Summary
This introduction aims at helping newcomers to the field of computational intelligence (CI) to understand the scope of CI, to learn about its brief history, and to glimpse neighboring fields, be they well established already or still emerging from within the living system called science.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
J. T. Alander. An Indexed Bibliography of Genetic Algorithms: Years 1957–1993. Art of CAD Ltd., Espoo, Finland, 1994.
T. Bäck, D. B. Fogel, and Z. Michalewicz, editors. Handbook of Evolutionary Computation. Oxford University Press, New York, and Institute of Physics Publishing, Bristol, 1997.
J. C. Bezdek. What is computational intelligence? In Zurada et al. [37], pages 1–12.
J. C. Bezdek. Computational intelligence and edge detection. ln A. Grauel, W. Becker, and F. Belli, editors, Fuzzy-Neuro-Systeme ‘87 - Computational Intelligence, Proceedings in Artificial Intelligence, pages 1–31. infix-Verlag, Sankt Augustin, 1997.
J. Biethahn and V. Nissen. Evolutionary Algorithms in Management Applications. Springer, Berlin, 1995.
B. G. Buchanan and E. H. Shortcliff. Rule Based Expert Systems: The MYCIN Experiments of the Stanford Heuristic Programming Project. Addison-Wesley, Reading, MA, 1985.
V. Claus and A. Schwill, editors. Duden Informatik. Dudenverlag, Mannheim, 3rd edition, 2001.
D. C. Dennett. Darwin’s Dangerous Idea. Simon & Schuster, New York, 1995.
E. Fiesler and R. Beale, editors. Handbook of Neural Computation. Oxford University Press, New York, and Institute of Physics Publishing, Bristol, 1997.
D. B. Fogel. Evolutionary Computation: Toward a New Philosophy of Machine Intelligence. IEEE Press, New York, 1995.
L. J. Fogel. Autonomous automata. Industrial Research, 4: 14–19, 1962.
L. J. Fogel, A. J. Owens, and M. J. Walsh. Artificial Intelligence Through Simulated Evolution. Wiley, New York, 1966.
D. E. Goldberg. Genetic algorithms and rule learning in dynamic system control. In J. J. Grefenstette, editor, Proceedings First International Conference Genetic Algorithms and Their Applications, pages 8–15. Lawrence Erlbaum, Hillsdale, NJ, 1985.
D. E. Goldberg. Genetic Algorithms in Search, Optimization and Machine Learning. Addison-Wesley, Reading, MA, 1989.
M. M. Gupta and T. Yamakawa, editors. Fuzzy Computing: Theory, Hardware and Applications. Elsevier, Amsterdam, 1988.
F. Hayes-Roth, D. A. Waterman, and D. B. Lenat, editors. Building Expert Systems. Addison-Wesley, Reading, MA, 1983.
K. Hirota. Industrial Applications of Fuzzy Technology. Springer, Tokyo, 1993.
J. H. Holland. Outline for a logical theory of adaptive systems. Journal of the ACM, 3: 297–314, 1962.
J. H. Holland. Adaptation in Natural and Artificial Systems. The University of Michigan Press, Ann Arbor, MI, 1975.
L. P. Holmblad and J. J. Cstergaard. Control of a cement kiln by fuzzy logic. In M. M. Gupta and E. Sanchez, editors, Approximate Reasoning in Decision Analysis, pages 389–400. North-Holland, Amsterdam, 1982.
J. J. Hopfield. Neural networks and physical systems with emergent collective computational abilities. Proceedings National Academy of Science, 79: 2554 2558, 1982.
C. C. Klimaskausas, editor. The 1989 Neuro-Computing Bibliography. MIT Press, Cambridge, MA, 1989.
T. Kohonen, M. Shozakai, J. Kangas, and O. Venta. Microprocessor implementation of a large vocabulary speech recognizer and phonetic typewriter for Finnish and Japanese. In J. A. Laver and M. A. Jack, editors, Proceedings European Conference on Speech Technology, pages 377–380. CEP Consultants, Edinburgh, 1987.
R. K. Lindsay, B. G. Buchanan, E. A. Feigenbaum, and J. Lederberg. Applications of Artificial Intelligence for Organic Chemistry: The DENDRAL Project. McGraw-Hill, New York, 1980.
M. Minsky and S. Papert. Perceptrons. MIT Press, Cambridge MA, 1969.
I. Rechenberg. Cybernetic solution path of an experimental problem. Royal Aircraft Establishment, Library translation No. 1122, Farnborough, Hants., U.K., August 1965.
I. Rechenberg. Evolutionsstrategie: Optimierung technischer Systeme nach Prinzipien der biologischen Evolution. Dr.-Ing. Dissertation, Technical University of Berlin, 1971.
F. Rosenblatt. The perceptron: A probabilistic model for information storage and organization in the brain. Psychological Review, 65 (6): 386–408, 1958.
D. E. Rumelhart and J. L. McClelland. Parallel Distributed Processing - Explorations in the Microstructure of Cognition, volume 1: Foundations. MIT Press, Cambridge, MA, 1986.
E. H. Ruspini, P. P. Bonissone, and W. Pedrycz, editors. Handbook of Fuzzy Computation. Institute of Physics Publishing, Bristol, 1998.
-P. Schwefel. Experimentelle Optimierung einer Zweiphasendüse Teil I. Technical Report No. 35 of the Project MHD-Staustrahlrohr 11.034/68, AEG Research Institute, Berlin, October 1968.
H.-P. Schwefel. Evolutionsstrategie und numerische Optimierung. Dr.-Ing. Dissertation, Technical University of Berlin, May 1975.
H.-P. Schwefel. Parallel problem solving from nature. In A. Kent and J. G. Williams, editors, Encyclopedia of Computer Science and Technology, volume 37, supplement 22, pages 225–246. Marcel Dekker, New York, 1997.
T. J. Sejnowski and C. R. Rosenberg. Parallel networks that learn to pronounce English text. Complex Systems, 1: 145–168, 1987.
M. Sugeno. Industrial Applications of Fuzzy Control. North-Holland, Amsterdam, 1985.
L. A. Zadeh. Fuzzy sets. Information and Control, 8: 338–353, 1965.
J. M. Zurada, R. J. Marks II, and C. J. Robinson, editors. Computational Intelligence: Imitating Life. IEEE Press, New York, 1994.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2003 Springer-Verlag Berlin Heidelberg
About this chapter
Cite this chapter
Hammel, U., Naujoks, B., Schwefel, HP. (2003). Introduction. In: Schwefel, HP., Wegener, I., Weinert, K. (eds) Advances in Computational Intelligence. Natural Computing Series. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-05609-7_1
Download citation
DOI: https://doi.org/10.1007/978-3-662-05609-7_1
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-07758-6
Online ISBN: 978-3-662-05609-7
eBook Packages: Springer Book Archive