The Evolutionary Optimizer (EVO)

The Evolutionary Optimizer (EVO) is a tool for optimizing any systems whose properties are determined by numerical parameters (fuzzy controllers, for example). The approach for optimizing the parameters is adapted from the biological evolution: A "population" of several parameter sets represents a "parents" generation, which generates "children" (new parameter sets). Generation for generation, the properties of the system will be improved by modifying the parameter sets using the following evolutionary operators:

The selection of parents and the generating of children with new properties will be repeated until the system has reached the required optimizing level.

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