Combining Multi-layer Perceptrons WithHeuristics For Reliable Control Chart PatternClassification

A hybrid system for on-line control chart pattern classification is presented. The system comprises three different pattern classification modules, a rule-based module and two multi-layer perceptron modules. Each module is set up, initialised and trained independently. The outputs of the hybrid system are produced by a decision making module which synergistically combines the outputs of the individual modules.