Computational Intelligence: A Methodological Introduction by Christian Moewes, Frank Klawonn, Pascal Held, Rudolf Kruse, Matthias Steinbrecher, Christian Borgelt (Hardcover, 2013)
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.
Product Identifiers
Publisher
Springer London Ltd
ISBN-13
9781447150121
eBay Product ID (ePID)
141532857
Product Key Features
Author
Christian Moewes, Frank Klawonn, Pascal Held, Rudolf Kruse, Matthias Steinbrecher, Christian Borgelt
Publication Name
Computational Intelligence: a Methodological Introduction
Format
Hardcover
Language
English
Subject
Computer Science
Publication Year
2013
Type
Textbook
Number of Pages
504 Pages
Dimensions
Item Height
234mm
Item Width
156mm
Item Weight
913g
Additional Product Features
Title_Author
Frank Klawonn, Rudolf Kruse, Matthias Steinbrecher, Christian Moewes, Christian Borgelt, Pascal Held