Multi-objective Swarm Intelligence (e-bog) af -
Panda, Mrutyunjaya (redaktør)

Multi-objective Swarm Intelligence e-bog

875,33 DKK (inkl. moms 1094,16 DKK)
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 ...
E-bog 875,33 DKK
Forfattere Panda, Mrutyunjaya (redaktør)
Forlag Springer
Udgivet 10 marts 2015
Genrer Artificial intelligence
Sprog English
Format pdf
Beskyttelse LCP
ISBN 9783662463093
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.