On Evolutionary Exploration and Exploitation
Publication type: Journal Article
Publication date: 2019-12-03
scimago Q3
wos Q4
SJR: 0.287
CiteScore: 1.7
Impact factor: 0.4
ISSN: 01692968, 18758681
Computational Theory and Mathematics
Information Systems
Theoretical Computer Science
Algebra and Number Theory
Abstract
Exploration and exploitation are the two cornerstones of problem solving by search. The common opinion about evolutionary algorithms is that they explore the search space by the (genetic) search operators, while exploitation is done by selection. This opinion is, however, questionable. In this paper we give a survey of different operators, review existing viewpoints on exploration and exploitation, and point out some discrepancies between and problems with current views.
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Metrics
211
Total citations:
211
Citations from 2024:
29
(13.74%)
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GOST
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Eiben A., Schippers C. On Evolutionary Exploration and Exploitation // Fundamenta Informaticae. 2019. Vol. 35. No. 1-4. pp. 35-50.
GOST all authors (up to 50)
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Eiben A., Schippers C. On Evolutionary Exploration and Exploitation // Fundamenta Informaticae. 2019. Vol. 35. No. 1-4. pp. 35-50.
Cite this
RIS
Copy
TY - JOUR
DO - 10.3233/fi-1998-35123403
UR - https://doi.org/10.3233/fi-1998-35123403
TI - On Evolutionary Exploration and Exploitation
T2 - Fundamenta Informaticae
AU - Eiben, A.E.
AU - Schippers, C.A.
PY - 2019
DA - 2019/12/03
PB - IOS Press
SP - 35-50
IS - 1-4
VL - 35
SN - 0169-2968
SN - 1875-8681
ER -
Cite this
BibTex (up to 50 authors)
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@article{2019_Eiben,
author = {A.E. Eiben and C.A. Schippers},
title = {On Evolutionary Exploration and Exploitation},
journal = {Fundamenta Informaticae},
year = {2019},
volume = {35},
publisher = {IOS Press},
month = {dec},
url = {https://doi.org/10.3233/fi-1998-35123403},
number = {1-4},
pages = {35--50},
doi = {10.3233/fi-1998-35123403}
}
Cite this
MLA
Copy
Eiben, A.E., and C.A. Schippers. “On Evolutionary Exploration and Exploitation.” Fundamenta Informaticae, vol. 35, no. 1-4, Dec. 2019, pp. 35-50. https://doi.org/10.3233/fi-1998-35123403.