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Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System

Download or Read eBook Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System PDF written by Qing Duan and published by Springer. This book was released on 2015-06-13 with total page 165 pages. Available in PDF, EPUB and Kindle.
Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System
Author :
Publisher : Springer
Total Pages : 165
Release :
ISBN-10 : 9783319187389
ISBN-13 : 3319187384
Rating : 4/5 (89 Downloads)

Book Synopsis Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System by : Qing Duan

Book excerpt: 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 reconfigurability-based fault tolerance, as well as to obtain data-driven recommendations for effective decision-making.


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