A COMPARISON OF APPROACHES AND IMPLEMENTATIONS FOR AUTOMATING DECISION-ANALYSIS

被引:33
作者
CALL, HJ
MILLER, WA
机构
[1] Applied Decision Analysis, Menlo Park, CA 94025, 3000 Sand Road, Bldg 4
关键词
D O I
10.1016/0951-8320(90)90092-2
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper describes and compares three formal methods and software implementations for solving decision analysis problems. The comparison includes decision trees, influence diagrams, and a new approach developed by the authors that combines features of trees and influence diagrams. The new approach introduces a language for expressing decision analysis problems and an efficient solution algorithm that exploits structural properties of decision analysis problems. These features allows decision analysis problems to be represented compactly and to be solved very efficiently. © 1990.
引用
收藏
页码:115 / 162
页数:48
相关论文
共 15 条
[1]  
[Anonymous], 1976, DECISIONS MULTIPLE O
[2]  
BRADSHAW JM, 1988, P AAAI UNCERTAINTY W
[3]  
BREESE JS, 1987, THESIS STANFORD U
[4]  
HOWARD RA, 1981, PRINCIPLES APPLICATI, V1
[5]  
HOWARD RA, 1981, PRINCIPLES APPLICATI, V2
[6]  
MERKHOFER MW, 1987, IEEE T SYSTEMS MAN C, V17
[7]  
MILLER AC, 1976, AUTOMATED AIDS DECIS
[8]  
MILLER AC, 1983, MANAGEMENT SCI, V29
[9]  
OLMSTEAD SM, 1983, THESIS STANFORD U
[10]  
Pearl Judea, 1988, MORGAN KAUFMANN, DOI DOI 10.1016/C2009-0-27609-4