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ISBN: 9783540329282

Adaptive business intelligence systems combine prediction and optimization techniques to assist decision makers in complex, rapidly changing environments. These systems address fundamenta… Altro …

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ISBN: 9783540329282

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Michalewicz, Zbigniew, Schmidt, Martin, Michalewicz, Matthew, Chiriac, Constantin:
Adaptive Business Intelligence - copertina rigida, flessible

2006

ISBN: 9783540329282

Springer, Hardcover, Auflage: 2006, 259 Seiten, Publiziert: 2006-11-10T00:00:01Z, Produktgruppe: Book, Hersteller-Nr.: biography, 1.2 kg, Verkaufsrang: 409866, Managers' Guides to Computi… Altro …

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Michalewicz, Zbigniew, Schmidt, Martin, Michalewicz, Matthew, Chiriac, Constantin:
Adaptive Business Intelligence - copertina rigida, flessible

2006, ISBN: 9783540329282

Springer, Hardcover, Auflage: 2006, 259 Seiten, Publiziert: 2006-11-10T00:00:01Z, Produktgruppe: Book, Hersteller-Nr.: biography, 1.2 kg, Verkaufsrang: 409866, Managers' Guides to Computi… Altro …

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Michalewicz, Zbigniew, Schmidt, Martin, Michalewicz, Matthew, Chiriac, Constantin:
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ISBN: 9783540329282

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Adaptive Business Intelligence Zbigniew Michalewicz Author
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ISBN:

9783540329282


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. TOC:Introduction.- Characteristics of Business Problems.- An Extended Example: Cars and Auctions.- Adaptive Business Intelligence.- Predictive Data Mining.- Modern Search Techniques.- Fuzzy Logic.- Neural Networks.- Emergent Technologies, Emergent Behavior.- Combining Various Technologies into One System.- Car Distribution System.- Other Examples.- Conclusions.

Informazioni dettagliate del libro - Adaptive Business Intelligence Zbigniew Michalewicz Author


EAN (ISBN-13): 9783540329282
ISBN (ISBN-10): 3540329285
Copertina rigida
Copertina flessibile
Anno di pubblicazione: 2006
Editore: Springer Berlin Heidelberg Core >2 >T

Libro nella banca dati dal 2007-06-05T23:28:05+02:00 (Zurich)
Pagina di dettaglio ultima modifica in 2024-01-31T14:41:54+01:00 (Zurich)
ISBN/EAN: 9783540329282

ISBN - Stili di scrittura alternativi:
3-540-32928-5, 978-3-540-32928-2
Stili di scrittura alternativi e concetti di ricerca simili:
Autore del libro : zbigniew, schmidt martin, michale, constant mic, leo constantin
Titolo del libro: adaptive business intelligence, adap, adapt, zbigniew

Dati dell'editore

Autore: Zbigniew Michalewicz
Titolo: Adaptive Business Intelligence
Editore: Springer; Springer Berlin
246 Pagine
Anno di pubblicazione: 2006-11-10
Berlin; Heidelberg; DE
Lingua: Inglese
71,49 € (DE)

BB; Hardcover, Softcover / Informatik, EDV/Informatik; Künstliche Intelligenz; Verstehen; Wirtschaft; 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; optimization; programming; Artificial Intelligence; IT in Business; Operations Research and Decision Theory; Computer and Information Systems Applications; Data Mining and Knowledge Discovery; Wirtschaftsmathematik und -informatik, IT-Management; Unternehmensanwendungen; Unternehmensforschung; Management: Entscheidungstheorie; Angewandte Informatik; Data Mining; Wissensbasierte Systeme, Expertensysteme; BC

Complex Business Problems.- Characteristics of Complex Business Problems.- An Extended Example: Car Distribution.- Adaptive Business Intelligence.- Prediction and Optimization.- Prediction Methods and Models.- Modern Optimization Techniques.- Fuzzy Logic.- Artificial Neural Networks.- Other Methods and Techniques.- Adaptive Business Intelligence.- Hybrid Systems and Adaptability.- Car Distribution System.- Applying Adaptive Business Intelligence.- Conclusions.
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