DocumentCode
477831
Title
On the Shortest Path to Solve the Problem Based on Vague Sets
Author
Dou, Yaling ; Guo, Hongxing ; Zhou, Jingli
Author_Institution
Coll. of Comput. Sci. & Technol., Huazhong Univ. of Sci. & Technol., Wuhan
Volume
3
fYear
2008
fDate
18-20 Oct. 2008
Firstpage
85
Lastpage
89
Abstract
The shortest path problem (SPP) is currently being greatly studied in fuzzy sets and systems area. Previously published algorithms and methods for the fuzzy shortest path problem based on discrete or continuous types fuzzy sets of fuzzy arc lengths. However, to present an arc real length in vague set is more reasonable than in fuzzy set. Moreover,carrying on various kinds of operation between the fuzzy numbers and sets, we find that some information will be lost.In this paper , we present a novel approach to solve the shortest path problem in network base on vague sets. Firstly, we determine the vague shortest path length from source node to the destination node in the classical directed network. Secondly, by mean of vague similarity measure to evaluate similarity degree between vague path lengths. At last ,Comparing the result of similarity measure,the path with the highest similarity degree is the shortest path. An illustrative example is given to demonstrate that the result of the approach with vague sets is closer to intuitive judgment.
Keywords
directed graphs; fuzzy set theory; network theory (graphs); directed network; fuzzy arc lengths; fuzzy sets; shortest path problem; vague sets; vague similarity measure; Computer science; Concrete; Costs; Educational institutions; Fuzzy sets; Fuzzy systems; Iterative algorithms; Length measurement; Packaging; Shortest path problem;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery, 2008. FSKD '08. Fifth International Conference on
Conference_Location
Shandong
Print_ISBN
978-0-7695-3305-6
Type
conf
DOI
10.1109/FSKD.2008.191
Filename
4666219
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