Adaptive Business Intelligence
| Autor: | Zbigniew Michalewicz, Martin Schmidt, Matthew Michalewicz, Constantin Chiriac |
|---|---|
| EAN: | 9783540329299 |
| eBook Format: | |
| Sprache: | Englisch |
| Produktart: | eBook |
| Veröffentlichungsdatum: | 02.12.2006 |
| Kategorie: | |
| Schlagworte: | Adaptive business intelligence Bioinspired computing Business Intelligence Commercial applications Fuzzy Heuristics Prediction Soft computing artificial intelligence artificial neural network data mining fuzzy systems genetic programming |
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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.