Title :
Abductive design for a mixture of two components
Author :
Tanaka, Hiroyuki ; Katai, Ferenc ; Yoon, Taesung
Author_Institution :
Res. Lab. of Resources Utilization, Tokyo Inst. of Technol., Yokohama, Japan
Abstract :
In Tanaka and Naka (1996), a methodology was presented to overcome the difficulty in predicting nonlinear cooperative effects due to mixing components. The basic framework was adapted to consecutive human knowledge representation and acquisition, integrating two methodologies, such as fuzzy clustering as pattern recognition (knowledge representation) and logical procedure (knowledge acquisition). In this paper, three inference patterns of deduction, induction and abduction, are developed in accordance with Peirce´s terminology
Keywords :
fuzzy set theory; inference mechanisms; knowledge acquisition; knowledge representation; pattern clustering; abduction; abductive design; deduction; fuzzy clustering; human knowledge acquisition; human knowledge representation; induction; inference patterns; logical procedure; mixing; nonlinear cooperative effects; Data mining; Fuzzy logic; Fuzzy sets; Humans; Knowledge representation; Laboratories; Neural networks; Pattern recognition; Problem-solving; Terminology;
Conference_Titel :
Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
Conference_Location :
Tokyo
Print_ISBN :
0-7803-5731-0
DOI :
10.1109/ICSMC.1999.815541
