Concepedia

Representation In Evolutionary Algorithms

Representation in Evolutionary Algorithms is a foundational component in evolutionary computation that specifies the encoding scheme by which problem solutions are translated into chromosomal structures amenable to genetic operators, thereby determining the search space’s geometry and influencing algorithmic behavior.

436

Publications

24.9K

Citations

868

Authors

419

Institutions

Publications per year

2017–2026

43

Parents

Publications

436

DEAP: evolutionary algorithms made easy

Félix-Antoine Fortin, François-Michel De Rainville, Marc-André Gardner et al. · 2012 · 1.7K citations

, , +10

Evolutionary computation: comments on the history and current state

Thomas Bäck, Ulrich Hammel, Hans–Paul Schwefel · IEEE Transactions on Evolutionary Computation · 1997 · 1.5K citations

, , +13

Genetic Algorithms and Random Keys for Sequencing and Optimization

James C. Bean · INFORMS Journal on Computing · 1994 · 1.5K citations

, , +16

A study of permutation crossover operators on the traveling salesman problem

I. M. Oliver, David J. Smith, J. R. C. Holland · international conference on Genetic algorithms · 1987 · 893 citations

, , +13

Genetic Algorithms for the Travelling Salesman Problem: A Review of Representations and Operators

Pedro Larrañaga, C.M.H. Kuijpers, R.H. Murga et al. · Artificial Intelligence Review · 1999 · 820 citations

, , +12

1–5 of 436

Authors

868

  1. DA
    Daniel Ashlock

    University of Guelph, Canada

    8 publications · 189 citations

    8

    h-index

  2. FR
    Franz Rothlauf

    Johannes Gutenberg University Mainz, Germany

    5 publications · 306 citations

    5

    h-index

  3. RP
    Riccardo Poli

    University of Essex, United Kingdom

    5 publications · 260 citations

    5

    h-index

  4. BA
    Bryant A. Julstrom

    St. Cloud State University, United States

    5 publications · 448 citations

    5

    h-index

  5. DE
    David E. Goldberg

    University of Illinois Urbana-Champaign, United States

    5 publications · 289 citations

    5

    h-index

1–5 of 868

Institutions

419

  1. University of Guelph

    Guelph, Canada

    9 h-index

    14 publications

    287 citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    9 h-index

    12 publications

    624 citations

  3. University of York

    York, United Kingdom

    7 h-index

    13 publications

    949 citations

  4. Victoria University of Wellington

    Wellington, New Zealand

    7 h-index

    17 publications

    671 citations

  5. Michigan State University

    East Lansing, United States

    6 h-index

    15 publications

    458 citations

  6. University of Birmingham

    Birmingham, United Kingdom

    6 h-index

    7 publications

    272 citations

  7. Nanyang Technological University

    Singapore, Singapore

    6 h-index

    13 publications

    945 citations

  8. TU Dortmund University

    Dortmund, Germany

    6 h-index

    10 publications

    3.2K citations

1–8 of 419

Venues

  1. Evolutionary Computation

    31 publications · 2.2K citations

    26

    h-index

  2. IEEE Transactions on Evolutionary Computation

    19 publications · 2.9K citations

    16

    h-index

  3. Expert Systems with Applications

    7 publications · 303 citations

    7

    h-index

  4. Genetic Programming and Evolvable Machines

    6 publications · 571 citations

    6

    h-index

  5. international conference on Genetic algorithms

    Conference · 5 publications · 1.5K citations

    5

    h-index

1–5