関数型後件部をもつファジィ推論の高速計算アルゴリズム

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  • Fast Computational Algorithm for Fuzzy Reasoning with Functional Consequent Part
  • カンスウガタ コウケンブ オ モツ ファジィ スイロン ノ コウソク ケイサン アルゴリズム

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This paper proposes a fast algorithm to compute the fuzzy reasoning with functional consequent part. This type of fuzzy reasoning is able to represent a complex input/output relation. The relation is difficult to be represented by the simplified fuzzy reasoning (SFR). The fuzzy reasoning with functional consequent part can be easily optimized in the same way as the SFR can. This will be advantageous in such a case that the fuzzy reasoning is applied to an adaptive controller and is optimized. The execution time can be ignored when the fuzzy reasoning is applied to a non-adaptive controller, but will be a serious problem when the fuzzy reasoning is applied to such an adaptive controller or its optimization. As a method to improve this difficulty, we propose a fast computational algorithm for the fuzzy reasoning with functional consequent part. This algorithm can be expressed by a simple computational flow. Possibility of its parallel execution is also discussed in this paper.

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