Intelligent simulation: Integration of SIMIO and MATLAB to deploy decision support systems to simulation environment

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• 作者：Mohammad Dehghanimohammadabadi^a ; ^{m.dehghani@neu.edu} ; Thomas K. Keyser^b
• 关键词：Intelligent simulation ; Simulation-Optimization (SO) ; Iterative Optimization-based Simulation (IOS) ; SIMIO ; MATLAB
• 刊名：Simulation Modelling Practice and Theory
• 出版年：2017
• 出版时间：February 2017
• 年：2017
• 卷：71
• 期：Complete
• 页码：45-60
• 全文大小：2580 K
• 卷排序：71

文摘

Leverage the API capability of SIMIO in order to create a new user-defined step instance which incorporates MATLAB as an integral part of the simulation manager. Present an Iterative Optimization-based Simulation (IOS) model case study to illustrate the pitfalls and promises of the new advancement. Demonstrate the benefits of this hybridization for a few other industries including healthcare, supply chain management systems and project management problems to help researchers, practitioners, and policymakers consider how to deploy their own logic within a simulation manager.