Concepedia

Preference-based Fitness Functions

Preference-Based Fitness Functions is a type of fitness function in evolutionary computation that incorporates human or expert preferences to guide the search process by comparing candidate solutions pairwise, thereby distinguishing itself from traditional fitness functions that rely solely on quantitative objective values.

13

Publications

806

Citations

30

Authors

17

Institutions

Publications per year

2017–2026

1

Parents

Publications

13

A Preference-Based Evolutionary Algorithm for Multi-Objective Optimization

Lothar Thiele, Kaisa Miettinen, Pekka Korhonen et al. · Evolutionary Computation · 2009 · 365 citations

, , +16

Preference-inspired co-evolutionary algorithms using weight vectors

Rui Wang, Robin C. Purshouse, P.J. Fleming · European Journal of Operational Research · 2014 · 143 citations

, , +10

Fitness Functions for Multiple Objective Optimization Problems: Combining Preferences with Pareto Rankings.

Garrison W. Greenwood, Xiaobo Sharon Hu, Joseph D’Ambrosio · 1996 · 90 citations

, , +13

ABSOLUTE FITNESS, RELATIVE FITNESS, AND UTILITY

H. Allen Orr · Evolution · 2007 · 56 citations

, , +15

Responses of intended and unintended receivers to a novel sexual signal suggest clandestine communication

Robin M. Tinghitella, E. Dale Broder, James H Gallagher et al. · Nature Communications · 2021 · 43 citations · Full text

, , +17

1–5 of 13

Authors

30

  1. PK
    Pekka Korhonen

    Aalto University, Finland

    2 publications · 385 citations

    2

    h-index

  2. KM
    Kaisa Miettinen

    University of Jyväskylä, Finland

    2 publications · 385 citations

    2

    h-index

  3. LT
    Lothar Thiele

    ETH Zurich, Switzerland

    2 publications · 385 citations

    2

    h-index

  4. JM
    Julián Molina

    Universidad de Málaga, Spain

    2 publications · 385 citations

    2

    h-index

  5. JD
    Joseph D’Ambrosio

    General Motors (United States), United States

    1 publications · 90 citations

    1

    h-index

1–5 of 30

Institutions

17

  1. Saint Ambrose University

    Davenport, United States

    1 h-index

    1 publications

    43 citations

  2. University of Toledo

    Toledo, United States

    1 h-index

    2 publications

    26 citations

  3. ETH Zurich

    Zurich, Switzerland

    1 h-index

    1 publications

    365 citations

  4. University of Kansas

    Lawrence, United States

    1 h-index

    1 publications

    10 citations

  5. Institute for Biomedical Engineering

    Zurich, Switzerland

    1 h-index

    1 publications

    365 citations

  6. University of Essex

    Colchester, United Kingdom

    1 h-index

    1 publications

    24 citations

  7. University of Denver

    Denver, United States

    1 h-index

    4 publications

    172 citations

  8. Maastricht University

    Maastricht, The Netherlands

    1 h-index

    2 publications

    22 citations

1–8 of 17

Venues

  1. Evolutionary Computation

    2 publications · 385 citations

    2

    h-index

  2. Evolution

    1 publications · 56 citations

    1

    h-index

  3. Theoretical Computer Science

    1 publications · 11 citations

    1

    h-index

  4. Biology & Philosophy

    1 publications · 10 citations

    1

    h-index

  5. ICCC

    1 publications · 11 citations

    1

    h-index

1–5