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An integrated fuzzy group decision making approach for evaluation and selection of best simulation software packages

机译:用于评估和选择最佳仿真软件包的集成模糊小组决策方法

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摘要

Today techniques of system simulation have become an important tool in the modern decision making science. Selecting an inappropriate simulation software package could lead to incorrect results and costly and adversely effects on organisational performance. The success of simulation depends on the ability to select a suitable simulation software package for an intended application. This study presents an integrated approach for evaluation and selection of best simulation software packages. Due to the strategic nature of this issue, the proposed approach includes: 1) criteria extracted from the literature on evaluating simulation software packages; 2) a framework based on fuzzy analytical hierarchy process (fuzzy AHP) and fuzzy technique for order performance by similarity to ideal solution (fuzzy TOPSIS), for selecting simulation software package; 3) an empirical study with data gathered from experts' judgment to show applicability and superiority of the proposed model. In addition, the results are validated through sensitivity analysis.
机译:如今,系统仿真技术已成为现代决策科学中的重要工具。选择不合适的模拟软件包可能会导致错误的结果,并对组织绩效造成巨大的成本和不利影响。模拟的成功取决于能否为预期的应用选择合适的模拟软件包。这项研究提出了一种用于评估和选择最佳仿真软件包的集成方法。由于该问题的战略性质,建议的方法包括:1)从评估仿真软件包的文献中提取标准; 2)基于模糊分析层次过程(fuzzy AHP)和模糊技术的框架,用于通过与理想解决方案(fuzzy TOPSIS)相似的方式来执行订单,以选择仿真软件包; 3)一项根据专家判断收集的数据进行的实证研究,表明该模型的适用性和优越性。此外,通过敏感性分析验证了结果。

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