Computational Intelligence

Name: Computational Intelligence
SKU: 23806416
Price: 197.99 AUD
Availability: InStock

A Methodological Introduction

By:

Format:

Paperback / softback

Series:

Texts in Computer Science

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Description

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.

Author Biography:

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, Wolfenbuttel, Germany. Matthias Steinbrecher is a member of the SAP Innovation Center, Potsdam, Germany.

Release date Australia

January 31st, 2013

Author

Audience

Undergraduate

Country of Publication

United Kingdom

Edition

2013 ed.

Illustrations

46 black & white tables, biography

Imprint

Springer London Ltd

Pages

492

Publisher

Springer London Ltd

Series

Texts in Computer Science

Dimensions

155x235x26

ISBN-13

9781447158493

Product ID

23806416

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