A Library for General Genetic Algorithm with Sequential/Parallel Fitness Function Calculation
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F25%3A43976215" target="_blank" >RIV/49777513:23520/25:43976215 - isvavai.cz</a>
Result on the web
<a href="https://ieeexplore.ieee.org/document/11142377" target="_blank" >https://ieeexplore.ieee.org/document/11142377</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/HSI66212.2025.11142377" target="_blank" >10.1109/HSI66212.2025.11142377</a>
Alternative languages
Result language
angličtina
Original language name
A Library for General Genetic Algorithm with Sequential/Parallel Fitness Function Calculation
Original language description
IIn this paper, we describe a library for Java, which enables easy usage of a genetic algorithm in a project. The library – Genetic Algorithm Library for Java (GAL4J) – contains multiple utilizable variants of individual parts of the genetic algorithm and also enables parallel computation of the fitness values of the individuals. The usability of the library was demonstrated on two classical problems. The speed of the GAL4J genetic algorithm using sequential and parallel fitness function calculation was investigated. The GAL4J was also compared to two existing GA libraries of third parties.
Czech name
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Czech description
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Classification
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)
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2025
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
2025 17th International Conference on Human System Interaction (HSI)
ISBN
979-8-3315-3858-3
ISSN
2158-2246
e-ISSN
2158-2254
Number of pages
6
Pages from-to
1-6
Publisher name
IEEE
Place of publication
Piscataway
Event location
Ulsan, Jižní Korea
Event date
Jul 16, 2025
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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