DocumentCode :
762027
Title :
Fuzzy Linguistic PERT
Author :
Wang, Jin-Hsien ; Hao, Jongyun
Author_Institution :
Dept. of Ind. Eng. & Manage., Cheng-Sieu Univ.
Volume :
15
Issue :
2
fYear :
2007
fDate :
4/1/2007 12:00:00 AM
Firstpage :
133
Lastpage :
144
Abstract :
A model for Program Evaluation and Review Technique (PERT) under fuzzy linguistic contexts is introduced. In this fuzzy linguistic PERT network model, each activity duration is represented by a fuzzy linguistic description. Aggregation and comparison of the estimated linguistic expectations of activity durations are manipulated by the techniques of computing with words (CW). To provide suitable contexts for this purpose, we first introduce several variations of basic linguistic labels of a linguistic variable, such as weighted linguistic labels, generalized linguistic labels and weighted generalized linguistic labels etc., and then based on the notion of canonical characteristic value (CCV) function of a linguistic variable, we develop some related CW techniques for aggregation and comparison of these linguistic labels. Afterward, using a computing technique of linguistic probability introduced by Zadeh and based on the new developed CW techniques for weighted generalized linguistic labels, we investigate the associated linguistic expectation PERT network of a fuzzy linguistic PERT network. Also, throughout the paper, several examples are used to illustrate related notions and applications
Keywords :
PERT; fuzzy systems; canonical characteristic value function; computing-with-words; fuzzy linguistic PERT network model; linguistic expectation PERT network; linguistic probability; program evaluation and review technique; weighted generalized linguistic labels; Computer networks; Context modeling; Engineering management; Fuzzy set theory; Helium; Industrial engineering; Product development; Set theory; Stochastic processes; Uncertainty; Canonical characteristic value (CCV); computing with words (CW); fuzzy linguistic Program Evaluation and Review Technique (PERT); fuzzy linguistic modeling; generalized linguistic label; weighted linguistic label;
fLanguage :
English
Journal_Title :
Fuzzy Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6706
Type :
jour
DOI :
10.1109/TFUZZ.2006.879975
Filename :
4142764
Link To Document :
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