Concepedia

Parallel Genetic Algorithms

Parallel Genetic Algorithms is a class of genetic algorithms that extends the basic genetic algorithm framework by executing multiple subpopulations or evolutionary operations concurrently across parallel processing units, thereby enhancing search efficiency and solution diversity through inter-population migration and distributed computation.

751

Publications

37K

Citations

1.8K

Authors

724

Institutions

Publications per year

2017–2026

105

Variants

Parallel Genetic AlgorithmPga

Parents

Publications

751

Genetic algorithms with sharing for multimodal function optimization

David E. Goldberg, Jon T. Richardson · international conference on Genetic algorithms · 1987 · 1.9K citations

, , +16

A Survey of Parallel Genetic Algorithms

Erick Cantú‐Paz · 2000 · 903 citations

, , +15

The parallel genetic algorithm as function optimizer

Heinz Mühlenbein, M. Schomisch, Jan Born · Parallel Computing · 1991 · 716 citations

, , +13

Sizing Populations for Serial and Parallel Genetic Algorithms

David E. Goldberg · international conference on Genetic algorithms · 1989 · 474 citations

, , +8

A Species Conserving Genetic Algorithm for Multimodal Function Optimization

Jianping Li, Márton Balázs, Geoffrey T. Parks et al. · Evolutionary Computation · 2002 · 458 citations

, , +16

1–5 of 751

Authors

1.8K

  1. EA
    Enrique Alba

    Universidad de Málaga, Spain

    16 publications · 1.1K citations

    13

    h-index

  2. DE
    David E. Goldberg

    University of Illinois Urbana-Champaign, United States

    8 publications · 3.2K citations

    8

    h-index

  3. EC
    Erick Cantú‐Paz

    Lawrence Livermore National Laboratory, United States

    7 publications · 1.5K citations

    7

    h-index

  4. MM
    Mitsunori Miki

    Doshisha University, Japan

    7 publications · 238 citations

    7

    h-index

  5. TH
    Tomoyuki Hiroyasu

    Doshisha University, Japan

    7 publications · 238 citations

    7

    h-index

1–5 of 1.8K

Institutions

724

  1. Universidad de Málaga

    Málaga, Spain

    13 h-index

    35 publications

    1.9K citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    12 h-index

    27 publications

    3.3K citations

  3. Dalian University of Technology

    Dalian, China

    8 h-index

    20 publications

    544 citations

  4. Universidad de Extremadura

    Badajoz, Spain

    8 h-index

    18 publications

    387 citations

  5. University of Calabria

    Rende, Italy

    7 h-index

    21 publications

    912 citations

  6. University College London

    London, United Kingdom

    7 h-index

    8 publications

    157 citations

  7. University of Birmingham

    Birmingham, United Kingdom

    7 h-index

    12 publications

    1.1K citations

  8. Stanford University

    Stanford, United States

    7 h-index

    10 publications

    436 citations

1–8 of 724

Venues

  1. international conference on Genetic algorithms

    Conference · 14 publications · 3.8K citations

    12

    h-index

  2. Parallel Computing

    11 publications · 1.4K citations

    11

    h-index

  3. Journal of Parallel and Distributed Computing

    10 publications · 549 citations

    10

    h-index

  4. Computers & Industrial Engineering

    10 publications · 456 citations

    10

    h-index

  5. 8

    h-index

1–5