Simulation-Optimization for Business Decision Support in a Global Specialty Chemicals Enterprise

机译：全球特种化学品企业中业务决策支持的仿真优化

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To tap on the vast business opportunities offered by globalization, companies arernincreasingly shifting from single-site manufacturing to multi-site enterprise operation.rnThis results in a more complex supply chain structure, involving numerous entities inrndifferent locations with intricate dynamics. The optimization of such systems is notrnamenable to mathematical programming approaches. In this paper, we propose arnsimulation-optimization framework for business decision support in a global specialtyrnchemicals enterprise. A dynamic simulation model is used to capture the behavior of thernentities, their interactions, the various uncertainties, and the resulting dynamics.rnOptimization is done by coupling simulation with a non-dominated sorting geneticrnalgorithm, implemented in a parallel computing environment for computationalrnefficiency. The application of the proposed approach for business decision support arerndemonstrated in two case studies.

机译：为了利用全球化提供的巨大商机，公司越来越多地从单站点制造转移到多站点企业运营。这导致供应链结构更加复杂，涉及众多实体，在不同地点具有复杂的动态。这样的系统的优化对于数学编程方法是不明显的。在本文中，我们提出了一种用于全球特种化学品企业的业务决策支持的仿真优化框架。使用动态仿真模型来捕获频率的行为，它们的相互作用，各种不确定性以及由此产生的动力学。通过将模拟与非支配排序遗传算法相结合来实现优化，并在并行计算环境中实现该算法以提高计算效率。在两个案例研究中演示了所提出的方法在业务决策支持中的应用。

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来源
《ESCAPE-20;European symposium on computer aided process engineering》|2010年|p.133-138|共6页
会议地点 Ischia(IT);Ischia(IT)
作者
Jia Hui Tan; Arief Adhitya; Rajagopalan Srinivasan;
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作者单位

Department of Chemical and Biomolecular Engineering, National University ofrnSingapore, 4 Engineering Drive 4, Singapore 117576, Singapore;

rnInstitute of Chemical and Engineering Sciences, A*STAR (Agency for Science,rnTechnology and Research), 1 Pesek Road, Jurong Island, Singapore 627833, Singapore;

rnDepartment of Chemical and Biomolecular Engineering, National University ofrnSingapore, 4 Engineering Drive 4, Singapore 117576, SingaporernInstitute of Chemical and Engineering Sciences, A*STAR (Agency for Science,rnTechnology and Research), 1 Pesek Road, Jurong Island, Singapore 627833, Singapore chergs@nus.edu.sg;

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会议组织
原文格式 PDF
正文语种 eng
中图分类信息处理（信息加工）;
关键词
dynamic simulation; optimization; NSGA-II; multi-site; specialty chemicals;

机译：动态仿真;优化; NSGA-II;多站点;特种化学品;

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机译：CIMOSA：虚拟企业中知识管理和决策支持的业务流程模型
2. Toward an IT investment decision support model for global enterprises [J] . Patrick Shicheng Chen, David C. Yen, Shu-Chiung Lin, Computer standards & interfaces . 2018,第AUGa期

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3. DKSH appoints new Head for global specialty chemicals business [J] . Phaenomen Farbe Group Phaenomen Farbe . 2011,第2期

机译：大昌华嘉任命新的全球特种化学品业务负责人
4. Simulation-Optimization for Business Decision Support in a Global Specialty Chemicals Enterprise [C] . Jia Hui Tan, Arief Adhitya, Rajagopalan Srinivasan ESCAPE-20 . 2010

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5. THE USE OF ACCOUNTING INFORMATION IN STRUCTURING DECISION MAKING AND THE MANAGEMENT OF STATE CONTROLLED BUSINESS ENTERPRISES IN GHANA: ACCOUNTING AND ECONOMIC DEVELOPMENT REVISITED [D] . ANYANE-NTOW, KWABENA 1982

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6. Focus on clinical and translational research: The NIAID Division of AIDS enterprise information system: integrated decision support for global clinical research programs [O] . Jonathan M Kagan, Nitin Gupta, Suresh Varghese, 2011

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7. A simulation-based decision support system for a specialty chemicals production plant [O] . George S. Bernstein, Eric C. Carlson, Richard M. Felder, 1992

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Simulation-Optimization for Business Decision Support in a Global Specialty Chemicals Enterprise

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