Concepedia

Fitness Function Design

Fitness Function Design is the systematic process of constructing an objective metric within evolutionary algorithms that quantitatively evaluates candidate solutions according to problem-specific criteria to guide the search toward optimal or satisfactory outcomes.

350

Publications

16.2K

Citations

994

Authors

458

Institutions

Publications per year

2017–2026

110

Parents

Children

Publications

350

A comprehensive survey of fitness approximation in evolutionary computation

Yaochu Jin · Soft Computing · 2003 · 1.2K citations

, , +15

Fuzzy rule selection by multi-objective genetic local search algorithms and rule evaluation measures in data mining

Hisao Ishibuchi, Takashi Yamamoto · Fuzzy Sets and Systems · 2003 · 435 citations

, , +16

Nonlinear multiparameter optimization using genetic algorithms; inversion of plane-wave seismograms

Paul L. Stoffa, Mrinal K. Sen · Geophysics · 1991 · 402 citations

, , +17

Automatic structural testing using genetic algorithms

B.F. Jones, Harmen-Hinrich Sthamer, D.E. Eyres · Software Engineering Journal · 1996 · 338 citations

, , +14

An intelligent system for spam detection and identification of the most relevant features based on evolutionary Random Weight Networks

Hossam Faris, Ala’ M. Al-Zoubi, Ali Asghar Heidari et al. · Information Fusion · 2018 · 271 citations

, , +10

1–5 of 350

Authors

994

  1. JT
    Julian Togelius

    New York University, United States

    7 publications · 419 citations

    7

    h-index

  2. DR
    Damodar Reddy Edla

    National Institute of Technology Goa, India

    5 publications · 238 citations

    5

    h-index

  3. DA
    Daniel Ashlock

    University of Guelph, Canada

    5 publications · 178 citations

    5

    h-index

  4. XY
    Xin Yao

    University of Birmingham, United Kingdom

    4 publications · 162 citations

    4

    h-index

  5. VK
    Venkatanareshbabu Kuppili

    National Institute of Technology Goa, India

    4 publications · 200 citations

    4

    h-index

1–5 of 994

Institutions

458

  1. University of Birmingham

    Birmingham, United Kingdom

    7 h-index

    14 publications

    1.7K citations

  2. University of Guelph

    Guelph, Canada

    6 h-index

    14 publications

    601 citations

  3. University of Essex

    Colchester, United Kingdom

    6 h-index

    10 publications

    262 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    6 h-index

    12 publications

    861 citations

  5. National Institute of Technology Goa

    Ponda, India

    5 h-index

    15 publications

    697 citations

  6. IT University of Copenhagen

    Copenhagen, Denmark

    5 h-index

    13 publications

    680 citations

  7. Bennett University

    Greater Noida, India

    4 h-index

    10 publications

    773 citations

  8. University College London

    London, United Kingdom

    4 h-index

    8 publications

    399 citations

1–8 of 458

Venues

  1. Soft Computing

    7 publications · 1.5K citations

    7

    h-index

  2. Applied Soft Computing

    7 publications · 532 citations

    7

    h-index

  3. Expert Systems with Applications

    7 publications · 319 citations

    7

    h-index

  4. IEEE Transactions on Evolutionary Computation

    6 publications · 301 citations

    6

    h-index

  5. 4

    h-index

1–5