138 publications · 24.3K citations

    69

    h-index

  2. KD
    Kalyanmoy Deb

    Michigan State University, United States

    155 publications · 90.7K citations

    64

    h-index

  3. KC
    Kay Chen Tan

    National University of Singapore, Singapore

    120 publications · 13.2K citations

    62

    h-index

  4. CA
    Carlos A. Coello Coello

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

    171 publications · 24.9K citations

    62

    h-index

  5. QZ
    Qingfu Zhang

    City University of Hong Kong, Hong Kong SAR China

    115 publications · 29.1K citations

    60

    h-index

1–5 of 27.7K

Institutions

4.7K

  1. City University of Hong Kong

    Hong Kong, Hong Kong

    73 h-index

    298 publications

    29K citations

  2. National University of Singapore

    Singapore, Singapore

    68 h-index

    451 publications

    33.8K citations

  3. Xidian University

    Xi'an, China

    62 h-index

    671 publications

    41.8K citations

  4. Huazhong University of Science and Technology

    Wuhan, China

    61 h-index

    569 publications

    31.2K citations

  5. Southern University of Science and Technology

    Shenzhen, China

    60 h-index

    269 publications

    21.7K citations

  6. Tsinghua University

    Beijing, China

    58 h-index

    252 publications

    20.3K citations

  7. Nanyang Technological University

    Singapore, Singapore

    58 h-index

    248 publications

    27.5K citations

  8. University of Surrey

    Guildford, United Kingdom

    57 h-index

    139 publications

    24.9K citations

1–8 of 4.7K

Venues

  1. IEEE Transactions on Evolutionary Computation

    421 publications · 155K citations

    149

    h-index

  2. European Journal of Operational Research

    376 publications · 30.3K citations

    88

    h-index

  3. IEEE Transactions on Cybernetics

    198 publications · 22.8K citations

    85

    h-index

  4. Applied Soft Computing

    416 publications · 22.1K citations

    75

    h-index

  5. Expert Systems with Applications

    282 publications · 18.2K citations

    73

    h-index

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