An enhanced Black Widow Optimization Algorithm / Bensoula ,Noor  

Public ISBD Titre : An enhanced Black Widow Optimization Algorithm Type de document : texte imprimé Auteurs : Bensoula ,Noor, Auteur ; Moussa,Semchedine, Directeur de thèse Editeur : Setif:UFA Année de publication : 2021 Importance : 1 vol (67 f .) Format : 29 cm Langues : Anglais (eng) Catégories : Thèses & Mémoires:Informatique Mots-clés : Optimization Bio-inspired algorithms Evolutionary algorithms Index. décimale : 004 - Informatique Résumé : Ant colony optimization, Genetic programming, Particle swarm optimization, Genetic algorithm, all of these are bio-inspired algorithms that have been used to solve several optimization problems. In this work we are interested on Black widow optimization algorithm, which was inspired from the black spider’s unique behaviour mating, we want to propose an enhanced black widow optimization algorithm based on an opposite based initialization to improve the chance of starting with appropriate individuals and increase the quality of the initial population, a delay sexual cannibalism for the purpose of avoiding the loss of t fathers, and an adaptive crossover and mutation probabilities to keep the balance between exploration and exploitation. The results obtained after applying a set of tests using 18 benchmark functions of dierent types on the MBWO algor Côte titre : MAI/0552 En ligne : https://drive.google.com/file/d/1aBWVqLiqMtG-ucmpor676jfrmyUC4ujP/view?usp=shari [...] Format de la ressource électronique : pdf An enhanced Black Widow Optimization Algorithm [texte imprimé] / Bensoula ,Noor, Auteur ; Moussa,Semchedine, Directeur de thèse . - [S.l.] : Setif:UFA, 2021 . - 1 vol (67 f .) ; 29 cm. Langues : Anglais (eng) Catégories : Thèses & Mémoires:Informatique Mots-clés : Optimization Bio-inspired algorithms Evolutionary algorithms Index. décimale : 004 - Informatique Résumé : Ant colony optimization, Genetic programming, Particle swarm optimization, Genetic algorithm, all of these are bio-inspired algorithms that have been used to solve several optimization problems. In this work we are interested on Black widow optimization algorithm, which was inspired from the black spider’s unique behaviour mating, we want to propose an enhanced black widow optimization algorithm based on an opposite based initialization to improve the chance of starting with appropriate individuals and increase the quality of the initial population, a delay sexual cannibalism for the purpose of avoiding the loss of t fathers, and an adaptive crossover and mutation probabilities to keep the balance between exploration and exploitation. The results obtained after applying a set of tests using 18 benchmark functions of dierent types on the MBWO algor Côte titre : MAI/0552 En ligne : https://drive.google.com/file/d/1aBWVqLiqMtG-ucmpor676jfrmyUC4ujP/view?usp=shari [...] Format de la ressource électronique : pdf

Exemplaires (1)

Code-barres	Cote	Support	Localisation	Section	Disponibilité
MAI/0552	MAI/0552	Mémoire	Bibliothéque des sciences	Anglais	Disponible Disponible

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