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Cohort Intelligence: A Socio-inspired Optimization Method

  • Anand Jayant Kulkarni
  • Ganesh Krishnasamy
  • Ajith Abraham

Part of the Intelligent Systems Reference Library book series (ISRL, volume 114)

Table of contents

  1. Front Matter
    Pages i-xi
  2. Anand Jayant Kulkarni, Ganesh Krishnasamy, Ajith Abraham
    Pages 1-7
  3. Anand Jayant Kulkarni, Ganesh Krishnasamy, Ajith Abraham
    Pages 9-24
  4. Anand Jayant Kulkarni, Ganesh Krishnasamy, Ajith Abraham
    Pages 25-37
  5. Anand Jayant Kulkarni, Ganesh Krishnasamy, Ajith Abraham
    Pages 39-54
  6. Anand Jayant Kulkarni, Ganesh Krishnasamy, Ajith Abraham
    Pages 55-74
  7. Anand Jayant Kulkarni, Ganesh Krishnasamy, Ajith Abraham
    Pages 75-86
  8. Anand Jayant Kulkarni, Ganesh Krishnasamy, Ajith Abraham
    Pages 87-99
  9. Anand Jayant Kulkarni, Ganesh Krishnasamy, Ajith Abraham
    Pages 101-115
  10. Anand Jayant Kulkarni, Ganesh Krishnasamy, Ajith Abraham
    Pages 117-129
  11. Anand Jayant Kulkarni, Ganesh Krishnasamy, Ajith Abraham
    Pages 131-134

About this book

Introduction

This Volume discusses the underlying principles and analysis of the different concepts associated with an emerging socio-inspired optimization tool referred to as Cohort Intelligence (CI). CI algorithms have been coded in Matlab and are freely available from the link provided inside the book. The book demonstrates the ability of CI methodology for solving combinatorial problems such as Traveling Salesman Problem and Knapsack Problem in addition to real world applications from the healthcare, inventory, supply chain optimization and Cross-Border transportation. The inherent ability of handling constraints based on probability distribution is also revealed and proved using these problems.

 

Keywords

Intelligent Systems Computational Intelligence Cohort Intelligence Methodology Socio-inspired Optimization Socio-inspired AI Optimization Traveling Salesman Problem Knapsack Problem

Authors and affiliations

  • Anand Jayant Kulkarni
    • 1
  • Ganesh Krishnasamy
    • 2
  • Ajith Abraham
    • 3
  1. 1.Odette School of BusinessUniversity of Windsor Odette School of BusinessWindsorCanada
  2. 2.Department of Electrical Engineering, Faculty of EngineeringUniversiti Malaya Kuala LumpurMalaysia
  3. 3.Scientific Network for Inn and Res ExcMachine Intell Research Labs (MIR labs) Scientific Network for Inn and Res ExcAuburn, WAUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-44254-9
  • Copyright Information Springer International Publishing Switzerland 2017
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-44253-2
  • Online ISBN 978-3-319-44254-9
  • Series Print ISSN 1868-4394
  • Series Online ISSN 1868-4408
  • Buy this book on publisher's site
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