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Applying Multiobjective Compromise Approach to Exploring the Strategic Plan of Fuel Cell Technology

机译:应用多目标折衷方法探索燃料电池技术战略计划

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The fuel cell is one of the most important energy products in the 21st century, and most industrial-advanced countries in the world are placing high expectation on its development The applications of fuel cells in Taiwan has spread broadly in many products and it takes high global market share, such as notebook computers, PDAs and digital cameras, along with items like automobiles, motorcycles and power generation equipment. In this study we introduce a multi-objective compromise optimization to solve the optimal strategic plans of fuel cell industry, which is emerging industry in Taiwan. In the first step, we introduce popular Analytic Hierarchy Process with fuzzy set theory to establish the hierarchy system to determine the relative importance of evaluated criteria. Secondly, fuzzy geometric mean method was utilized to aggregate the performance score by individual judgment of evaluator, which scores express the measurement of strategic plan proposed by participated experts. Thirdly, the synthetic value of each strategic plan was integrated by criteria weights with performance score, and positive ideal solution (PIS) and negative ideal solution (NIS) were defined by Minkowski's distance metric function. Fourthly, the optimal compromise solution will be derived which should have the shortest distance from the positive ideal solution as well as the farthest distance from the negative ideal solution. Along with the results of this research, we successfully demonstrate that the multi-objective compromise optimization is a good alternative for evaluation of multiple criteria decision making problems.
机译:燃料电池是21世纪最重要的能源产品之一,世界上大多数工业先进的国家都在对其发展的发展,台湾燃料电池的应用在许多产品中广泛蔓延,它需要高度全球市场份额,如笔记本电脑,PDA和数码相机,以及汽车,摩托车和发电设备等物品。在这项研究中,我们介绍了一种多目标妥协优化,以解决台湾新兴产业的燃料电池行业最佳战略计划。在第一步中,我们介绍了具有模糊集理论的流行分析层次处理,建立了层次结构,以确定评估标准的相对重要性。其次,利用模糊几何平均法通过评估者的个人判断来汇总性能评分,该评估者表示评估表达参与专家提出的战略计划的测量。第三,每个战略计划的合成值通过性能评分的标准重量整合,积极的理想解决方案(PIS)和负理想解决方案(NIS)由Minkowski的距离度量函数定义。第四,将导出最佳折衷解决方案,其应具有距离正理想解决方案的最短距离以及距离负面理想解决方案最远的距离。随着该研究的结果,我们成功证明了多目标妥协优化是评估多个标准决策问题的良好替代方案。

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