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Published in:
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2016 | OriginalPaper | Chapter

1. Introduction to Computational Intelligence

Authors : Rudolf Kruse, Christian Borgelt, Christian Braune, Sanaz Mostaghim, Matthias Steinbrecher

Published in: Computational Intelligence

Publisher: Springer London

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Abstract

Complex problem settings in widely differing technical, commercial, and financial fields evoke an increasing need for computer applications that must show “intelligent behavior.” These applications are desired to support decision-making, to control processes, to recognize and interpret patterns, or to maneuver vehicles or robots autonomously in unknown environments. Novel approaches, methods, tools and programming environments have been developed to accomplish such tasks.

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next chapter Introduction to Neural Networks
Literature
C. Borgelt, M. Steinbrecher, R. Kruse, Graphical Models: Representations for Learning, Reasoning and Data Mining, 2nd edn. (Wiley, Chichester, United Kingdom, 2009)
M. Dorigo, T. Stützle, Ant Colony Optimization (MIT Press, Cambridge, MA, USA, 2004)
S.O. Haykin, Neural Networks and Learning Machines, 3rd edn. (Prentice Hall, Upper Saddle River, NJ, USA, 2008)
E. Hüllermeier, R. Kruse, F. Hoffmann (eds.), Computational Intelligence for Knowledge-Based Systems Design (Springer, Berlin/Heidelberg, Germany, 2010)
J. Kacprzyk, W. Pedrycz (eds.), Springer Handbook of Computational Intelligence (Springer, Berlin/Heidelberg, Germany, 2015)
U.B. Kjaerulff, A.L. Madsen, Bayesian Networks and Influence Diagrams (Springer, Berlin, 2008)
R. Kruse, J. Gebhardt, F. Klawonn, Foundations of Fuzzy Systems (Wiley, Chichester, United Kingdom, 1994)
K. Michels, F. Klawonn, R. Kruse, A. Nürnberger, Fuzzy Control: Fundamentals, Stability and Design of Fuzzy Controllers (Springer, Berlin/Heidelberg, Germany, 2006)
G. Rozenberg, T. Bäck, J.N. Kok (eds.), Handbook of Natural Computing, Section III: Evolutionary Computation (Springer, Berlin/Heidelberg, Germany, 2012)
S.J. Russell, P. Norvig, Artificial Intelligence – A Modern Approach, 3rd edn. (Prentice Hall, Upper Saddle River, NJ, USA, 2009)
Metadata
Title
Introduction to Computational Intelligence
Authors
Rudolf Kruse
Christian Borgelt
Christian Braune
Sanaz Mostaghim
Matthias Steinbrecher
Copyright Year
2016
Publisher
Springer London
Book
Computational Intelligence

Print ISBN: 978-1-4471-7294-9

Electronic ISBN: 978-1-4471-7296-3

Copyright Year: 2016

DOI
https://doi.org/10.1007/978-1-4471-7296-3_1

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