Computational intelligence : a methodological introduction

The Resource Computational intelligence : a methodological introduction
Label
Computational intelligence : a methodological introduction
Title remainder
a methodological introduction
Statement of responsibility
Rudolf Kruse, Christian Borgelt, Frank Klawonn, Christian Moewes, Matthias Steinbrecher, Pascal Held
Contributor
Editor
Subject
Language
eng
Summary
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 toolsContains numerous examples and definitions throughout the textPresents self-contained discussions on artificial neural networks, evolutionary algorithms, fuzzy systems and Bayesian networksCovers the latest approaches, including ant colony optimization and probabilistic graphical modelsWritten by a team of highly-regarded experts in CI, with extensive experience in both academia and industryStudents 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
Member of
Cataloging source
GW5XE
Dewey number
006.3
Illustrations
illustrations
Index
index present
Language note
English
LC call number
Q342
LC item number
.C66 2013eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Texts in computer science,
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