Intermediate · Fundamentals
Fuzzy rule
Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.
TL;DR. An 'IF-THEN' statement used in fuzzy logic systems to map fuzzy inputs to fuzzy outputs.
Technical Definition
An 'IF-THEN' statement used in fuzzy logic systems to map fuzzy inputs to fuzzy outputs.
How it works
A fuzzy rule, typically in an IF-THEN format, connects fuzzy input conditions to fuzzy output conclusions within a fuzzy logic system. These rules allow the system to infer outcomes based on partial truths and imprecise data, forming the basis of fuzzy inference.
Related Concepts
- Fuzzy logic — A logic system that uses 'degrees of truth' between 0 and 1, allowing for imprecise reasoning.
- Inference engine — A component of an AI system that uses logical rules to deduce new information from a knowledge base.