Title :
Exact GP schema theory for headless chicken crossover and subtree mutation
Author :
Poli, Riccardo ; McPhee, Nicholas F.
Author_Institution :
Sch. of Comput. Sci., Birmingham Univ., UK
Abstract :
A new general genetic programming (GP) schema theory for headless chicken crossover and subtree mutation is presented. The theory gives an exact formulation for the expected number of instances of a schema at the next generation, either in terms of microscopic quantities or in terms of macroscopic ones. This paper gives examples which show how the theory can be specialised to specific operators
Keywords :
genetic algorithms; mathematical operators; programming theory; trees (mathematics); exact genetic programming schema theory; headless chicken crossover; macroscopic quantities; microscopic quantities; operators; schema instances expected number; subtree mutation; theory specialisation; Computer science; Genetic mutations; Genetic programming; Mathematics; Microscopy; Shape;
Conference_Titel :
Evolutionary Computation, 2001. Proceedings of the 2001 Congress on
Conference_Location :
Seoul
Print_ISBN :
0-7803-6657-3
DOI :
10.1109/CEC.2001.934309