FRI model based pre-evaluation in IEC

There are a lot of application areas of evolutionary computation approaches, where the evaluation of the fitness of an object is practically machinery uncomputable. This case helps interactive evolutionary computation (IEC) methods. In this paper a novel pre-evaluation IEC functionality is suggested, where the human evaluator is assisted by a pre-evaluated fitness value approximated by an adaptive incremental Fuzzy Rule Interpolation (FRI) model.