Cuckoo Search and Firefly Algorithm

Xin-She Yang

ISBN 10: 3319021400 / ISBN 13: 9783319021409

Edité par Springer International Publishing, Springer International Publishing Nov 2013, 2013

A propos de cet article

Neuware -Nature-inspired algorithms such as cuckoo search and firefly algorithm have become popular and widely used in recent years in many applications. These algorithms are flexible, efficient and easy to implement. New progress has been made in the last few years, and it is timely to summarize the latest developments of cuckoo search and firefly algorithm and their diverse applications. This book will review both theoretical studies and applications with detailed algorithm analysis, implementation and case studies so that readers can benefit most from this book. Application topics are contributed by many leading experts in the field. Topics include cuckoo search, firefly algorithm, algorithm analysis, feature selection, image processing, travelling salesman problem, neural network, GPU optimization, scheduling, queuing, multi-objective manufacturing optimization, semantic web service, shape optimization, and others.This book can serve as an ideal reference for both graduates and researchers in computer science, evolutionary computing, machine learning, computational intelligence, and optimization, as well as engineers in business intelligence, knowledge management and information technology.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 372 pp. Englisch.

N° de réf. du vendeur 9783319021409

Détails bibliographiques

• Titre: Cuckoo Search and Firefly Algorithm
• Éditeur: Springer International Publishing, Springer International Publishing Nov 2013
• Date de parution: 2013
• Langue: anglais
• ISBN à 10 chiffres: 3319021400
• ISBN à 13 chiffres: 9783319021409
• Reliure: Buch
• État de l'article: Neu
• Dimensions: 241 L x 160 H x 26 P (en millimètres) 241 millimètres de largeur par 160 millimètres de hauteur par 26 millimètres de profondeur
• Poids: 723 grammes

A propos de ce titre

Synopsis

Nature-inspired algorithms such as cuckoo search and firefly algorithm have become popular and widely used in recent years in many applications. These algorithms are flexible, efficient and easy to implement. New progress has been made in the last few years, and it is timely to summarize the latest developments of cuckoo search and firefly algorithm and their diverse applications. This book will review both theoretical studies and applications with detailed algorithm analysis, implementation and case studies so that readers can benefit most from this book. Application topics are contributed by many leading experts in the field. Topics include cuckoo search, firefly algorithm, algorithm analysis, feature selection, image processing, travelling salesman problem, neural network, GPU optimization, scheduling, queuing, multi-objective manufacturing optimization, semantic web service, shape optimization, and others.

This book can serve as an ideal reference for both graduates and researchers in computer science, evolutionary computing, machine learning, computational intelligence, and optimization, as well as engineers in business intelligence, knowledge management and information technology.

Présentation de l'éditeur

As well as flexibility and efficiency, nature-inspired algorithms are relatively easy to implement. This review of two of the most popular is a timely summary of recent progress in their theory and applications, and includes detailed analysis and case studies.