Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System
tarafından
 
Duan, Qing. author.

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

Yazar
Duan, Qing. author.

ISBN
9783319187389

Yazar
Duan, Qing. author.

Fiziksel Niteleme
XII, 160 p. 76 illus., 47 illus. in color. online resource.

İçindekiler
Introduction -- Production Simulation Platform -- Production Workflow Optimizations -- Predictions of Process-Execution Time and Process-Execution Status -- Optimization of Order-Admission Policies -- Conclusion.

Özet
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.

Konu Başlığı
Engineering.
 
Information storage and retrieval.
 
Electrical engineering.
 
Electronic circuits.
 
Communications Engineering, Networks.
 
Circuits and Systems.

Yazar Ek Girişi
Chakrabarty, Krishnendu.
 
Zeng, Jun.

Ek Kurum Yazar
SpringerLink (Online service)

Elektronik Erişim
http://dx.doi.org/10.1007/978-3-319-18738-9


Materyal TürüBarkodYer NumarasıDurumu/İade Tarihi
Electronic Book22852-1001TK1 -9971Springer E-Book Collection