Overview

This book and its companion volumes, LNCS volumes 9140, 9141 and 9142, constitute the proceedings of the 6th International Conference on Swarm Intelligence, ICSI 2015 held in conjunction with the Second BRICS Congress on Computational Intelligence, CCI 2015, held in Beijing, China in June 2015. The 161 revised full papers presented were carefully reviewed and selected from 294 submissions. The papers are organized in 28 cohesive sections covering all major topics of swarm intelligence and computational intelligence research and development, such as novel swarm-based optimization algorithms and applications; particle swarm opt8imization; ant colony optimization; artificial bee colony algorithms; evolutionary and genetic algorithms; differential evolution; brain storm optimization algorithm; biogeography based optimization; cuckoo search; hybrid methods; multi-objective optimization; multi-agent systems and swarm robotics; Neural networks and fuzzy methods; data mining approaches; information security; automation control; combinatorial optimization algorithms; scheduling and path planning; machine learning; blind sources separation; swarm interaction behavior; parameters and system optimization; neural networks; evolutionary and genetic algorithms; fuzzy systems; forecasting algorithms; classification; tracking analysis; simulation; image and texture analysis; dimension reduction; system optimization; segmentation and detection system; machine translation; virtual management and disaster analysis.

Full Product Details

Author:   Ying Tan ,  Yuhui Shi ,  Fernando Buarque ,  Alexander Gelbukh
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   2015 ed.
Volume:   9141
Dimensions:   Width: 15.50cm , Height: 2.70cm , Length: 23.50cm
Weight:   7.781kg
ISBN:  

9783319204710

ISBN 10:   3319204718
Pages:   498
Publication Date:   10 June 2015
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Novel swarm-based optimization algorithms and applications.- Particle swarm optimization.- Ant colony optimization.- Artificial bee colony algorithms.- Evolutionary and genetic algorithms.- Differential evolution.- Brain storm optimization algorithm.- Biogeography based optimization.- Cuckoo search.- Hybrid methods.- Multi-objective optimization.- Multi-agent systems and swarm robotics.- Neural networks and fuzzy methods.- Data mining approaches.- Information security.- Automation control.- Combinatorial optimization algorithms.- Scheduling and path planning.- Machine learning.- Blind sources separation.- Swarm interaction behavior.- Parameters and system optimization.- Neural networks.- Evolutionary and genetic algorithms.- Fuzzy systems.- Forecasting algorithms.- Classification.- Tracking analysis.- Simulation.- Image and texture analysis.- Dimension reduction.- System optimization.- Segmentation and detection system.- Machine translation.- Virtual management and disaster analysis.

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