Jumat, 14 Januari 2011

[I383.Ebook] Free Ebook Computational Intelligence: A Methodological Introduction (Texts in Computer Science), by Rudolf Kruse, Christian Borgelt, Frank Klawonn,

Free Ebook Computational Intelligence: A Methodological Introduction (Texts in Computer Science), by Rudolf Kruse, Christian Borgelt, Frank Klawonn,

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Computational Intelligence: A Methodological Introduction (Texts in Computer Science), by Rudolf Kruse, Christian Borgelt, Frank Klawonn,

Computational Intelligence: A Methodological Introduction (Texts in Computer Science), by Rudolf Kruse, Christian Borgelt, Frank Klawonn,



Computational Intelligence: A Methodological Introduction (Texts in Computer Science), by Rudolf Kruse, Christian Borgelt, Frank Klawonn,

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Computational Intelligence: A Methodological Introduction (Texts in Computer Science), by Rudolf Kruse, Christian Borgelt, Frank Klawonn,

This clearly-structured, classroom-tested textbook/reference presents a methodical introduction to the field of CI. Providing an authoritative insight into all that is necessary for the successful application of CI methods, the book describes fundamental concepts and their practical implementations, and explains the theoretical background underpinning proposed solutions to common problems. Only a basic knowledge of mathematics is required. Features: provides electronic supplementary material at an associated website, including module descriptions, lecture slides, exercises with solutions, and software tools; contains numerous examples and definitions throughout the text; presents self-contained discussions on artificial neural networks, evolutionary algorithms, fuzzy systems and Bayesian networks; covers the latest approaches, including ant colony optimization and probabilistic graphical models; written by a team of highly-regarded experts in CI, with extensive experience in both academia and industry.

  • Sales Rank: #2796284 in Books
  • Brand: Brand: Springer
  • Published on: 2013-03-28
  • Original language: German
  • Number of items: 1
  • Dimensions: 9.21" h x 1.06" w x 6.14" l, 1.93 pounds
  • Binding: Hardcover
  • 492 pages
Features
  • Used Book in Good Condition

Review

From the reviews:

“This book teaches computational intelligence (CI) in a thorough, methodological manner that is theoretically profound and educationally oriented. … this book is well designed for the independent student who wishes to learn the fundamentals of CI without the need for an instructor. The organization and thorough step-by-step methodology makes it an excellent startup guide for someone who wants to learn CI … . This book is targeted at beginners, students, or professionals who wish to understand CI.” (Mario Antoine Aoun, Computing Reviews, February, 2014)

“The book under review is a textbook that features sub-symbolic approaches developed within the field of Artificial Intelligence … . It can be used as a companion book for lectures, with exercises and slides to be found on the book’s website. With its focus on sub-symbolic approaches, it presents a comprehensive and detailled source of information complementary to other commonly used textbooks in Artificial Intelligence that mostly focus on symbolic approaches.” (Jana K�hler, zbMATH, Vol. 1283, 2014)

“The book is a comprehensive treatise on computational intelligence with a focus on the underlying methodology and algorithms. … The reader can enjoy a comprehensive and systematically arranged exposure of the material. … The references following each chapter can serve as a list of introductory readings on the individual areas of computational intelligence. … the reader gains a good sense of computational intelligence as an important endeavor supporting analysis and synthesis of intelligent systems. … a useful compendium of knowledge for a broad audience.” (Witold Pedrycz, Mathematical Reviews, November, 2013)

From the Back Cover

Computational intelligence (CI) encompasses a range of nature-inspired methods that exhibit intelligent behavior in complex environments.

This clearly-structured, classroom-tested textbook/reference presents a methodical introduction to the field of CI. Providing an authoritative insight into all that is necessary for the successful application of CI methods, the book describes fundamental concepts and their practical implementations, and explains the theoretical background underpinning proposed solutions to common problems. Only a basic knowledge of mathematics is required.

Topics and features:

  • Provides electronic supplementary material at an associated website, including module descriptions, lecture slides, exercises with solutions, and software tools
  • Contains numerous examples and definitions throughout the text
  • Presents self-contained discussions on artificial neural networks, evolutionary algorithms, fuzzy systems and Bayesian networks
  • Covers the latest approaches, including ant colony optimization and probabilistic graphical models
  • Written by a team of highly-regarded experts in CI, with extensive experience in both academia and industry

Students of computer science will find the text a must-read reference for courses on artificial intelligence and intelligent systems. The book is also an ideal self-study resource for researchers and practitioners involved in all areas of CI.

About the Author

Rudolf Kruse is a full professor at the Department of Computer Science of the Otto-von-Guericke University of Magdeburg, Germany, where he leads the working group on computational intelligence. Christian Moewes and Pascal Held are research assistants at the same institution. Christian Borgelt is a principal researcher at the European Centre for Soft Computing, Mieres, Spain. Frank Klawonn is a Professor at the Department of Computer Science of Ostfalia University of Applied Sciences, Wolfenb�ttel, Germany. Matthias Steinbrecher is a member of the SAP Innovation Center, Potsdam, Germany.

Most helpful customer reviews

0 of 4 people found the following review helpful.
Five Stars
By Erick
Great!

0 of 5 people found the following review helpful.
I think this is is a very good book.
By Julia
Great book, complete in contents and very well written.

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Computational Intelligence: A Methodological Introduction (Texts in Computer Science), by Rudolf Kruse, Christian Borgelt, Frank Klawonn, PDF
Computational Intelligence: A Methodological Introduction (Texts in Computer Science), by Rudolf Kruse, Christian Borgelt, Frank Klawonn, PDF

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