# Approximate fuzzy reasoning based on interpolation in the vague environment of the fuzzy rulebase

@article{Kovcs1997ApproximateFR, title={Approximate fuzzy reasoning based on interpolation in the vague environment of the fuzzy rulebase}, author={S. Kov{\'a}cs and L. K{\'o}czy}, journal={Proceedings of IEEE International Conference on Intelligent Engineering Systems}, year={1997}, pages={63-68} }

In many practical applications of fuzzy logic controllers, fuzzy sets are used to describe a vague value, a value and a kind of density information on the antecedent and consequent universes of the fuzzy rule base. In this case the antecedent and consequent fuzzy partitions (formed by these primary fuzzy sets) can be described by vague environments. Using the concept of vague environment characterized by scaling functions instead of the linguistic term fuzzy sets gives a simple way for fuzzy… Expand

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#### References

SHOWING 1-8 OF 8 REFERENCES

Application of the Approximate Fuzzy Reasoning Based on Interpolation in the Vague Environment of the Fuzzy Rulebase in the Fuzzy Logic Controlled Path Tracking Strategy of Differential Steered AGVs

- Mathematics, Computer Science
- Fuzzy Days
- 1997

Interpolative reasoning with insufficient evidence in sparse fuzzy rule bases

- Mathematics, Computer Science
- Inf. Sci.
- 1993

An approximate analogical reasoning schema based on similarity measures and interval-valued fuzzy sets

- Mathematics
- 1990

Fuzzy Rule Interpolation in Vague Environment

- Proceedings of the 3rd. European Congress on Intelligent Techniques and Soft Computing
- 1995

Fuzzy Rule Interpolation in Vague Environment, Proceedings of the 3rd

- European Congress on Intelligent Techniques and Soft Computing,
- 1995

Fuzzy Sets and Vague Environments, Fuzzy Sets and Systems

- 1994