Solving Equations Systems Using the Penguins Search Optimization

The Penguin Search Optimization (PeSOA) is an optimization method based on collaborative hunting strategy of penguins. In this work, a solving linear equation systems method based on PeSOA is proposed. A dual population for PeSOA part was also tested. Experimental results obtained with our proposed...

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Published inAnalele Universității din Timișoara. Seria Matematică-informatică Vol. 60; no. 1; pp. 98 - 109
Main Authors Mafteiu-Scai, Liviu Octavian, Mursa, Andrei, Mafteiu-Scai, Roxana-Teodora
Format Journal Article
LanguageEnglish
Published Timisoara Sciendo 01.01.2024
De Gruyter Poland
Subjects
65C20
AMS Subject Classification 60-08
equations systems
Nature inspired algorithms
penguin search optimization
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Summary:The Penguin Search Optimization (PeSOA) is an optimization method based on collaborative hunting strategy of penguins. In this work, a solving linear equation systems method based on PeSOA is proposed. A dual population for PeSOA part was also tested. Experimental results obtained with our proposed method compared with those obtained with classical math methods, showed positive perspectives regarding possible extensions of the proposed method for systems of equations of larger dimensions. Conclusions as well as future research directions are also included.
Bibliography:ObjectType-Article-1
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ISSN:1841-3307
1841-3293
1841-3307
DOI:10.2478/awutm-2024-0007