Adaptive Business Intelligence

1st ed. Softcover of orig. ed. 2006

by Constantin Chiriac , Martin Schmidt , Matthew Michalewicz , Zbigniew Michalewicz

Book Details

Format Paperback / Softback

ISBN-10 3642069487

ISBN-13 9783642069482

Edition 1st ed. Softcover of orig. ed. 2006

Publisher Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Imprint Springer-Verlag Berlin and Heidelberg GmbH & Co. K

Country of Manufacture DE

Country of Publication GB

Publication Date Oct 14th, 2010

Print length 246 Pages

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Ksh 7,200.00

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Adaptive business intelligence systems combine prediction and optimization techniques to assist decision makers in complex, rapidly changing environments. This book explains the science and application of numerous prediction and optimization techniques, and shows how they can be used to develop adaptive systems.

Adaptive business intelligence systems combine prediction and optimization techniques to assist decision makers in complex, rapidly changing environments. These systems address fundamental questions: What is likely to happen in the future? What is the best course of action? Adaptive Business Intelligence explores elements of data mining, predictive modeling, forecasting, optimization, and adaptability. The book explains the application of numerous prediction and optimization techniques, and shows how these concepts can be used to develop adaptive systems. Coverage includes linear regression, time-series forecasting, decision trees and tables, artificial neural networks, genetic programming, fuzzy systems, genetic algorithms, simulated annealing, tabu search, ant systems, and agent-based modeling.

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