University Sétif 1 FERHAT ABBAS Faculty of Sciences
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Design and implementation of software platform for bioinspired optimization algorithms / Islam Bouabdallah
Titre : Design and implementation of software platform for bioinspired optimization algorithms Type de document : texte imprimé Auteurs : Islam Bouabdallah ; Hichem Badis ; Moussa Semchedine, Directeur de thèse Editeur : Setif:UFA Année de publication : 2023 Importance : 1 vol. (56 f.) Format : 29 cm Langues : Français (fre) Catégories : Thèses & Mémoires:Informatique Mots-clés : Optimization Bio-inspired algorithms benchmark functions Particle swarm optimization Firefly
algorithm Grey wolf optimization Whale optmization Artificial rabbit optimizationIndex. décimale : 004 Informatique Résumé : Bio-inspired algorithms have been widely used by scientists because of their ability to solve complex
problems efficiently. In this work, we present the design and implementation of a software platform for bioinspired
optimization algorithms.The platform provides a user-friendly interface for selecting and comparing
different algorithms, including genetic algorithms, particle swarm optimization, and more optimization algorithms.
We also provide a set of benchmark functions to test the performance of the implemented algorithms.The
platform is open source and available for researchers and practitioners in the field of optimization to facilitate
their utilization of these algorithms.Côte titre : MAI/0753 En ligne : https://drive.google.com/file/d/1v5kW5pct42yrVQFRBm8Dkzht5p2rGTjS/view?usp=drive [...] Format de la ressource électronique : Design and implementation of software platform for bioinspired optimization algorithms [texte imprimé] / Islam Bouabdallah ; Hichem Badis ; Moussa Semchedine, Directeur de thèse . - [S.l.] : Setif:UFA, 2023 . - 1 vol. (56 f.) ; 29 cm.
Langues : Français (fre)
Catégories : Thèses & Mémoires:Informatique Mots-clés : Optimization Bio-inspired algorithms benchmark functions Particle swarm optimization Firefly
algorithm Grey wolf optimization Whale optmization Artificial rabbit optimizationIndex. décimale : 004 Informatique Résumé : Bio-inspired algorithms have been widely used by scientists because of their ability to solve complex
problems efficiently. In this work, we present the design and implementation of a software platform for bioinspired
optimization algorithms.The platform provides a user-friendly interface for selecting and comparing
different algorithms, including genetic algorithms, particle swarm optimization, and more optimization algorithms.
We also provide a set of benchmark functions to test the performance of the implemented algorithms.The
platform is open source and available for researchers and practitioners in the field of optimization to facilitate
their utilization of these algorithms.Côte titre : MAI/0753 En ligne : https://drive.google.com/file/d/1v5kW5pct42yrVQFRBm8Dkzht5p2rGTjS/view?usp=drive [...] Format de la ressource électronique : Exemplaires (1)
Code-barres Cote Support Localisation Section Disponibilité MAI/0753 MAI/0753 Mémoire Bibliothéque des sciences Anglais Disponible
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