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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References
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)
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Kruse, R., Borgelt, C., Braune, C., Mostaghim, S., Steinbrecher, M. (2016). Introduction to Computational Intelligence. In: Computational Intelligence. Texts in Computer Science. Springer, London. https://doi.org/10.1007/978-1-4471-7296-3_1
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DOI: https://doi.org/10.1007/978-1-4471-7296-3_1
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