Title :
Pipelined genetic architecture with fitness on the fly
Author :
Sáenz, E. ; Ibarra, A. ; Lanchares, J. ; Hidalgo, J.I.
Author_Institution :
Dept. Sistemas Inf. y Programacion, Univ. Complutense de Madrid, Spain
Abstract :
One of the main bottlenecks in Genetics Algorithms is the fitness evaluation for each individual. In this work, we propose a new fitness evaluation method, which will solve the bottleneck calculating a fitness on the fly
Keywords :
genetic algorithms; parallel algorithms; pipeline processing; dependencies; fitness evaluation; genetics algorithms; pipelined genetic architecture; Biological cells; Biological system modeling; Computer architecture; Evolution (biology); Genetic algorithms; Genetic mutations; Neural networks; Pipeline processing; Simulated annealing; Stochastic processes;
Conference_Titel :
Digital Systems Design, 2001. Proceedings. Euromicro Symposium on
Conference_Location :
Warsaw
Print_ISBN :
0-7695-1239-9
DOI :
10.1109/DSD.2001.952340
