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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.
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.
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