Shared Fitness is a population diversity preservation mechanism in evolutionary computation that assigns adjusted fitness values to individuals based on the local density of solutions in the search space, thereby promoting the coexistence of multiple distinct solutions by reducing the reproductive advantage of individuals in densely populated regions.
35
Publications
2.9K
Citations
88
Authors
54
Institutions
Publications per year
2017–2026
8
Variants
Fitness Sharing
Parents
Publications
35
Niching methods for genetic algorithms
Samir W. Mahfoud · 1996 · 902 citations
New Methods for Competitive Coevolution
Christopher D. Rosin, Richard K. Belew · Evolutionary Computation · 1997 · 586 citations
Analysis of Diversity-Preserving Mechanisms for Global Exploration
Tobias Friedrich, Pietro S. Oliveto, Dirk Sudholt et al. · Evolutionary Computation · 2009 · 108 citations
1–5 of 35
Authors
88
- PS
3
h-index
- DS
3
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- BM
2
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- JH
2
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- CW
2
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1–5 of 88
Institutions
54
University of Birmingham
Birmingham, United Kingdom
3 h-index
3 publications
179 citations
University of Salerno
Fisciano, Italy
2 h-index
5 publications
226 citations
UNSW Sydney
Sydney, Australia
2 h-index
3 publications
100 citations
University of Illinois Urbana-Champaign
Urbana, United States
2 h-index
3 publications
1.2K citations
Australian Defence Force Academy
Canberra, Australia
2 h-index
2 publications
96 citations
TU Dortmund University
Dortmund, Germany
2 h-index
4 publications
296 citations
State University of New York
Albany, United States
1 h-index
1 publications
31 citations
University of California, Los Angeles
Los Angeles, United States
1 h-index
1 publications
32 citations
1–8 of 54
Venues
- Evolution
5 publications · 133 citations
5
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- Evolutionary Computation
3 publications · 823 citations
3
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- Conservation Genetics
2 publications · 51 citations
2
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- Molecular Ecology
1 publications · 87 citations
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- Theoretical Computer Science
1 publications · 33 citations
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1–5