DocumentCode
2246630
Title
Dynamic decision making with an objective function based on fuzzy preferences
Author
Yoshida, Y. ; Yasuda, M. ; Nakagami, J. ; Kurano, M. ; Kumamoto, S.
Author_Institution
Fac. of Econ., Kitakyushu Univ., Japan
Volume
2
fYear
2004
fDate
25-29 July 2004
Firstpage
777
Abstract
This paper presents a mathematical model for dynamic decision making with an objective function induced from fuzzy preferences. The fuzzy preference is related to decision making in artificial intelligence, and this paper models human behaviour based on his/her aggregated fuzzy preferences. To deal with fuzzy preferences in dynamic decision making brings us difficulty which is different from static one since the value criterion of fuzzy preferences in dynamic behavior transforms together with time and it is formulated gradually. A reasonable criterion based on fuzzy preferences is formulated for the dynamic decision making, and an optimality equation for this model is derived by dynamic programming. Mathematical models simulating human behavior with his/her decision making are applicable to various fields: robotics, customers´ behavior analysis in marketing, linguistic learning modeling, multi-agent systems and so on.
Keywords
artificial intelligence; behavioural sciences; decision making; dynamic programming; fuzzy set theory; artificial intelligence; customer behavior analysis; dynamic decision making; dynamic programming; fuzzy preferences; human behaviour; linguistic learning modeling; mathematical model; multiagent systems; objective function; optimality equation; robotics; Analytical models; Artificial intelligence; Decision making; Dynamic programming; Equations; Humans; Mathematical model; Multiagent systems; Robots; Transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems, 2004. Proceedings. 2004 IEEE International Conference on
ISSN
1098-7584
Print_ISBN
0-7803-8353-2
Type
conf
DOI
10.1109/FUZZY.2004.1375499
Filename
1375499
Link To Document