Multi-objective Swarm Intelligence

Multi-objective Swarm Intelligence
Author: Satchidananda Dehuri
Publisher: Springer
Total Pages: 209
Release: 2015-03-10
Genre: Technology & Engineering
ISBN: 3662463091


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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.


Multi-objective Swarm Intelligence
Language: en
Pages: 209
Authors: Satchidananda Dehuri
Categories: Technology & Engineering
Type: BOOK - Published: 2015-03-10 - Publisher: Springer

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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 ch
Swarm Intelligence for Multi-objective Problems in Data Mining
Language: en
Pages: 296
Authors: Carlos Coello Coello
Categories: Mathematics
Type: BOOK - Published: 2009-09-28 - Publisher: Springer Science & Business Media

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The purpose of this book is to collect contributions that are at the intersection of multi-objective optimization, swarm intelligence (specifically, particle sw
Multi-Objective Swarm Intelligent Systems
Language: en
Pages: 228
Authors: Leandro dos Santos Coelho
Categories: Computers
Type: BOOK - Published: 2009-11-19 - Publisher: Springer Science & Business Media

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This book covers the latest in multi-objective swarm intelligence and cooperative behavior. It contains innovative and intriguing applications as well as additi
Multi-Objective Optimization using Artificial Intelligence Techniques
Language: en
Pages: 58
Authors: Seyedali Mirjalili
Categories: Technology & Engineering
Type: BOOK - Published: 2019-07-24 - Publisher: Springer

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This book focuses on the most well-regarded and recent nature-inspired algorithms capable of solving optimization problems with multiple objectives. Firstly, it
Evolutionary Multi-Criterion Optimization
Language: en
Pages: 599
Authors: Matthias Ehrgott
Categories: Computers
Type: BOOK - Published: 2009-03-26 - Publisher: Springer Science & Business Media

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This book constitutes the refereed proceedings of the 5th International Conference on Evolutionary Multi-Criterion Optimization, EMO 2009, held in Nantes, Franc