Title :
Analysis of NK-xor landscapes
Author :
Van Kemenade, Cees H M
Author_Institution :
CWI, Amsterdam, Netherlands
Abstract :
The NK-xor landscapes are a class of optimization problems with adjustable ruggedness of its fitness landscape. The optimal value for each of the loci is dependent upon a k-neighborhood of this locus. A set of these landscapes is analyzed and the evolution of GAs on these fitness-landscapes is approximated by means of a transmission-function model
Keywords :
genetic algorithms; NK-xor landscapes; adjustable ruggedness; fitness landscape; fitness-landscapes; k-neighborhood; optimal value; optimization problems; transmission-function model; Algorithm design and analysis; Biological cells; Genetic algorithms;
Conference_Titel :
Evolutionary Computation Proceedings, 1998. IEEE World Congress on Computational Intelligence., The 1998 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
0-7803-4869-9
DOI :
10.1109/ICEC.1998.700143
