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Part of the International Series in Operations Research & Management Science Series
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 decision making framework remains a challenging topic. Ultimately the chapters in this book present new models and frameworks to help overcome this obstacle. Optimization and Control for Systems in the Big-Data Era: Theory and Applications is divided into five parts. Part I offers reviews on optimization and control theories, and Part II examines the optimization and control applications. Part III provides novel insights and new findings in the area of financial optimization analysis. The chapters in Part IV deal with operations analysis, covering flow-shop operations and quick response systems. The book concludes with final remarks and a look to the future of big data related optimization and control problems.
|Publication date:||12th May 2017|
|Publisher:||Springer International Publishing AG|
|Categories:||Operational research, Optimization, Information retrieval,|
Tsan-Ming Choi (Jason) is currently Professor of Fashion Business at The Hong Kong Polytechnic University. Over the past ten years, he has actively participated in a variety of research projects on supply chain management and applied optimization for fashion business operations. He has authored/edited fifteen research handbooks. He has published extensively in leading journals such as Annals of Operations Research, Automatica, Decision Support Systems, European Journal of Operational Research, IEEE Transactions on Automatic Control, IEEE Transactions on Engineering Management, IEEE Transactions on Industrial Informatics, Naval Research Logistics, Production and Operations Management, Service Science, Transportation Research - Part E, etc. ...More About Tsan-Ming Choi