%0 Book Section %1 sastry:2003:GPTP %A Sastry, Kumara %A O'Reilly, Una-May %A Goldberg, David E. %A Hill, David %B Genetic Programming Theory and Practice %D 2003 %E Riolo, Rick L. %E Worzel, Bill %I Kluwer %K algorithms, blocks, building building-block expression genetic partition, population programming, schemas, size, supply, %P 137--154 %T Building Block Supply in Genetic Programming %U http://www-illigal.ge.uiuc.edu/kumara/wp-content/files/2003012.pdf %X We analyse building block supply in the initial population for genetic programming. Facetwise models for the supply of a single schema as well as for the supply of all schemas in a partition are developed. An estimate for the population size, given the size (or size distribution) of trees, that ensures the presence of all raw building blocks with a given error is derived using these facetwise models. The facetwise models and the population sizing estimate are verified with empirical results. %& 9

@incollection{sastry:2003:GPTP, abstract = {We analyse building block supply in the initial population for genetic programming. Facetwise models for the supply of a single schema as well as for the supply of all schemas in a partition are developed. An estimate for the population size, given the size (or size distribution) of trees, that ensures the presence of all raw building blocks with a given error is derived using these facetwise models. The facetwise models and the population sizing estimate are verified with empirical results.}, added-at = {2008-06-19T17:46:40.000+0200}, author = {Sastry, Kumara and O'Reilly, Una-May and Goldberg, David E. and Hill, David}, biburl = {https://www.bibsonomy.org/bibtex/228f3f42af93dff97a776fbbe0243cdb3/brazovayeye}, booktitle = {Genetic Programming Theory and Practice}, chapter = 9, editor = {Riolo, Rick L. and Worzel, Bill}, interhash = {c3cbb61d5980a96f3091bc6211e52405}, intrahash = {28f3f42af93dff97a776fbbe0243cdb3}, keywords = {algorithms, blocks, building building-block expression genetic partition, population programming, schemas, size, supply,}, notes = {2003012.pdf refers to IlliGAL report April 2003}, pages = {137--154}, publisher = {Kluwer}, size = {pages}, timestamp = {2008-06-19T17:51:04.000+0200}, title = {Building Block Supply in Genetic Programming}, url = {http://www-illigal.ge.uiuc.edu/kumara/wp-content/files/2003012.pdf}, year = 2003 }