A fuzzy logic-based approach in capacity-planning problems

Tunghai University Institutional Repository > 工學院 > 工業工程與經營資訊學系所 > 期刊論文 > Item 310901/22105

Please use this identifier to cite or link to this item: http://140.128.103.80:8080/handle/310901/22105

Title:	A fuzzy logic-based approach in capacity-planning problems
Authors:	Pai, P.-F.a , Chang, P.-T.a, Wang, S.-S.a, Lin, K.-P.
Contributors:	Department of Industrial Engineering and Enterprise Information, Tunghai University
Keywords:	Capacity-planning;Fuzzy logic;Fuzzy set theory
Date:	2004
Issue Date:	2013-05-15T09:10:33Z (UTC)
Abstract:	In capacity-planning systems, various sources of uncertainty and imprecision are encountered. In most cases, the uncertainty is determined by the subjective beliefs of managers linguistically. However, the measurement of mangers' judgments is difficult and vague. Therefore, a fuzzy logic-based approach is proposed to deal with capacity-planning problems in the presence of the uncertain demand, set-up resources, and the capacity constraints. Firstly, fuzzy numbers are used to represent uncertain data. Secondly, fuzzy if-then rules are employed to model vaguely defined relations between fuzzy numbers. Then, the computational aspects of fuzzy models and interpretations of inference results are illustrated by a numerical case. Finally, three examples are used to verify the proposed representation and inference mechanism.
Relation:	International Journal of Advanced Manufacturing Technology Volume 23, Issue 11-12, 2004, Pages 806-811
Appears in Collections:	[工業工程與經營資訊學系所] 期刊論文

Files in This Item:

File	Size	Format
index.html	0Kb	HTML	400	View/Open