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A fuzzy decision support system for digital camera selection based on user preferences

机译:基于用户偏好的数码相机选择模糊决策支持系统

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摘要

Mobile phones have been the most rapidly spreading development in the field of communication and information technologies over the past decades. Nowadays, digital cameras have taken their place. The wide product range in the market, each with numerous heterogeneous technical attributes, complicates the selection of the most convenient camera for end-users. The aim of this work is to provide end-users with a decision support framework for selecting the best digital camera according to their preferences. End-users and photography experts use subjective assessments when determining their requirements and making their evaluations. The proposed decision support tool is built on the basis of fuzzy set theory. The imprecision of the subjective assessments are transformed to fuzzy triangular numbers. The fuzzy analytic hierarchy process (FAHP) and fuzzy compromise programming methodologies are applied in order to determine the relative weights of sub-criteria and criteria and to rank the digital camera alternatives, respectively.
机译:在过去的几十年中,移动电话一直是通信和信息技术领域中发展最快的发展。如今,数码相机已经取代了它们。市场上广泛的产品范围,每个都有许多不同的技术属性,这使得为最终用户选择最方便的相机变得复杂。这项工作的目的是为最终用户提供决策支持框架,以便根据他们的喜好选择最佳的数码相机。最终用户和摄影专家在确定要求和进行评估时会使用主观评估。所提出的决策支持工具是建立在模糊集理论的基础上的。主观评估的不精确性转化为模糊三角数。应用模糊分析层次过程(FAHP)和模糊折衷编程方法,以确定子标准和标准的相对权重,并对数码相机的替代方案进行排名。

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