Qing Duan

(Author)

Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System (2015)Hardcover - 2015, 29 June 2015

Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System (2015)
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Print Length
160 pages
Language
English
Publisher
Springer
Date Published
29 Jun 2015
ISBN-10
3319187376
ISBN-13
9783319187372

Description

This book provides a comprehensive set of optimization and prediction techniques for an enterprise information system. Readers with a background in operations research, system engineering, statistics, or data analytics can use this book as a reference to derive insight from data and use this knowledge as guidance for production management. The authors identify the key challenges in enterprise information management and present results that have emerged from leading-edge research in this domain. Coverage includes topics ranging from task scheduling and resource allocation, to workflow optimization, process time and status prediction, order admission policies optimization, and enterprise service-level performance analysis and prediction. With its emphasis on the above topics, this book provides an in-depth look at enterprise information management solutions that are needed for greater automation and reconfigurabilty-based fault tolerance, as well as to obtain data-driven recommendations for effective decision-making.

Product Details

Authors:
Qing DuanKrishnendu ChakrabartyJun Zeng
Book Edition:
2015
Book Format:
Hardcover
Country of Origin:
NL
Date Published:
29 June 2015
Dimensions:
23.39 x 15.6 x 1.12 cm
ISBN-10:
3319187376
ISBN-13:
9783319187372
Language:
English
Location:
Cham
Pages:
160
Publisher:
Weight:
421.84 gm

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