Fuzzy sets in pattern recognition

作者: Hans-Jürgen Zimmermann

DOI: 10.1007/978-3-642-83069-3_30

关键词:

摘要: Fuzzy Set Theory is concerned with non-dichotomous structures, i.e., situations which are not of the either-or-structure, cannot be characterized by black-or- white, true-or-false, certain-or-impossible. These generally considered as containing uncertainty, even though term “uncertainty” defined unequivocally. Often uncertainty to refer occurrence events while vagueness refers description events. Let us consider respect first: The statement “The probability hitting target is.6” certainly probabilistic in nature and could well modelled using classical theory. chances winning good” will already pose some problems, because “good chances” (i.e., crisply) defined. In a phrase like “It likely that we make good profit” event itself nor its these models appropriate for expression uncertain occurrences.

参考文章(16)
Brian R. Gaines, Madan M. Gupta, George N. Saridis, Fuzzy automata and decision processes North-Holland. ,(1977)
Madan M. Gupta, Elie Sanchez, Approximate reasoning in decision analysis North-Holland Pub. Co. , Sole distributors for the U.S.A. and Canada, Elsevier Science Pub. Co.. ,(1982)
Michael P. Windham, Geometrical fuzzy clustering algorithms Fuzzy Sets and Systems. ,vol. 10, pp. 271- 279 ,(1983) , 10.1016/S0165-0114(83)80120-1
V. K. Rohatgi, Advances in Fuzzy Set Theory and Applications Technometrics. ,vol. 22, pp. 632- 633 ,(1980) , 10.1080/00401706.1980.10486221
Michael P. Windham, Cluster validity for fuzzy clustering algorithms Fuzzy Sets and Systems. ,vol. 5, pp. 177- 185 ,(1981) , 10.1016/0165-0114(81)90015-4
Donald Gustafson, William Kessel, Fuzzy clustering with a fuzzy covariance matrix conference on decision and control. ,vol. 17, pp. 761- 766 ,(1978) , 10.1109/CDC.1978.268028
Marc Roubens, Pattern classification problems and fuzzy sets Fuzzy Sets and Systems. ,vol. 1, pp. 239- 253 ,(1978) , 10.1016/0165-0114(78)90016-7
R. R. Yager, Fuzzy set and possibility theory systems man and cybernetics. ,vol. 14, pp. 169- 169 ,(1984) , 10.1109/TSMC.1984.6313283
Witold Pedrycz, An identification algorithm in fuzzy relational systems Fuzzy Sets and Systems. ,vol. 13, pp. 153- 167 ,(1984) , 10.1016/0165-0114(84)90015-0