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Titlebook: Optimization and Control for Systems in the Big-Data Era; Theory and Applicati Tsan-Ming Choi,Jianjun Gao,Jun Wang Book 2017 Springer Inter

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发表于 2025-3-21 18:31:49 | 显示全部楼层 |阅读模式
书目名称Optimization and Control for Systems in the Big-Data Era
副标题Theory and Applicati
编辑Tsan-Ming Choi,Jianjun Gao,Jun Wang
视频video
概述Focuses on big data in optimal control and systems engineering and how big data can provide new opportunities to improve decision making.Offers a well-balanced set of chapters that span theoretical re
丛书名称International Series in Operations Research & Management Science
图书封面Titlebook: Optimization and Control for Systems in the Big-Data Era; Theory and Applicati Tsan-Ming Choi,Jianjun Gao,Jun Wang Book 2017 Springer Inter
描述.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. T
出版日期Book 2017
关键词Big Data; Data-Driven Optimal Control Applications; Optimal Control; Optimization; Risk Analysis; Systems
版次1
doihttps://doi.org/10.1007/978-3-319-53518-0
isbn_softcover978-3-319-85171-6
isbn_ebook978-3-319-53518-0Series ISSN 0884-8289 Series E-ISSN 2214-7934
issn_series 0884-8289
copyrightSpringer International Publishing AG 2017
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发表于 2025-3-21 23:07:08 | 显示全部楼层
Quadratic Convex Reformulations for Integer and Mixed-Integer Quadratic Programs MIQCQP problems with simpler structures first and then generalize it step by step such that it can be applied to general MIQCQP problems. We also cover the recent extension of QCR on semi-continuous quadratic programming problems.
发表于 2025-3-22 00:38:50 | 显示全部楼层
Quick Response Fashion Supply Chains in the Big Data Eraects the expected values of quick response for the fashion supply chain, the fashion retailer, and the fashion manufacturer. Then, we analytically how the robust win–win coordination can be achieved in the quick response fashion supply chain using the commonly seen wholesale pricing markdown contract. Insights are generated.
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Measurements of Financial Contagion: A Primary Review from the Perspective of Structural Breaklications. The emerging “Big Data” technology might be helpful to refine both the research and the practice of risk management relevant to financial contagion in model specification and information acquisition.
发表于 2025-3-22 20:32:31 | 显示全部楼层
A Review of Modern Cryptography: From the World War II Era to the Big-Data Eraal cryptosystems, i.e., the Merkle–Hellman knapsack cryptosystem, and the subset sum problem (SSP)-based cryptosystem to present the mechanisms in encryption and decryption processes. Apart from being a brief survey, this chapter is also intended as an entry point to guide readers to this interesting and important field.
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0884-8289 ers a well-balanced set of chapters that span theoretical re.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
发表于 2025-3-23 06:46:40 | 显示全部楼层
Time Inconsistency and Self-Control Optimization Problems: Progress and Challengesled the self-control problem, as the decision maker needs to exert proper self-control to resist present temptation and then achieve a better long-term performance. Different approaches dealing with time inconsistency in the literature are reviewed in this paper. After that, the open questions and challenges are also discussed.
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