Comprehensive Evaluation Cloud Model for Ship Navigation Adaptability

• Autorzy: Zhu M. , Wen Y. , Zhou C. , Xiao C.

Identyfikatory

DOI

10.12716/1001.08.03.01

• Języki publikacji: EN

Abstrakty

EN

In this paper, using cloud model and Delphi, we build a comprehensive evaluation cloud model to solve the problems of qualitative description and quantitative transformation in ship navigation adaptability comprehensive evaluation. In the model, the normal cloud generator is used to find optimal cloud models of reviews and evaluation factors. The weight of each evaluation factor is determined by cloud model and Delphi. The floating cloud algorithm is applied to aggregate the bottom level’s evaluation factors, and comprehensive cloud algorithm is used to aggregate the highest level’s evaluation factors to get comprehensive evaluation cloud model. Finally, evaluation result is got by matching comprehensive evaluation cloud model and optimal cloud model of reviews. As case study, the model is applied to the small LNG ship’s navigation adaptability in Southeast Asia. Compared with the fuzzy comprehensive evaluation method, the model proposed in this paper is more intuitive and reliable in comprehensive evaluation of the small LNG ship’s navigation adaptability.

Słowa kluczowe

EN

cloud computing; Cloud Model; marine navigation; Delphi; Qualitative Description; Quantitative Transformation; Cloud Algorithm; Fuzzy Comprehensive Evaluation Method

• Wydawca: Faculty of Navigation, Gdynia Maritime University
• Czasopismo: TransNav : International Journal on Marine Navigation and Safety of Sea Transportation
• Rocznik: 2014
• Tom: Vol. 8, no. 3
• Strony: 331--336
• Opis fizyczny: Bibliogr. 16 poz., rys., tab.

Twórcy

autor

Zhu M.

• Hubei Inland Shipping Technology Key Laboratory

autor

Wen Y.

• School of Navigation

autor

Zhou C.

• Wuhan University of Technology

autor

Xiao C.

• Wuhan, Hubei, China

Bibliografia

• 1 Li Z.F., Yan L., Xu M.Q., Liu B.H., M S.M.2013. Evaluation of Arctic route’s navigation environment. Computer Engineering and Application. 49‐1, 249‐253.(in Chinese)
• 2 Fuh‐Hwa Franklin Liu, Hui Lin Hai. 2005.The voting analytic hierarchy process method for selecting supplier. International Journal of Production Economics. 2005.97‐ 3,308‐317.
• 3 Ho W. 2008. Integrated analytic hierarchy process and its applications‐A literature review. European Journal of Operational Research. 186‐1,211‐228.
• 4 Liang Z.H., Yang K., Sun Y.W., Yuan J.H., Zhang H.W., Zhang Z.Z. 2006. Decision support for choice optimal power generation projects: Fuzzy comprehensive evaluation model based on the electricity market. Energy Policy. 24‐17, 3359‐3364.
• 5 Pai T.Y., Hanaki K., Ho H.H., Hsieh C.M. 2007. Using grey system theory to evaluation transportation effects on air quality trends in Japan. Transportation Research Part D: Transport and Environment.12‐3,158‐166.
• 6. Nie X.L., Dai R., YUE X.W.2013. Risk assessment of navigation environment based on fuzzy comprehensive evaluation. Journal of Dalian Maritime University.39‐1, 27‐30,34. (in Chinese)
• 7. Zhang X.q., Liang C.2005. Application of fuzzy matterelement model based on coefficients of entropy in comprehensive evaluation of water quality. Journal of Hydraulic Engineering.36‐9,1057‐1061. (in Chinese)
• 8 Liu L.G., Pan X.X., Dong J.M., Song L.G.2012. Application of grey systematic theory based on entropy weight in comprehensive evaluation of marine navigator supplier. Journal of Dalian Maritime University.38‐2,41‐47. (in Chinese)
• 9 Huang R.D., Zhang X.J. 2012. Evaluation of Tunnel Gas Level Based on Entropy‐weight and Matter‐element Model. China Safety Science Journal. 22‐4,77‐82. (in Chinese)
• 10 Li D.Y., Liu C.Y. 2004.Study on the universality of the normal cloud model. Engineering Science.6‐8,28‐34.
• 11 Chen H., Li B.2011. Approach to Uncertain Reasoning Based on Cloud Model. Journal of Chinese Computer Systems.2‐12,2449‐2455. (in Chinese)
• 12 Liu C.Y., Li D.Y., Pan L.L.2004. Uncertain Knowledge Representation Based on Cloud Model. Computer Engineering and Application.40‐2),32‐35. (in Chinese)
• 13 Liu C.Y., Li D.Y., Du Y., Han X. 2005.Some Statistical Analysis of the Normal Cloud Model. Information and Control. 34‐2,236‐239,248. (in Chinese)
• 14 Lu H.J., Wang Y., Li D.Y., Liu C.Y.2003. The Application of Backward Cloud in Qualitative Evaluation. Chinese Journal of Computers.26‐8,1009‐1014. (in Chinese)
• 15 Han B., Liu Y.J., Chen W.B. 2012.The Method of Acquire Index Weight Based on Cloud Model. Software Guide.11‐5,15‐17. (in Chinese)
• 16 Pang Y.J., Liu K.D., Zhang B.W. 2001.The Method of Determining the Objective Index Weight in the Synthetic Evaluation System. Systems Engineering‐theory & Practice. 8, 37‐42. (in Chinese)