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Multi-objective Swarm Intelligence

Theoretical Advances and Applications

Jezik EngleskiEngleski
Knjiga Tvrdi uvez
Knjiga Multi-objective Swarm Intelligence Satchidananda Dehuri
Libristo kod: 09179085
Nakladnici Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, ožujak 2015
The aim of this book is to understand the state-of-the-art theoretical and practical advances of swa... Cijeli opis
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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.§

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Informacije o knjizi

Puni naziv Multi-objective Swarm Intelligence
Autor Satchidananda Dehuri, Alok Kumar Jagadev, Mrutyunjaya Panda
Jezik Engleski
Uvez Knjiga - Tvrdi uvez
Datum izdanja 2015
Broj stranica 201
EAN 9783662463086
ISBN 3662463083
Libristo kod 09179085
Nakladnici Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Težina 470
Dimenzije 163 x 247 x 17

Kategorija

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics
Technology, Engineering, Agriculture > Technology: general issues > Engineering: general
Computing & Information Technology > Computer science > Artificial intelligence
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