Soft Computing Approaches in Chemistry

Soft Computing Approaches in Chemistry

AngličtinaMäkká väzbaTlač na objednávku
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
EAN: 9783642535079
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Podrobné informácie

The contributions to this book cover a wide range of applications of Soft Computing to the chemical domain. The early roots of Soft Computing can be traced back to Lotfi Zadeh's work on soft data analysis [1] published in 1981. 'Soft Computing' itself became fully established about 10 years later, when the Berkeley Initiative in Soft Computing (SISC), an industrial liaison program, was put in place at the University of California - Berkeley. Soft Computing applications are characterized by their ability to: • approximate many different kinds of real-world systems; • tolerate imprecision, partial truth, and uncertainty; and • learn from their environment. Such characteristics commonly lead to a better ability to match reality than other approaches can provide, generating solutions of low cost, high robustness, and tractability. Zadeh has argued that soft computing provides a solid foundation for the conception, design, and application of intelligent systems employing its methodologies symbiotically rather than in isolation. There exists an implicit commitment to take advantage of the fusion of the various methodologies, since such a fusion can lead to combinations that may provide performance well beyond that offered by any single technique.
EAN 9783642535079
ISBN 3642535070
Typ produktu Mäkká väzba
Vydavateľ Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Dátum vydania 20. júla 2012
Stránky 320
Jazyk English
Rozmery 235 x 155
Krajina Germany
Čitatelia Professional & Scholarly
Ilustrácie X, 320 p. 73 illus.
Editori Cartwright Hugh M.; Sztandera Les M.
Edícia Softcover reprint of the original 1st ed. 2003
Séria Studies in Fuzziness and Soft Computing