DocumentCode
2495736
Title
The research of "higher-order derivative constraints" theory
Author
Huang, Wan-liang
Author_Institution
Dept. of Autom., Univ. of Sci. & Technol. of China, China
Volume
5
fYear
2003
fDate
2-5 Nov. 2003
Firstpage
2715
Abstract
Qualitative simulation, now, has been a powerful tool to solve incomplete knowledge problems. During qualitative simulation, Chattering variable is one of the important causes that QSIM creates intractable branch, and identifying chattering variables and eliminating the chattering with available method is a key technology of improving operation rate and predicting accuracy of QSIM. We studied carefully the "Higher-Order Derivative Constraints" theory of Kuipers, and found that there are some problems in the theory. So we advanced a series of improved methods to identify chattering variables and to eliminate chatter of variables. Meanwhile we tried to use effectual system knowledge and qualitative information implicating in QDE to eliminate the chatter of variables.
Keywords
common-sense reasoning; constraint theory; differential equations; simulation; QDE; QSIM; chattering variable; higher order derivative constraints theory; knowledge information; knowledge problems; qualitative differential equation; qualitative information; qualitative reasoning; qualitative simulation; theory of Kuipers; Accuracy; Automation; Constraint theory; Control system synthesis; Knowledge based systems; Knowledge engineering; Monitoring; Predictive models; Robot control; Systems engineering and theory;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN
0-7803-8131-9
Type
conf
DOI
10.1109/ICMLC.2003.1260001
Filename
1260001
Link To Document