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Produktbild: Innovative Computational Intelligence: A Rough Guide to 134 Clever Algorithms
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Innovative Computational Intelligence: A Rough Guide to 134 Clever Algorithms

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Beschreibung

The first notable feature of this book is its innovation : Computational intelligence (CI), a fast evolving area, is currently attracting lots of researchers’ attention in dealing with many complex problems. At present, there are quite a lot competing books existing in the market. Nevertheless, the...

Beschreibung

The first notable feature of this book is its
innovation
: Computational intelligence (CI), a fast evolving area, is currently attracting lots of researchers’ attention in dealing with many complex problems. At present, there are quite a lot competing books existing in the market. Nevertheless, the present book is markedly different from the existing books in that it presents
new paradigms of CI
that have rarely mentioned before, as opposed to the traditional CI techniques or methodologies employed in other books. During the past decade, a number of new CI algorithms are proposed. Unfortunately, they spread in a number of unrelated publishing directions which may hamper the use of such published resources. These provide us with motivation to analyze the existing research for categorizing and synthesizing it in a meaningful manner. The mission of this book is really important since those algorithms are going to be a new revolution in computer science. We hope it will stimulate the readers to make novel contributions or even start a new paradigm based on nature phenomena. Although structured as a textbook, the book's straightforward, self-contained style will also appeal to a wide audience of professionals, researchers and independent learners. We believe that the book will be instrumental in initiating an integrated approach to complex problems by allowing cross-fertilization of design principles from different design philosophies.

The second feature of this book is its
comprehensiveness
: Through an extensive literature research, there are 134 innovative CI algorithms covered in this book.

Rezension

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)

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

27.08.2016

Abbildungen

XXXIX, 451 p.

Verlag Springer

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

27.08.2016

Abbildungen

XXXIX, 451 p.

Verlag Springer
Seitenzahl

451

Maße (L/B/H)

23,5/15,5/2,7 cm

Gewicht

739 g

Auflage

Softcover reprint of the original 1st ed. 2014

Sprache

Englisch

ISBN

978-3-319-34930-5

Herstelleradresse

Springer-Verlag KG
Sachsenplatz 4-6
1201 Wien
AT

Email: ProductSafety@springernature.com

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  • Produktbild: Innovative Computational Intelligence: A Rough Guide to 134 Clever Algorithms
  • Part I.- Part II Biology-based CI Algorithms.- Part III Physics-based CI Algorithms.- Part V Mathematics-based CI Algorithms.