A Review of the Applicability of Classical and Extension of Fuzzy Logic Approaches to Project Decision-Making using Real Options

I. Kouatli, Skander Ben Abdallah, Abbas Terhini, Hiba Naccash
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Abstract

Real options theory allows taking into account the value of some sources of managerial flexibility and therefore assessing more accurately a project value. The positive value of flexibility results from limiting the impacts of adverse events while taking advantage of positive ones. One of the main lessons is that uncertainty adds value in the presence of flexibility. Ambiguous parameters that have a significant effect on the project value are usually represented as fuzzy sets using Zadeh’s classical theory of Fuzzy logic” (also termed as “type-1”). However, there have been so many derivatives and expansions of the fuzzy set theories developed by different researchers. This paper reviews the applicability of ROA to fuzzy sets (classical and extended) implementation to decision-making for large projects where project timing and uncertainty are key parameters affecting the project value. The objective of this review is to identify the research gap as well as provide an elementary guide of the applicability of such techniques.
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经典与扩展模糊逻辑方法在实物期权项目决策中的适用性综述
实物期权理论允许考虑一些管理灵活性来源的价值,从而更准确地评估项目价值。灵活性的积极价值来自于在利用积极事件的同时限制不良事件的影响。其中一个主要教训是,不确定性在灵活性的存在下增加了价值。对项目值有显著影响的模糊参数通常使用Zadeh的经典模糊逻辑理论(也称为“type-1”)表示为模糊集。然而,不同的研究者对模糊集理论进行了大量的衍生和推广。本文回顾了模糊集(经典和扩展)在大型项目决策中的应用,其中项目时间和不确定性是影响项目价值的关键参数。本综述的目的是确定研究差距,并为这些技术的适用性提供初步指导。
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