Innovative Computational Intelligence: A Rough Guide to 134 Clever Algorithms: Intelligent Systems Reference Library, cartea 62
Autor Bo Xing, Wen-Jing Gaoen Limba Engleză Paperback – 27 aug 2016
The second feature of this book is its comprehensiveness: Through an extensive literature research, there are 134 innovative CI algorithms covered in this book.
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Specificații
ISBN-13: 9783319349305
ISBN-10: 3319349309
Pagini: 490
Ilustrații: XXXIX, 451 p.
Dimensiuni: 155 x 235 x 25 mm
Greutate: 0.68 kg
Ediția:Softcover reprint of the original 1st ed. 2014
Editura: Springer International Publishing
Colecția Springer
Seria Intelligent Systems Reference Library
Locul publicării:Cham, Switzerland
ISBN-10: 3319349309
Pagini: 490
Ilustrații: XXXIX, 451 p.
Dimensiuni: 155 x 235 x 25 mm
Greutate: 0.68 kg
Ediția:Softcover reprint of the original 1st ed. 2014
Editura: Springer International Publishing
Colecția Springer
Seria Intelligent Systems Reference Library
Locul publicării:Cham, Switzerland
Cuprins
Part I.- Part II Biology-based CI Algorithms.- Part III Physics-based CI Algorithms.- Part V Mathematics-based CI Algorithms.
Recenzii
From the book reviews:
“This book tries to summarize 134 ‘clever’ algorithms that are inspired by scientific processes found in nature. … This book is unique both for its breadth of algorithms as well as its focused attention on computational intelligence. It is a necessary text for anyone interested in exploring the varieties of naturally inspired algorithms.” (Minette Carl, Computing Reviews, September, 2014)
“This book tries to summarize 134 ‘clever’ algorithms that are inspired by scientific processes found in nature. … This book is unique both for its breadth of algorithms as well as its focused attention on computational intelligence. It is a necessary text for anyone interested in exploring the varieties of naturally inspired algorithms.” (Minette Carl, Computing Reviews, September, 2014)
Textul de pe ultima copertă
The present book Innovative Computational Intelligence: A Rough Guide to 134 Clever Algorithms is compilation of recent trends in computational intelligence (CI) research using inspiration from various sources such as biology, physics, chemistry, and mathematics. Innovative CI, unlike its counterparts, i.e., highly developed and refined traditional CI, is a new CI category introduced in the present book. The major notable feature of this book is its innovation and comprehensiveness: 134 new paradigms of CI are covered and most of them are usually spread over a number of unrelated publishing directions. This book is useful to multidisciplinary students including such as aeronautic engineering, mechanical engineering, industrial engineering, electrical and electronic engineering, chemical engineering, computer science, applied mathematics, physics, economy, biology, and social science, particularly those pursuing postgraduate studies in advanced subjects. Moreover, the algorithms introduced in this book can motivate researchers to further develop more efficient and effective algorithms in dealing with many cutting-edge challenges that may sit on the periphery of their present fields of interest. Finally, practitioners can also use the models presented in this book as a starting point to solve and analyse specific real-world problems. The book is carefully written to achieve a good balance between the theoretical depth and the comprehensiveness of the innovative CI paradigms.
Caracteristici
Comprehensive Introduction to Innovative Computational Intelligence Presents new paradigms of Computational Intelligence that have rarely been mentioned before Although structured as a textbook, the book's straightforward, self-contained style appeals to a wide audience of professionals, researchers and independent learners Includes supplementary material: sn.pub/extras