System and method for performing fuzzy cluster classification of stress tests
First Claim
Patent Images
1. A stress test classifying system for classifying current stress test data comprising:
- a processor for comparing the current stress test with previous stress test data grouped in fuzzy sets and for generating a classification of the current stress test data with respect to the fuzzy sets, the processor including;
a fuzzy classifier for generating a respective similarity measure for each fuzzy set using predetermined fuzzy set definitions and the current stress test data, and for generating a crisp value from the similarity measures to determine the classification.
0 Assignments
0 Petitions
Accused Products
Abstract
A stress test classifying system and method classify current stress test data using a processor for comparing the current stress test with previous stress test data grouped in fuzzy sets and for generating a classification of the current stress test data with respect to the fuzzy sets.
159 Citations
20 Claims
-
1. A stress test classifying system for classifying current stress test data comprising:
a processor for comparing the current stress test with previous stress test data grouped in fuzzy sets and for generating a classification of the current stress test data with respect to the fuzzy sets, the processor including; a fuzzy classifier for generating a respective similarity measure for each fuzzy set using predetermined fuzzy set definitions and the current stress test data, and for generating a crisp value from the similarity measures to determine the classification. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
-
10. A stress test classifying system for classifying current stress test data comprising:
-
a memory for storing previous stress test data in a database, fuzzy set definitions grouping the previous stress test data in a plurality of fuzzy sets, and a plurality of weights associated with each fuzzy set and with a respective stress test variable; a processor for comparing the current stress test with the previous stress test data, the processor including a fuzzy classifier for generating a crisp classification of the current stress test data with respect to the fuzzy sets using similarity measures for each respective fuzzy set with respect to each stress test variable using the predetermined fuzzy set definitions, the current stress test data, and the weights, wherein each similarity measure indicates a degree of similarity of the current stress test data to the respective fuzzy set. - View Dependent Claims (11, 12, 13, 14, 15)
-
-
16. A method for classifying current stress test data comprising the steps of:
-
(a) storing, in a memory, fuzzy set definitions grouping the previous stress test data in a plurality of fuzzy sets; (b) storing, in the memory, a plurality of weights associated with each fuzzy set and with a respective stress test variable; (c) operating a processor to generate a plurality of similarity measures for each respective fuzzy set with respect to each stress test variable using the predetermined fuzzy set definitions; and
(d) operating a processor to generate a crisp value as the classification of the current stress test data with respect to the fuzzy sets using the plurality of similarity measures. - View Dependent Claims (17, 18, 19, 20)
-
Specification