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Optimization and Control for Systems in the Big-Data Era : Theory and Applications /

This book focuses on optimal control and systems engineering in the big data era. It examines the scientific innovations in optimization, control and resilience management that can be applied to further success. In both business operations and engineering applications, there are huge amounts of data...

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Bibliographic Details
Corporate Authors: SpringerLink Online service
Group Author: Choi, Tsan-Ming; Gao, Jianjun; Lambert, James H; Ng, Chi-Kong; Wang, Jun
Published: Springer International Publishing : Imprint: Springer,
Publisher Address: Cham :
Publication Dates: 2017.
Literature type: eBook
Language: English
Series: International Series in Operations Research & Management Science, 252
Subjects:
Business
Operations research
Decision making
Mathematical optimization
Business and Management
Operation Research/Decision Theory
Optimization
Information Systems Applications incl. Internet
Online Access: http://dx.doi.org/10.1007/978-3-319-53518-0
Summary: This book focuses on optimal control and systems engineering in the big data era. It examines the scientific innovations in optimization, control and resilience management that can be applied to further success. In both business operations and engineering applications, there are huge amounts of data that can overwhelm computing resources of large-scale systems. This big data provides new opportunities to improve decision making and addresses risk for individuals as well in organizations. While utilizing data smartly can enhance decision making, how to use and incorporate data into the decisi
Carrier Form: 1 online resource (X, 280 pages): illustrations.
ISBN: 9783319535180
Index Number: HD30
CLC: C934
Contents: Preface -- 1. Optimization and Control for Systems in the Big-Data Era: An Introduction -- - Tsan-Ming Choi, Jianjun Gao, James H. Lambert, Chi-Kong Ng, Jun Wang -- Part I: Reviews on Optimization and Control Theories -- 2. Dual Control in Big Data Era: An Overview -- - Peilin Fu -- 3. Time Inconsistency and Self Control Optimization Problems: Progress and Challenges -- - Yun Shi, Xiangyu Cui -- 4. Quadratic Convex Reformulations for Integer and Mixed-Integer Quadratic Programs -- - Baiyi Wu, Rujun Jiang -- Part II: Reviews on Optimization and Control Applications -- 5. Measurements of Finan

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