Title :
Credibility-based general Hartley measure and its application in fuzzy programming
Author :
Luo, Shu-xin ; Li, Fa-chao ; Qiu, Ji-qing ; Li, Li-xia
Author_Institution :
Coll. of Sci., Hebei Univ. of Sci. & Technol., Shijiazhuang, China
Abstract :
Fuzzy techniques are playing an important role in current intelligent computations and optimizations, so how to reasonably describe and process uncertain information becomes urgent in many practical domains such as artificial intelligence, computer techniques and optimizations in complex manufacturing systems, and this is also mainly concerned in academic circles. General Hartley measure, proposed before, can be used to measure the unspecificity of fuzzy sets on general ranges with measure systems. Following this, we consider the general Hartley measure based on credibility for fuzzy numbers, and then give a mathematical model determining the decision-making level of fuzzy programming based on the maximal unspecificity.
Keywords :
artificial intelligence; decision making; fuzzy set theory; information theory; mathematical programming; uncertain systems; Hartley measure; artificial intelligence; complex manufacturing systems; computer techniques; decision making; fuzzy numbers; fuzzy programming; fuzzy sets; fuzzy techniques; intelligent computations; mathematical model; optimization; uncertain information process; Computer aided manufacturing; Decision making; Educational institutions; Fuzzy control; Fuzzy reasoning; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Power generation economics; Technology management;
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
DOI :
10.1109/ICMLC.2004.1382099