Korbicz, Józef - red. ; Uciński, Dariusz - red.
Rule weights in a neuro-fuzzy system with a hierarchical domain partition
Group publication title:
Subject and Keywords:
fuzzy inference system ; hierarchical input domain partition ; rule weights
The paper discusses the problem of rule weight tuning in neuro-fuzzy systems with parameterized consequences in which rule weights and the activation of the rules are not interchangeable. Some heuristic methods of rule weight computation in neuro-fuzzy systems with a hierarchical input domain partition and parameterized consequences are proposed. Several heuristics with experimental results showing the advantage of their usage are presented.
Zielona Góra: Uniwersytet Zielonogórski
AMCS, Volume 20, Number 2 (2010) ; click here to follow the link