Concepedia

Multiobjective Optimization Formulation

Multiobjective Optimization Formulation is a formal mathematical framework that specifies multiple competing objective functions and associated constraints, distinguished from single-objective formulations by its explicit representation of trade-offs among objectives in decision-making processes.

3.1K

Publications

160.6K

Citations

7.8K

Authors

2.3K

Institutions

Publications per year

2017–2026

1.2K

Variants

Multi-objective Optimization Formulation

Parents

Publications

3.1K

Survey of multi-objective optimization methods for engineering

R. Timothy Marler, Jasbir S. Arora · Structural and Multidisciplinary Optimization · 2004 · 4.6K citations

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Multi-objective optimization using genetic algorithms: A tutorial

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

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

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

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Effective implementation of the ε-constraint method in Multi-Objective Mathematical Programming problems

George Mavrotas · Applied Mathematics and Computation · 2009 · 1.8K citations · Full text

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The weighted sum method for multi-objective optimization: new insights

R. Timothy Marler, Jasbir S. Arora · Structural and Multidisciplinary Optimization · 2009 · 1.7K citations

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1–5 of 3.1K

Authors

7.8K

  1. KM
    Kaisa Miettinen

    University of Jyväskylä, Finland

    29 publications · 1.5K citations

    21

    h-index

  2. GP
    Gade Pandu Rangaiah

    National University of Singapore, Singapore

    14 publications · 673 citations

    14

    h-index

  3. SY
    Shengxiang Yang

    De Montfort University, United Kingdom

    13 publications · 473 citations

    14

    h-index

  4. KD
    Kalyanmoy Deb

    Michigan State University, United States

    15 publications · 837 citations

    14

    h-index

  5. ML
    Mariano Luque

    Universidad de Málaga, Spain

    13 publications · 540 citations

    13

    h-index

1–5 of 7.8K

Institutions

2.3K

  1. National University of Singapore

    Singapore, Singapore

    30 h-index

    106 publications

    7K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    26 h-index

    103 publications

    5K citations

  3. Huazhong University of Science and Technology

    Wuhan, China

    22 h-index

    82 publications

    4.3K citations

  4. University of Jyväskylä

    Jyväskylä, Finland

    21 h-index

    55 publications

    3.3K citations

  5. University of Manchester

    Manchester, United Kingdom

    21 h-index

    44 publications

    4.1K citations

  6. Purdue University West Lafayette

    West Lafayette, United States

    20 h-index

    52 publications

    2.4K citations

  7. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    20 h-index

    32 publications

    1.3K citations

  8. Universidad de Málaga

    Málaga, Spain

    20 h-index

    70 publications

    2.7K citations

1–8 of 2.3K

Venues

  1. European Journal of Operational Research

    98 publications · 6.7K citations

    42

    h-index

  2. Information Sciences

    60 publications · 3.4K citations

    32

    h-index

  3. Journal of Optimization Theory and Applications

    52 publications · 2.3K citations

    30

    h-index

  4. Applied Soft Computing

    53 publications · 2.7K citations

    28

    h-index

  5. Industrial & Engineering Chemistry Research

    59 publications · 2.5K citations

    27

    h-index

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