设施布局生成的多标准聚类方法

Q4 Business, Management and Accounting

International Journal of Multicriteria Decision Making Pub Date : 2015-03-11 DOI:10.1504/IJMCDM.2015.067945

Vikas Kapoor, Shyam Singh Tak

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引用次数: 1

摘要

针对多目标问题，提出了一种基于层次聚类的设施布局生成模型。利用邻近度评分，建议的模型解决了典型的块布局生成程序的所有三个阶段，即选择要放置的部门;“建设”或每个部门的安置和评估产生的替代方案。针对单目标型布局问题和多目标型布局问题，分别用一个数值算例对模型进行了说明。最后，为了证明启发式算法的有效性，将不同研究者解决的一组问题放在一起进行求解，并将结果与他们的最优解进行比较。

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A multicriteria clustering approach to facility layout generation

This paper proposes a facility layout generation model based on hierarchical clustering for problems with multiple objectives. Deploying the proximity score, the proposed model addresses all three stages of a typical block layout generation procedure viz., selection of departments to be placed; 'construction' or placement of each department and evaluation of the alternatives generated. The model is explained using a numerical example each for single and multiple objective type layout problems. Finally, in order to demonstrate the effectiveness of the heuristic, a set of problems solved by various researchers is put together and solved and the results compared with their best solutions.

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来源期刊

International Journal of Multicriteria Decision Making Business, Management and Accounting-Strategy and Management

CiteScore

0.70

自引率

0.00%

发文量

期刊介绍： IJMCDM is a scholarly journal that publishes high quality research contributing to the theory and practice of decision making in ill-structured problems involving multiple criteria, goals and objectives. The journal publishes papers concerning all aspects of multicriteria decision making (MCDM), including theoretical studies, empirical investigations, comparisons and real-world applications. Papers exploring the connections with other disciplines in operations research and management science are particularly welcome. Topics covered include: -Artificial intelligence, evolutionary computation, soft computing in MCDM -Conjoint/performance measurement -Decision making under uncertainty -Disaggregation analysis, preference learning/elicitation -Group decision making, multicriteria games -Multi-attribute utility/value theory -Multi-criteria decision support systems and knowledge-based systems -Multi-objective mathematical programming -Outranking relations theory -Preference modelling -Problem structuring with multiple criteria -Risk analysis/modelling, sensitivity/robustness analysis -Social choice models -Theoretical foundations of MCDM, rough set theory -Innovative applied research in relevant fields