DocumentCode :
445489
Title :
Geometric landscape of homologous crossover for syntactic trees
Author :
Moraglio, Alberto ; Poli, Riccardo
Author_Institution :
Dept. of Comput. Sci., Essex Univ.
Volume :
1
fYear :
2005
fDate :
5-5 Sept. 2005
Firstpage :
427
Abstract :
The relationship between search space, distances and genetic operators for syntactic trees is little understood. Geometric crossover and geometric mutation are representation-independent operators that are well-defined once a notion of distance over the solution space is defined. In this paper we apply this geometric framework to the syntactic tree representation and show how the well-known structural distance is naturally associated with homologous crossover and sub-tree mutation
Keywords :
genetic algorithms; geometry; mathematical operators; search problems; trees (mathematics); genetic operators; geometric crossover; geometric mutation; homologous crossover; representation-independent operators; search space; subtree mutation; syntactic tree representation; Computer science; Euclidean distance; Evolutionary computation; Extraterrestrial measurements; Genetic mutations; Hamming distance; Hypercubes; Mirrors; Visualization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Evolutionary Computation, 2005. The 2005 IEEE Congress on
Conference_Location :
Edinburgh, Scotland
Print_ISBN :
0-7803-9363-5
Type :
conf
DOI :
10.1109/CEC.2005.1554715
Filename :
1554715
Link To Document :
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