Title :
FRI model based pre-evaluation in IEC
Author :
Krizsán, Z. ; Kovács, Sz
Author_Institution :
Dept. of Inf. Technol., Univ. of Miskolc, Miskolc, Hungary
Abstract :
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.
Keywords :
evolutionary computation; fuzzy systems; interpolation; FRI model; IEC; evolutionary computation; fuzzy rule interpolation; interactive evolutionary computation; Biology computing; Computational intelligence; Evolutionary computation; Fuzzy reasoning; Fuzzy systems; Humans; IEC; Informatics; Interpolation; Machinery;
Conference_Titel :
Applied Computational Intelligence and Informatics, 2009. SACI '09. 5th International Symposium on
Conference_Location :
Timisoara
Print_ISBN :
978-1-4244-4477-9
Electronic_ISBN :
978-1-4244-4478-6
DOI :
10.1109/SACI.2009.5136267
