DocumentCode
1747763
Title
Studying the optimal parameter range of values in PADGP by means of real-life problems
Author
Fernández, F. ; Tomassini, M.
Author_Institution
Centro Universitario de Merida, Extremadura Univ., Spain
Volume
1
fYear
2001
fDate
2001
Firstpage
436
Abstract
We present a study on a couple of real-life problems using Parallel and Distributed Genetic Programming (PADGP). The aim is to confirm the presence of an optimal parameter range of values, which has been observed on benchmark problems. This range of values establishes a relationship between two important parameters in PADGP: the number of individuals and the total number of subpopulations we use when solving a problem. The simulations presented confirm the existence of the optimal parameter range of values which allows us to extend conclusions about the existence of this region for different classes of problems, and thus to link different PADGP and also GP parameters
Keywords
distributed algorithms; genetic algorithms; parallel algorithms; PADGP; Parallel and Distributed Genetic Programming; optimal parameter range; simulation; Computer science; Convergence; Evolutionary computation; Genetic algorithms; Genetic programming; Hypercubes; Parallel processing; Topology;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation, 2001. Proceedings of the 2001 Congress on
Conference_Location
Seoul
Print_ISBN
0-7803-6657-3
Type
conf
DOI
10.1109/CEC.2001.934424
Filename
934424
Link To Document