Multi-objective Swarm Intelligence

Theoretical Advances and Applications

  • Satchidananda Dehuri
  • Alok Kumar Jagadev
  • Mrutyunjaya Panda

Part of the Studies in Computational Intelligence book series (SCI, volume 592)

Table of contents

  1. Front Matter
    Pages i-xiv
  2. B. Selva Rani, Ch. Aswani Kumar
    Pages 1-25
  3. Swagatika Devi, Alok Kumar Jagadev, Sachidananda Dehuri
    Pages 75-103
  4. Nadia Abd-Alsabour
    Pages 105-121
  5. Gabriele Simone, Davide Gadia, Ivar Farup, Alessandro Rizzi
    Pages 123-142

About this book

Introduction

The aim of this book is to understand the state-of-the-art theoretical and practical advances of swarm intelligence. It comprises seven contemporary relevant chapters. In chapter 1, a review of Bacteria Foraging Optimization (BFO) techniques for both single and multiple criterions problem is presented. A survey on swarm intelligence for multiple and many objectives optimization is presented in chapter 2 along with a topical study on EEG signal analysis. Without compromising the extensive simulation study, a comparative study of variants of MOPSO is provided in chapter 3. Intractable problems like subset and job scheduling problems are discussed in chapters 4 and 7 by different hybrid swarm intelligence techniques. An attempt to study image enhancement by ant colony optimization is made in chapter 5. Finally, chapter 7 covers the aspect of uncertainty in data by hybrid PSO.       

Keywords

Computational Intelligence Multi-Objective Optimization Multi-objective Swarm Intelligence Population-Based Meta-Heuristics Swarm Intelligence

Editors and affiliations

  • Satchidananda Dehuri
    • 1
  • Alok Kumar Jagadev
    • 2
  • Mrutyunjaya Panda
    • 3
  1. 1.Department of Information and Communication TechnologyFakir Mohan UniversityBalasoreIndia
  2. 2.Department of Computer Science and EngineeringSiksha 'O' Anusandhan UniversityBhubaneswarIndia
  3. 3.Gandhi Institute for Technological AdvancementBhubaneswarIndia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-662-46309-3
  • Copyright Information Springer-Verlag Berlin Heidelberg 2015
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-662-46308-6
  • Online ISBN 978-3-662-46309-3
  • Series Print ISSN 1860-949X
  • Series Online ISSN 1860-9503
  • About this book
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