Evidential reasoning for assessing environmental impact

被引:9
作者
Chang, YC [1 ]
Wright, JR [1 ]
Engel, BA [1 ]
机构
[1] PURDUE UNIV, SCH CIVIL ENGN, W LAFAYETTE, IN 47907 USA
来源
CIVIL ENGINEERING SYSTEMS | 1996年 / 14卷 / 01期
关键词
Dempster-Schafer theory; spatial decision support; geographic information systems (GIS); environmental assessment; land management; inferential reasoning; statistical methods;
D O I
10.1080/02630259608970210
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Many problems in the areas of environmental monitoring and assessment, site selection and planning, land use management, and natural resources allocation are characterized by the need to consider subjective judgement and uncertain data. Many of these problems are also spatial in nature. This research proposes a formal methodology for integrating subjective inferential reasoning and geographic information systems (GIS) into a decision support system for use in these problem domains. The rationale for inferential spatial models, and the structure and function of a spatial modeling environment based on the Dempster-Shafer theory of evidence are presented.
引用
收藏
页码:55 / 77
页数:23
相关论文
共 20 条
[1]  
BORDEN A, 1987, AI EXPERT JUL, P48
[2]  
BUEHLER KA, 1991, J COMPUT CIVIL ENG, V5, P283
[3]  
BUEHLER KA, 1991, J COMPUT CIVIL ENG, V5, P267
[4]  
Cheeseman P. C., 1985, P 9 INT JOINT C ART, V85, P1002
[5]  
Cohen Martin, 1986, UNCERTAINTY ARTIFICI, V1
[6]  
DeGroot M. H, 2012, PROBABILITY STAT
[7]   UPPER AND LOWER PROBABILITIES INDUCED BY A MULTIVALUED MAPPING [J].
DEMPSTER, AP .
ANNALS OF MATHEMATICAL STATISTICS, 1967, 38 (02) :325-&
[8]   UNCERTAIN EVIDENCE AND ARTIFICIAL ANALYSIS [J].
DEMPSTER, AP ;
KONG, A .
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 1988, 20 (03) :355-368
[9]  
DUDA RO, 1976, AM FEDERATION INFORM, V45, P1075
[10]  
ENGEL BA, 1991, AI APPLICATIONS, V5, P15