Exploring the Frequency of Boundary Control Methods Activation in Metaheuristic Algorithms

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F23%3A63563678" target="_blank" >RIV/70883521:28140/23:63563678 - isvavai.cz</a>

Result on the web

<a href="https://dl.acm.org/doi/10.1145/3583133.3596418" target="_blank" >https://dl.acm.org/doi/10.1145/3583133.3596418</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1145/3583133.3596418" target="_blank" >10.1145/3583133.3596418</a>

Result language

angličtina

Original language name

Exploring the Frequency of Boundary Control Methods Activation in Metaheuristic Algorithms

Original language description

Recently, Boundary Control Methods (BCMs) have become increasingly relevant in the field of metaheuristic algorithms. In this study, we investigate the relationship between the activation frequency of different BCMs and the problem&apos;s dimensionality. Additionally, we analyze each problem dimension independently. Our research primarily concentrates on the top three algorithms from the IEEE CEC 2020 competition: AGSK, IMODE, and j2020, utilizing the competition benchmark set to conduct experiments. Our findings provide valuable insights into the metaheuristic domain, underlining the significance of comprehending BCM activation patterns to improve algorithm design and benchmarking practices.

Czech name

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Czech description

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Type

D - Article in proceedings

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)

Project

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Continuities

S - Specificky vyzkum na vysokych skolach

Publication year

2023

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion

ISBN

979-840070120-7

ISSN

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e-ISSN

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Number of pages

7

Pages from-to

2330-2336

Publisher name

Association for Computing Machinery, Inc

Place of publication

New York

Event location

Lisbon

Event date

Jul 15, 2023

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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