International Journal of applied mathematics and computer science

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Paper details

Number 2 - June 2010
Volume 20 - 2010

Rule weights in a neuro-fuzzy system with a hierarchical domain partition

Krzysztof Simiński

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.

fuzzy inference system, hierarchical input domain partition, rule weights