Concepedia

Pareto-based Optimization

Pareto-Based Optimization is a multi-objective optimization approach that identifies solutions which are not dominated by any other solution in terms of all objectives, thereby forming a Pareto-optimal set where trade-offs between conflicting objectives are explicitly preserved.

968

Publications

52.6K

Citations

2.5K

Authors

954

Institutions

Publications per year

2017–2026

325

Parents

Publications

968

A closer look at drawbacks of minimizing weighted sums of objectives for Pareto set generation in multicriteria optimization problems

Indraneel Das, J. E. Dennis · Structural and Multidisciplinary Optimization · 1997 · 1.2K citations

, , +12

The normalized normal constraint method for generating the Pareto frontier

Achille Messac, Amir Ismail-Yahaya, Connor Mattson · Structural and Multidisciplinary Optimization · 2003 · 748 citations

, , +11

Shift-Based Density Estimation for Pareto-Based Algorithms in Many-Objective Optimization

Miqing Li, Shengxiang Yang, Xiaohui Liu · IEEE Transactions on Evolutionary Computation · 2013 · 715 citations · Full text

, , +15

An evolutionary algorithm for multiobjective optimization: the strength Pareto approach

Eckart Zitzler, Lothar Thiele · Repository for Publications and Research Data (ETH Zurich) · 1998 · 693 citations · Full text

, , +16

Adaptive weighted-sum method for bi-objective optimization: Pareto front generation

Il Yong Kim, Olivier de Weck · Structural and Multidisciplinary Optimization · 2004 · 670 citations

, , +9

1–5 of 968

Authors

2.5K

  1. AM
    Achille Messac

    Rensselaer Polytechnic Institute, United States

    14 publications · 1.4K citations

    13

    h-index

  2. JW
    Johann W. Kolar

    ETH Zurich, Switzerland

    11 publications · 977 citations

    11

    h-index

  3. KD
    Kalyanmoy Deb

    Michigan State University, United States

    10 publications · 1.2K citations

    10

    h-index

  4. CA
    Christopher A. Mattson

    Brigham Young University, United States

    9 publications · 429 citations

    9

    h-index

  5. SY
    Shengxiang Yang

    De Montfort University, United Kingdom

    8 publications · 1.3K citations

    8

    h-index

1–5 of 2.5K

Institutions

954

  1. University of Tehran

    Tehran, Iran

    14 h-index

    31 publications

    1.6K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    13 h-index

    29 publications

    910 citations

  3. National University of Singapore

    Singapore, Singapore

    12 h-index

    22 publications

    1.7K citations

  4. Tsinghua University

    Beijing, China

    12 h-index

    28 publications

    1.4K citations

  5. ETH Zurich

    Zurich, Switzerland

    12 h-index

    35 publications

    3K citations

  6. South China University of Technology

    Guangzhou, China

    12 h-index

    34 publications

    1.8K citations

  7. Xidian University

    Xi'an, China

    11 h-index

    36 publications

    1.8K citations

  8. University of Birmingham

    Birmingham, United Kingdom

    10 h-index

    18 publications

    1.2K citations

1–8 of 954

Venues

  1. IEEE Transactions on Evolutionary Computation

    22 publications · 4.1K citations

    20

    h-index

  2. Structural and Multidisciplinary Optimization

    16 publications · 3.2K citations

    15

    h-index

  3. Applied Soft Computing

    17 publications · 823 citations

    14

    h-index

  4. Engineering Optimization

    19 publications · 1.4K citations

    14

    h-index

  5. IEEE Transactions on Cybernetics

    12 publications · 840 citations

    12

    h-index

1–5