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Interval-valued intuitionistic fuzzy MULTIMOORA approach for new product development

机译:新产品开发的区间值直觉模糊MULTIMOORA方法

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This study aims at refining the quality of decision-making processes and improving the effectiveness of new product development. The objective of a decision-making process is basically to weight several alternatives, each aiming to attain some of the required objectives and to pick the best one in the complete set. New product introduction has long been categorized as the core function of corporations if they want to stay competitive in an increasingly competitive global market. Nowadays rapidly changing and highly uncertain environment makes the new product development extremely complex and vague in nature. In order to bring a solution to this complex decision, this study aims to identify decision points in the process of new product development and vagueness factors affecting the process. Therefore, the MULTIMOORA (Multi-objective Optimization by Ratio Analysis plus the Full Multiplicative Form) approach based on Interval-Valued Intuitionistic Fuzzy (IVIF) is the proposed approach to shape the decisions. An application is presented to demonstrate its potential. A comparative analysis of the results validates the proposed method.
机译:这项研究旨在改善决策过程的质量并提高新产品开发的效率。决策过程的目标基本上是权衡几个备选方案,每个备选方案旨在达到某些必需的目标,并从整套方案中选出最佳方案。如果企业希望在竞争日益激烈的全球市场中保持竞争力,那么长期以来,新产品推出一直被归类为公司的核心职能。如今,快速变化的环境和高度不确定的环境使新产品的开发极其复杂和模糊。为了对这个复杂的决策提供解决方案,本研究旨在确定新产品开发过程中的决策点以及影响该过程的模糊性因素。因此,基于区间值直觉模糊(IVIF)的MULTIMOORA(比率分析多目标优化加完全乘法形式)方法是一种决策方法。提出了一个应用程序来证明其潜力。结果的比较分析验证了所提出的方法。

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