Concepedia

Single-objective Optimization

Single-Objective Optimization is a type of mathematical optimization problem in which the objective is to find the optimal solution that minimizes or maximizes a single, explicitly defined objective function, distinguishing it from multi-objective optimization by the absence of trade-offs among competing objectives.

1.4K

Publications

73K

Citations

3.9K

Authors

1.3K

Institutions

Publications per year

2017–2026

662

Parents

Publications

1.4K

Dragonfly algorithm: a new meta-heuristic optimization technique for solving single-objective, discrete, and multi-objective problems

Seyedali Mirjalili · Neural Computing and Applications · 2015 · 2.7K citations

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Multi-objective Genetic Algorithms: Problem Difficulties and Construction of Test Problems

Kalyanmoy Deb · Evolutionary Computation · 1999 · 1.4K citations · Full text

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Multi-Objective Particle Swarm Optimizers: A Survey of the State-of-the-Art

Carlos A. Coello Coello, Margarita Reyes-Sierra · International Journal of Computational Intelligence Research · 2006 · 1.4K citations

, , +11

Covariance Matrix Adaptation for Multi-objective Optimization

Christian Igel, Nikolaus Hansen, Stefan Roth · Evolutionary Computation · 2007 · 791 citations

, , +16

Expensive Multiobjective Optimization by MOEA/D With Gaussian Process Model

Qingfu Zhang, Wudong Liu, Edward Tsang et al. · IEEE Transactions on Evolutionary Computation · 2009 · 735 citations

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1–5 of 1.4K

Authors

3.9K

  1. KD
    Kalyanmoy Deb

    Michigan State University, United States

    25 publications · 3.3K citations

    19

    h-index

  2. QZ
    Qingfu Zhang

    City University of Hong Kong, Hong Kong SAR China

    14 publications · 2.1K citations

    14

    h-index

  3. CA
    Carlos A. Coello Coello

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

    11 publications · 2.1K citations

    11

    h-index

  4. YJ
    Yaochu Jin

    University of Surrey, United Kingdom

    11 publications · 1.4K citations

    11

    h-index

  5. XY
    Xin Yao

    University of Birmingham, United Kingdom

    10 publications · 2K citations

    10

    h-index

1–5 of 3.9K

Institutions

1.3K

  1. City University of Hong Kong

    Hong Kong, Hong Kong

    19 h-index

    42 publications

    2K citations

  2. South China University of Technology

    Guangzhou, China

    16 h-index

    43 publications

    1.9K citations

  3. UNSW Sydney

    Sydney, Australia

    15 h-index

    36 publications

    1.4K citations

  4. Xidian University

    Xi'an, China

    15 h-index

    51 publications

    6.5K citations

  5. National University of Singapore

    Singapore, Singapore

    14 h-index

    45 publications

    1.8K citations

  6. Chinese Academy of Sciences

    Beijing, China

    14 h-index

    51 publications

    1.5K citations

  7. Southern University of Science and Technology

    Shenzhen, China

    14 h-index

    37 publications

    4.2K citations

  8. Nanyang Technological University

    Singapore, Singapore

    14 h-index

    31 publications

    3.1K citations

1–8 of 1.3K

Venues

  1. IEEE Access

    48 publications · 2.4K citations

    29

    h-index

  2. IEEE Transactions on Evolutionary Computation

    30 publications · 4.6K citations

    27

    h-index

  3. IEEE Transactions on Cybernetics

    25 publications · 2.4K citations

    23

    h-index

  4. Energies

    19 publications · 735 citations

    17

    h-index

  5. Engineering Optimization

    19 publications · 1K citations

    14

    h-index

1–5