Hitachi, Ltd.

Satoru Suemitsu

Toshiro Sasaki

Michitaka Kosaka

Kuniaki Matsumoto

Hirotaka Mizuno

Kichizo Akashi

Ryuko Someya

A fuzzy evaluation and modification system evaluates and modifies the fuzzy knowledge in a fuzzy reasoning system. The fuzzy knowledge includes fuzzy rules, each described in an 'if . . . , then . . .' format, and membership functions defining meanings of propositions described in the 'if . . . , then' parts. Results of the fuzzy reasoning are monitored and compared with real data of a plurality of real test cases to evaluate the fuzzy knowledge. An influence power of each of the fuzzy rules with respect to the fuzzy reasoning results is attained for all the cases. Superpositional display of real data on the membership functions of the 'if . . .' part and reasoning results on the membership functions of the 'then . . .' part indicates a relationship between the membership function and the real data. The system includes units for obtaining a grade of rule representing adequacy of the fuzzy rule based on the membership functions associated with the 'if' part, attaining defuzzification values of the membership functions related to the 'then' part and obtaining differences between the defuzzification values and the real data. A relationship between the grade of rule and the difference thus obtained between the defuzzification values and the real data is outputted to an output unit. The fuzzy knowledge is modified by an operator in association with the output.

Method and system for evaluating and modifying fuzzy knowledge

A real time status monitoring method for inputting randomly varying data relating to a plurality of objects, processing a plurality of functions having some of the data as variables and monitoring an overall status including the objects on a real time basis, and an apparatus therefor are disclosed. A table indicating the presence or absence of data change in the objects and the presence or absence of variables related to the data change in the funtions is prepared. In processing the functions, the table is referenced and only those functions which include the variables related to the data change are processed.

Real time status monitoring system

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Kawasaki, Japan

Satoru Suemitsu