Concepedia

Parallel Evolutionary Computation

Parallel Evolutionary Computation is an evolutionary optimization paradigm that belongs to the class of population-based metaheuristic algorithms, distinguished by the concurrent execution of evolutionary operations across multiple processing units or subpopulations to enhance search efficiency and solution quality.

627

Publications

30.3K

Citations

1.4K

Authors

616

Institutions

Publications per year

2017–2026

104

Parents

Publications

627

Reducing the Time Complexity of the Derandomized Evolution Strategy with Covariance Matrix Adaptation (CMA-ES)

Nikolaus Hansen, Sibylle D. Müller, Petros Koumoutsakos · Evolutionary Computation · 2003 · 2.6K citations

, , +16

A Survey of Parallel Genetic Algorithms

Erick Cantú‐Paz · 2000 · 903 citations

, , +15

Parallelism and evolutionary algorithms

Enrique Alba, Marco Tomassini · IEEE Transactions on Evolutionary Computation · 2002 · 810 citations

, , +14

Minimizing the real functions of the ICEC'96 contest by differential evolution

Rainer Storn, Kenneth V. Price · 2002 · 782 citations

, , +14

A framework for evolutionary optimization with approximate fitness functions

Yaochu Jin, Markus Olhofer, Bernhard Sendhoff · IEEE Transactions on Evolutionary Computation · 2002 · 660 citations

, , +13

1–5 of 627

Authors

1.4K

  1. EA
    Enrique Alba

    Universidad de Málaga, Spain

    10 publications · 1.3K citations

    10

    h-index

  2. CA
    Carlos A. Coello Coello

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

    8 publications · 396 citations

    8

    h-index

  3. DS
    Dirk Sudholt

    University of Sheffield, United Kingdom

    8 publications · 321 citations

    8

    h-index

  4. TH
    Tomoyuki Hiroyasu

    Doshisha University, Japan

    7 publications · 174 citations

    7

    h-index

  5. MM
    Mitsunori Miki

    Doshisha University, Japan

    7 publications · 174 citations

    7

    h-index

1–5 of 1.4K

Institutions

616

  1. University of Illinois Urbana-Champaign

    Urbana, United States

    12 h-index

    23 publications

    3.4K citations

  2. Universidad de Málaga

    Málaga, Spain

    12 h-index

    25 publications

    1.8K citations

  3. TU Dortmund University

    Dortmund, Germany

    9 h-index

    13 publications

    299 citations

  4. Universidad de Granada

    Granada, Spain

    9 h-index

    25 publications

    962 citations

  5. University of Sheffield

    Sheffield, United Kingdom

    9 h-index

    11 publications

    432 citations

  6. Universidad de Extremadura

    Badajoz, Spain

    8 h-index

    18 publications

    385 citations

  7. University of Birmingham

    Birmingham, United Kingdom

    8 h-index

    9 publications

    654 citations

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

    Mexico City, Mexico

    7 h-index

    17 publications

    743 citations

1–8 of 616

Venues

  1. Applied Soft Computing

    11 publications · 370 citations

    11

    h-index

  2. IEEE Transactions on Evolutionary Computation

    11 publications · 2.2K citations

    11

    h-index

  3. international conference on Genetic algorithms

    Conference · 10 publications · 1.2K citations

    10

    h-index

  4. Parallel Computing

    10 publications · 701 citations

    10

    h-index

  5. Journal of Parallel and Distributed Computing

    9 publications · 424 citations

    9

    h-index

1–5