RULE DISCOVERY
Charles François (2004). RULE DISCOVERY, International Encyclopedia of Systems and Cybernetics, 2(2): 2901.
| Collection | International Encyclopedia of Systems and Cybernetics |
|---|---|
| Year | 2004 |
| Vol. (num.) | 2(2) |
| ID | ◀ 2901 ▶ |
| Object type | Methodology or model |
- “The replacement of rules of low strength by new rules when environmental situations are ill-handled” (J. HOLLAND, 1992 p.176)
This process is proper to evolving adaptive rules-based systems . It uses recombination .
It leads to “generating plausible replacements for rules assigned low strength”(Ibid, p.179), through a credit assignment algorithm , and is the motor of adaptation in systems of this type.
See also
Back propagation algorithm, Evaluator, Pattern recognition .