Orthogonal Learning Firefly Algorithm
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F21%3A63526749" target="_blank" >RIV/70883521:28140/21:63526749 - isvavai.cz</a>
Result on the web
<a href="https://academic.oup.com/jigpal/advance-article-abstract/doi/10.1093/jigpal/jzaa044/5902573?redirectedFrom=fulltext" target="_blank" >https://academic.oup.com/jigpal/advance-article-abstract/doi/10.1093/jigpal/jzaa044/5902573?redirectedFrom=fulltext</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1093/jigpal/jzaa044" target="_blank" >10.1093/jigpal/jzaa044</a>
Alternative languages
Result language
angličtina
Original language name
Orthogonal Learning Firefly Algorithm
Original language description
The primary aim of this original work is to provide a more in-depth insight into the relations between control parameters adjustments, learning techniques, inner swarm dynamics and possible hybridization strategies for popular swarm metaheuristic Firefly Algorithm (FA). In this paper, a proven method, orthogonal learning, is fused with FA, specifically with its hybrid modification Firefly Particle Swarm Optimization (FFPSO). The parameters of the proposed Orthogonal Learning Firefly Algorithm are also initially thoroughly explored and tuned. The performance of the developed algorithm is examined and compared with canonical FA and above-mentioned FFPSO. Comparisons have been conducted on well-known CEC 2017 benchmark functions, and the results have been evaluated for statistical significance using the Friedman rank test.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
LOGIC JOURNAL OF THE IGPL
ISSN
1367-0751
e-ISSN
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Volume of the periodical
29
Issue of the periodical within the volume
2
Country of publishing house
GB - UNITED KINGDOM
Number of pages
12
Pages from-to
167-179
UT code for WoS article
000637317000005
EID of the result in the Scopus database
2-s2.0-85104951141