Erweiterte
Suche ›

Adaptive Business Intelligence

Springer Berlin,
Buch
53,49 € Lieferbar in 5-7 Tagen
Dieses Produkt ist auch verfügbar als:

Kurzbeschreibung

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.

Details
Schlagworte
Hauptbeschreibung

Titel: Adaptive Business Intelligence
Autoren/Herausgeber: Zbigniew Michalewicz, Martin Schmidt, Matthew Michalewicz, Constantin Chiriac
Ausgabe: Softcover reprint of hardcover 1st ed. 2006

ISBN/EAN: 9783642069482

Seitenzahl: 246
Format: 23,5 x 15,5 cm
Produktform: Taschenbuch/Softcover
Gewicht: 403 g
Sprache: Englisch

In the modern information era, managers must recognize the competitive opportunities represented by decision-support tools. 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? And what is the best decision right now? Adaptive Business Intelligence includes elements of data mining, predictive modeling, forecasting, optimization, and adaptability.
The authors have considerable academic research backgrounds in artificial intelligence and related fields, combined with years of practical consulting experience in businesses and industries worldwide. In this book they explain 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 suitable for business and IT managers who make decisions in complex industrial and service environments, nonspecialists who want to understand the science behind better predictions and decisions, and students and researchers who need a quick introduction to this field.

buchhandel.de - Newsletter
Möchten Sie sich für den Newsletter anmelden?


Bitte geben Sie eine gültige E-Mail-Adresse ein.
Lieber nicht