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Adaptive Business Intelligence
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Adaptive Business Intelligence Hardcover - 2006

by Zbigniew Michalewicz; Martin Schmidt; Matthew Michalewicz


From the publisher

Adaptive business intelligence systems combine prediction and optimization techniques to assist decision makers in complex, rapidly changing environments. These systems address the fundamental questions: What is likely to happen in the future? What is the best course of action? Adaptive Business Intelligence includes elements of data mining, predictive modeling, forecasting, optimization, and adaptability. This book explains the science and application of numerous prediction and optimization techniques, as well as how these concepts can be used to develop adaptive systems. The techniques covered include 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. This book is ideal for business and IT managers, for nonspecialists who wish to understand the science behind better predictions and decisions, and for students and researchers who desire a quick introduction to this field.

Details

  • Title Adaptive Business Intelligence
  • Author Zbigniew Michalewicz; Martin Schmidt; Matthew Michalewicz
  • Binding Hardcover
  • Edition 1st
  • Pages 246
  • Volumes 1
  • Language ENG
  • Publisher Springer, -
  • Date 2006-11-10
  • Illustrated Yes
  • ISBN 9783540329282 / 3540329285
  • Weight 1.26 lbs (0.57 kg)
  • Dimensions 9.44 x 6.38 x 0.7 in (23.98 x 16.21 x 1.78 cm)
  • Library of Congress Catalog Number 2006930103
  • Dewey Decimal Code 004
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Adaptive Business Intelligence
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Adaptive Business Intelligence

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Adaptive Business Intelligence
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Adaptive Business Intelligence

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