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Status已发表Published
TitleEntropic risk analysis by a high level decision support system for construction SMEs
Creator
Date Issued2010
Source PublicationJournal of Computing in Civil Engineering
ISSN0887-3801
Volume24Issue:1Pages:81-94
Abstract

The method of entropy has been useful in evaluating inconsistency on human judgments. This paper illustrates an entropy-based decision support system called e-FDSS to the solution of multicriterion risk and decision analysis in projects of construction small and medium enterprises (SMEs). It is optimized and solved by fuzzy logic, entropy, and genetic algorithms. A case study demonstrated the use of entropy in e-FDSS on analyzing multiple risk criteria in the predevelopment stage of SME projects. Survey data studying the degree of impact of selected project risk criteria on different projects were input into the system in order to evaluate the preidentified project risks in an impartial environment. Without taking into account the amount of uncertainty embedded in the evaluation process; the results showed that all decision vectors are indeed full of bias and the deviations of decisions are finally quantified providing a more objective decision and risk assessment profile to the stakeholders of projects in order to search and screen the most profitable projects. © 2010 ASCE.

KeywordArtificial intelligence Construction industry Decision support systems Entropy Risk
DOI10.1061/(ASCE)0887-3801(2010)24:1(81)
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaComputer Science ; Engineering
WOS SubjectComputer Science, Interdisciplinary Applications ; Engineering, Civil
WOS IDWOS:000273037200010
Scopus ID2-s2.0-73349121965
Citation statistics
Cited Times:12[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/11922
CollectionResearch outside affiliated institution
Affiliation
1.Univ. of Reading, School of Construction Management and Engineering, Whitenights, Reading RG6 6AW, United Kingdom
2.City Univ. of Hong Kong, Dept. of Building and Construction, 83 Tat Chee Ave., Kowloon Tong, Hong Kong
3.Hong Kong Institute of Vocational Education, Dept. of Construction, 18 Tsing Wun Rd., Tuen Mun, New Territories, Hong Kong
Recommended Citation
GB/T 7714
Tang, L. C.M.,Leung, A. Y.T.,Wong, C. W.Y. Entropic risk analysis by a high level decision support system for construction SMEs[J]. Journal of Computing in Civil Engineering, 2010, 24(1): 81-94.
APA Tang, L. C.M., Leung, A. Y.T., & Wong, C. W.Y. (2010). Entropic risk analysis by a high level decision support system for construction SMEs. Journal of Computing in Civil Engineering, 24(1), 81-94.
MLA Tang, L. C.M.,et al."Entropic risk analysis by a high level decision support system for construction SMEs". Journal of Computing in Civil Engineering 24.1(2010): 81-94.
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