Soft Computing and its Applications in Business and Economics (Studies in Fuzziness and Soft Computing, 157)

Aliev, Rafik Aziz; Fazlollahi, Bijan; Aliev, Rashad Rafik

ISBN 10: 3540221387 / ISBN 13: 9783540221388

Editore: Springer, 2004

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Titolo: Soft Computing and its Applications in ...

Casa editrice: Springer

Data di pubblicazione: 2004

Legatura: Rilegato

Condizione: New

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Riassunto:

"Soft Computing and its Applications in Business and Economics," or SC-BE for short, is a work whose importance is hard to exaggerate. Authored by leading contributors to soft computing and its applications, SC-BE is a sequel to an earlier book by Professors R. A. Aliev and R. R. Aliev, "Soft Computing and Its Applications," World Scientific, 200l. SC-BE is a self-contained exposition of the foundations of soft computing, and presents a vast compendium of its applications to business, finance, decision analysis and economics. One cannot but be greatly impressed by the wide variety of applications - applications ranging from use of fuzzy logic in transportation and health case systems, to use of a neuro-fuzzy approach to modeling of credit risk in trading, and application of soft computing to e-commerce. To view the contents of SC-BE in a clearer perspective, a bit of history is in order. In science, as in other realms of human activity, there is a tendency to be nationalistic - to commit oneself to a particular methodology and relegate to a position of inferiority or irrelevance all alternative methodologies. As we move further into the age of machine intelligence and automated reasoning, we run into more and more problems which do not lend themselves to solution through the use of our favorite methodology.

Dalla quarta di copertina:

This monograph provides a self-contained exposition of the foundations of soft computing, and presents a vast compendium of its applications to business, finance, decision analysis and economics.

It is the first book on applications of soft computing - based hybrid methods combining fuzzy logic, neuro-computing, evolutionary computing, probabilistic computing and chaotic computing in functional areas of business and economics. The applications range from transportation and health case systems to intelligent stock market prediction, risk management systems, and e-commerce.

This book is a valuable aid to anyone considering the application of Soft Computing theory and technology to real problems of business and economics and can be used as a basic text for introducing business managers, scientists, teachers and students to Soft Computing technology, enabling them to initiate projects and make applications.