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Multi-objective Swarm Intelligence

2015-03-10 Technology & Engineering
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Release : 2015-03-10
Genre : Technology & Engineering
Kind : eBook
Book Rating : 091/5 ( reviews)

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Book Synopsis Multi-objective Swarm Intelligence by : Satchidananda Dehuri

Download or read book Multi-objective Swarm Intelligence written by Satchidananda Dehuri. This book was released on 2015-03-10. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Swarm Intelligence for Multi-objective Problems in Data Mining

2009-09-28 Mathematics
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Release : 2009-09-28
Genre : Mathematics
Kind : eBook
Book Rating : 244/5 ( reviews)

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Book Synopsis Swarm Intelligence for Multi-objective Problems in Data Mining by : Carlos Coello Coello

Download or read book Swarm Intelligence for Multi-objective Problems in Data Mining written by Carlos Coello Coello. This book was released on 2009-09-28. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this book is to collect contributions that are at the intersection of multi-objective optimization, swarm intelligence (specifically, particle swarm optimization and ant colony optimization) and data mining.

Multi-Objective Swarm Intelligent Systems

2009-11-19 Computers
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Release : 2009-11-19
Genre : Computers
Kind : eBook
Book Rating : 642/5 ( reviews)

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Book Synopsis Multi-Objective Swarm Intelligent Systems by : Leandro dos Santos Coelho

Download or read book Multi-Objective Swarm Intelligent Systems written by Leandro dos Santos Coelho. This book was released on 2009-11-19. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the latest in multi-objective swarm intelligence and cooperative behavior. It contains innovative and intriguing applications as well as additions to the methodology and theory of genetic programming.

Multi-Objective Optimization using Artificial Intelligence Techniques

2019-07-24 Technology & Engineering
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Release : 2019-07-24
Genre : Technology & Engineering
Kind : eBook
Book Rating : 356/5 ( reviews)

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Book Synopsis Multi-Objective Optimization using Artificial Intelligence Techniques by : Seyedali Mirjalili

Download or read book Multi-Objective Optimization using Artificial Intelligence Techniques written by Seyedali Mirjalili. This book was released on 2019-07-24. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the most well-regarded and recent nature-inspired algorithms capable of solving optimization problems with multiple objectives. Firstly, it provides preliminaries and essential definitions in multi-objective problems and different paradigms to solve them. It then presents an in-depth explanations of the theory, literature review, and applications of several widely-used algorithms, such as Multi-objective Particle Swarm Optimizer, Multi-Objective Genetic Algorithm and Multi-objective GreyWolf Optimizer Due to the simplicity of the techniques and flexibility, readers from any field of study can employ them for solving multi-objective optimization problem. The book provides the source codes for all the proposed algorithms on a dedicated webpage.

Evolutionary Multi-Criterion Optimization

2009-03-26 Computers
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Release : 2009-03-26
Genre : Computers
Kind : eBook
Book Rating : 199/5 ( reviews)

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Book Synopsis Evolutionary Multi-Criterion Optimization by : Matthias Ehrgott

Download or read book Evolutionary Multi-Criterion Optimization written by Matthias Ehrgott. This book was released on 2009-03-26. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th International Conference on Evolutionary Multi-Criterion Optimization, EMO 2009, held in Nantes, France in April 2009. The 39 revised full papers presented together with 5 invited talks were carefully reviewed and selected from 72 submissions. The papers are organized in topical sections on theoretical analysis, uncertainty and noise, algorithm development, performance analysis and comparison, applications, MCDM Track, Many objectives, alternative methods, as well as EMO and MCDA.

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