Concepedia

Fitness Function Calibration

Fitness Function Calibration is a methodological process within evolutionary computation that systematically adjusts the parameters or structure of a fitness function to align its evaluation criteria with the optimization objectives, thereby ensuring accurate and efficient selection pressure toward optimal solutions.

17

Publications

1.3K

Citations

61

Authors

36

Institutions

Publications per year

2017–2026

3

Parents

Publications

17

Error Metrics and Performance Fitness Indicators for Artificial Intelligence and Machine Learning in Engineering and Sciences

M.Z. Naser, Amir H. Alavi · Architecture Structures and Construction · 2021 · 408 citations · Full text

, , +12

Detecting “bad” regression models: multicriteria fitness functions in regression analysis

Roberto Todeschini, Viviana Consonni, Andrea Mauri et al. · Analytica Chimica Acta · 2004 · 179 citations

, , +16

Relevance estimation and value calibration of evolutionary algorithm parameters

Volker Nannen, A. E. Eiben · 2007 · 158 citations

, , +13

Efficient relevance estimation and value calibration of evolutionary algorithm parameters

Volker Nannen, A. E. Eiben · 2007 · 146 citations

, , +14

Calibrating cellular automata based on landscape metrics by using genetic algorithms

Xia Li, Jinyao Lin, Yimin Chen et al. · International Journal of Geographical Information Systems · 2012 · 89 citations

, , +17

1–5 of 17

Authors

61

  1. AE
    A. E. Eiben

    Vrije Universiteit Amsterdam, Netherlands

    2 publications · 304 citations

    2

    h-index

  2. VN
    Volker Nannen

    Vrije Universiteit Amsterdam, Netherlands

    2 publications · 304 citations

    2

    h-index

  3. DZ
    Dominik Ziegler

    Lawrence Berkeley National Laboratory, United States

    1 publications · 31 citations

    1

    h-index

  4. PD
    Paul D. Ashby

    Lawrence Berkeley National Laboratory, United States

    1 publications · 31 citations

    1

    h-index

  5. GI
    Giulio Iovine

    Research Institute for Geo-Hydrological Protection, Italy

    1 publications · 17 citations

    1

    h-index

1–5 of 61

Institutions

36

  1. Vrije Universiteit Amsterdam

    Amsterdam, The Netherlands

    2 h-index

    4 publications

    608 citations

  2. Tomas Bata University in Zlín

    Zlín, Czechia

    1 h-index

    4 publications

    80 citations

  3. University of Münster

    Münster, Germany

    1 h-index

    1 publications

    31 citations

  4. Old Dominion University

    Norfolk, United States

    1 h-index

    1 publications

    32 citations

  5. Imperial College London

    London, United Kingdom

    1 h-index

    1 publications

    81 citations

  6. Universidad Politécnica de Madrid

    Madrid, Spain

    1 h-index

    2 publications

    26 citations

  7. Université Paris-Sud

    Orsay, France

    1 h-index

    1 publications

    22 citations

  8. University of Milano-Bicocca

    Milan, Italy

    1 h-index

    4 publications

    716 citations

1–8 of 36

Venues

  1. Expert Systems with Applications

    1 publications · 32 citations

    1

    h-index

  2. 1

    h-index

  3. Real-Time Systems

    1 publications · 17 citations

    1

    h-index

  4. SpringerPlus

    1 publications · 20 citations

    1

    h-index

  5. Pattern Recognition

    1 publications · 81 citations

    1

    h-index

1–5