On Multi-Objective Optimization Based on Hybrid Intelligent System: Hybridizing the Firefly Algorithm and the Ant Colony Algorithm to Solve Optimization Problems - Couverture souple

Masoud Rizk-Allah, Rizk

 
9783659551826: On Multi-Objective Optimization Based on Hybrid Intelligent System: Hybridizing the Firefly Algorithm and the Ant Colony Algorithm to Solve Optimization Problems

Synopsis

This book introduced a hybrid optimization algorithm that integrates the merits of the ant colony optimization (ACO) and firefly algorithm (FA) that used to solve optimization problems. The methodology of the book is mainly focused on the original principle behind each of the two algorithms and their applications are discussed. Also we introduced new trend for hybridizing the ant colony optimization and the firefly algorithm to solve unconstrained optimization problems, constrained optimization problems and multi-objective optimization problems.

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Présentation de l'éditeur

This book introduced a hybrid optimization algorithm that integrates the merits of the ant colony optimization (ACO) and firefly algorithm (FA) that used to solve optimization problems. The methodology of the book is mainly focused on the original principle behind each of the two algorithms and their applications are discussed. Also we introduced new trend for hybridizing the ant colony optimization and the firefly algorithm to solve unconstrained optimization problems, constrained optimization problems and multi-objective optimization problems.

Biographie de l'auteur

I am Rizk Masoud Rizk-Allah, I have obtained my Ph.D in Engineering Mathematics from Faculty of Engineering Menoufia University, Egypt. I have been in the Basic Engineering Sciences Department, since 2005. I am interested in artificial intelligence techniques, evolutionary algorithms and swarm optimization.

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