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Optimization - The Bee's Way: A new swarm intelligence framework for unimodal, multimodal and dynamic optimization problems

Muhammad Rashid

ISBN 10: 3843358346 / ISBN 13: 9783843358347
Published by LAP LAMBERT Academic Publishing, 2010
Condition: Good Soft cover
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Title: Optimization - The Bee's Way: A new swarm ...

Publisher: LAP LAMBERT Academic Publishing

Publication Date: 2010

Binding: Paperback

Book Condition:Good

About this title

Synopsis:

Swarm intelligence algorithms are taking the spotlight in the field of function optimization. In this book our attention centers on a new framework inspired from the food foraging behavior of honey bees. Utilizing the Particle Swarm Optimization (PSO) algorithm within this framework we have developed a novel algorithm called Honey Bee Foraging Particle Swarm Optimization (HBF-PSO). The HBF-PSO algorithm and its variants are suitable for solving multimodal and dynamic optimization problems. We focus on the niching and speciation capabilities of these algorithms which allow them to locate and track multiple peaks in multimodal and dynamic environments. The HBF-PSO algorithm performs a collective foraging for fitness in promising neighborhoods in combination with individual scouting searches in other areas. The strength of the algorithm lies in its continuous monitoring of the whole scouting and foraging process with dynamic relocation of the bees (solution/particles) if more promising regions are found. Those looking for a novel approach to function optimization utilizing the food foraging behavior of honey bees can benefit from the information presented in this book.

About the Author:

Muhammad Rashid has a PhD in Computer Science from National University, Islamabad, Pakistan and is currently an Assistant Professor at Foundation University, Islamabad, Pakistan. Abdul Rauf Baig has a PhD in Computer Science from University of Rennes - I, Rennes, France and is currently a Professor at National University, Islamabad, Pakistan.

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