Adaptive Business Intelligence,9783642069482

Adaptive Business Intelligence

by ; ; ;
ISBN13: 9783642069482
ISBN10: 3642069487
Format: Paperback
Pub. Date: 2007-01-30
Publisher(s): Springer Verlag
List Price: $73.49

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Summary

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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