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2023 | OriginalPaper | Chapter

D-S Evidence Reasoning Based Transportation Project Investment Decision Model and Its Application

Authors : Ling Sui, Xiaoli Zhang

Published in: Green Transportation and Low Carbon Mobility Safety

Publisher: Springer Nature Singapore

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Abstract

This research demonstrates five approaches of extracting degree of ignorance (DOI) coefficients of index systems based on the DOI factors of investment decision making systems. Based on Dempster -Shafer (D-S) evidence reasoning, A comprehensive decision-making model of transportation project investment (CDM-TPI) is constructed. Lastly, the case comparison studies are carried out to validate the effectiveness and practicability of the model when applying in the investment decision making systems with the DOI factors.

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Literature
1.
go back to reference Fan L (1992) Uncertainty of artificial intelligence. Beijing: China Meteorological Press (5):119–154 Fan L (1992) Uncertainty of artificial intelligence. Beijing: China Meteorological Press (5):119–154
2.
go back to reference Buede DM, Paul G (1997) A target identification comparison of Bayesian and Dempster-Shafer multisensor fusion. IEEE Trans Syst, Man, Cybern—Part A: Syst Humans 27 (5):569–577, September Buede DM, Paul G (1997) A target identification comparison of Bayesian and Dempster-Shafer multisensor fusion. IEEE Trans Syst, Man, Cybern—Part A: Syst Humans 27 (5):569–577, September
3.
go back to reference Mostaghimi M (1997) Bayes estimation of a decision using information theory. IEEE Trans Syst, Man, Cybern—Part A: Syst Humans 27(4):506–517, July Mostaghimi M (1997) Bayes estimation of a decision using information theory. IEEE Trans Syst, Man, Cybern—Part A: Syst Humans 27(4):506–517, July
4.
go back to reference Xinsheng D (1993) Evidence theory and artificial intelligence in decision making. China Renmin University Press, Beijing Xinsheng D (1993) Evidence theory and artificial intelligence in decision making. China Renmin University Press, Beijing
5.
go back to reference Murphy RR (1998) Dempster-Shafer theory for sensor fusion in autonomous mobile robots. IEEE Trans Robot Autom 14(2):197–206 AprilCrossRef Murphy RR (1998) Dempster-Shafer theory for sensor fusion in autonomous mobile robots. IEEE Trans Robot Autom 14(2):197–206 AprilCrossRef
6.
go back to reference Fixsen D, Mahler RPS (1997) The modified Dempster-Shafer approach to classification. IEEE Trans Syst, Man, Cybern—Part A: Syst Humans 27(1):96–104, January Fixsen D, Mahler RPS (1997) The modified Dempster-Shafer approach to classification. IEEE Trans Syst, Man, Cybern—Part A: Syst Humans 27(1):96–104, January
7.
go back to reference Shengyi L, Xuezhong W, Dapeng F (1998) Multisensor information fusion theory and its application in intelligent manufacturing system. Changsha: National University of Defense Technology Press (11):119–195 Shengyi L, Xuezhong W, Dapeng F (1998) Multisensor information fusion theory and its application in intelligent manufacturing system. Changsha: National University of Defense Technology Press (11):119–195
8.
go back to reference Yanping W, Jie Y, Yuan L, Xiangfang S (2000) A method of indentifying defect targets based on information fusing technology. Beijing: J Image Graph 5(3):237–240 Yanping W, Jie Y, Yuan L, Xiangfang S (2000) A method of indentifying defect targets based on information fusing technology. Beijing: J Image Graph 5(3):237–240
9.
go back to reference Hongzhi X, Zhizheng L, Ming Y (2000) An improved algorithm of multi-information fusion based on evidence theory. Robot 22(1):7–11 Hongzhi X, Zhizheng L, Ming Y (2000) An improved algorithm of multi-information fusion based on evidence theory. Robot 22(1):7–11
10.
go back to reference Yin C, Liangming L, Guozheng Y (2000) The problems concerning the application of D-S evidence reasoning in information fusion and their corrections. Syst Eng Electron 22(11):69–71 Yin C, Liangming L, Guozheng Y (2000) The problems concerning the application of D-S evidence reasoning in information fusion and their corrections. Syst Eng Electron 22(11):69–71
11.
go back to reference Quan S, Xiuqing Y, Weikang G (2000) A synthesis formula of a new challenge based evidence theory. Acta Electronica Sinca 28(8):117–119 Quan S, Xiuqing Y, Weikang G (2000) A synthesis formula of a new challenge based evidence theory. Acta Electronica Sinca 28(8):117–119
12.
go back to reference Congfu X, Weidong G, Yunhe P (2000) An improved D-S algorithm. Comput Eng Appl (3):37–38 Congfu X, Weidong G, Yunhe P (2000) An improved D-S algorithm. Comput Eng Appl (3):37–38
13.
go back to reference Yang X, Xizhi S (1999) A modification of evidence theory combination rule. J Shanghai Jiaotong Univ (Chin Edn) 33(3):354–360 Yang X, Xizhi S (1999) A modification of evidence theory combination rule. J Shanghai Jiaotong Univ (Chin Edn) 33(3):354–360
14.
go back to reference Qi Z, Weikang G, Jilin L (1999) Vision information fusion based on Dempster Shafer evidence inference theory in ALV. Chin J Comput 22(2):193–198 Qi Z, Weikang G, Jilin L (1999) Vision information fusion based on Dempster Shafer evidence inference theory in ALV. Chin J Comput 22(2):193–198
15.
go back to reference Hongyan S, Bo Z, Kezhong H et al (1999) The identification of targets base on Dempster-Shafer fusion. J Tsinghua Univ (Sci Technol) 39(9):90–94 Hongyan S, Bo Z, Kezhong H et al (1999) The identification of targets base on Dempster-Shafer fusion. J Tsinghua Univ (Sci Technol) 39(9):90–94
16.
go back to reference Zhongjian L (2000) An analysis of multi-source information fusion technology used in target recognition system. Syst Eng Electron 22(6):40–41 Zhongjian L (2000) An analysis of multi-source information fusion technology used in target recognition system. Syst Eng Electron 22(6):40–41
17.
go back to reference Mei W (1995) Research of theory and methods of comprehensive evaluation of investment projects and enterprises’ financing risk and their applications. Doctoral dissertation from Hohai University, Nanjing, pp 62–78 Mei W (1995) Research of theory and methods of comprehensive evaluation of investment projects and enterprises’ financing risk and their applications. Doctoral dissertation from Hohai University, Nanjing, pp 62–78
Metadata
Title
D-S Evidence Reasoning Based Transportation Project Investment Decision Model and Its Application
Authors
Ling Sui
Xiaoli Zhang
Copyright Year
2023
Publisher
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-19-5615-7_25

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