Botox Optimization Algorithm: A New Human-Based Metaheuristic Algorithm for Solving Optimization Problems
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F62690094%3A18440%2F24%3A50021922" target="_blank" >RIV/62690094:18440/24:50021922 - isvavai.cz</a>
Result on the web
<a href="https://www.mdpi.com/2313-7673/9/3/137" target="_blank" >https://www.mdpi.com/2313-7673/9/3/137</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.3390/biomimetics9030137" target="_blank" >10.3390/biomimetics9030137</a>
Alternative languages
Result language
angličtina
Original language name
Botox Optimization Algorithm: A New Human-Based Metaheuristic Algorithm for Solving Optimization Problems
Original language description
This paper introduces the Botox Optimization Algorithm (BOA), a novel metaheuristic inspired by the Botox operation mechanism. The algorithm is designed to address optimization problems, utilizing a human-based approach. Taking cues from Botox procedures, where defects are targeted and treated to enhance beauty, the BOA is formulated and mathematically modeled. Evaluation on the CEC 2017 test suite showcases the BOA's ability to balance exploration and exploitation, delivering competitive solutions. Comparative analysis against twelve well-known metaheuristic algorithms demonstrates the BOA's superior performance across various benchmark functions, with statistically significant advantages. Moreover, application to constrained optimization problems from the CEC 2011 test suite highlights the BOA's effectiveness in real-world optimization tasks.
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
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Continuities
S - Specificky vyzkum na vysokych skolach<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2024
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
BIOMIMETICS
ISSN
2313-7673
e-ISSN
2313-7673
Volume of the periodical
9
Issue of the periodical within the volume
3
Country of publishing house
CH - SWITZERLAND
Number of pages
41
Pages from-to
1-41
UT code for WoS article
001191594300001
EID of the result in the Scopus database
2-s2.0-85188725993