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Entropic Risk Analysis by a High Level Decision Support System for Construction SMEs

机译:高层建筑施工企业决策支持系统的熵风险分析

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摘要

The method of entropy has been useful in evaluating inconsistency on human judgments. This paper illustrates an entropy-based decision support system called e-FDSS to the solution of multicriterion risk and decision analysis in projects of construction small and medium enterprises (SMEs). It is optimized and solved by fuzzy logic, entropy, and genetic algorithms. A case study demonstrated the use of entropy in e-FDSS on analyzing multiple risk criteria in the predevelopment stage of SME projects. Survey data studying the degree of impact of selected project risk criteria on different projects were input into the system in order to evaluate the preidentified project risks in an impartial environment. Without taking into account the amount of uncertainty embedded in the evaluation process; the results showed that all decision vectors are indeed full of bias and the deviations of decisions are finally quantified providing a more objective decision and risk assessment profile to the stakeholders of projects in order to search and screen the most profitable projects.
机译:熵方法在评估人类判断的不一致方面很有用。本文阐述了一种基于熵的决策支持系统e-FDSS,用于解决建筑中小企业(SME)项目中的多准则风险和决策分析问题。通过模糊逻辑,熵和遗传算法对其进行优化和求解。案例研究表明,在中小企业项目的预开发阶段,e-FDSS中的熵用于分析多种风险标准。将调查选定项目风险标准对不同项目的影响程度的调查数据输入系统,以评估公正环境中预先确定的项目风险。不考虑评估过程中蕴含的不确定性;结果表明,所有决策向量的确充满偏差,最终对决策偏差进行了量化,从而为项目的利益相关者提供了更为客观的决策和风险评估概况,以便搜索和筛选最有利可图的项目。

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