%0 Conference Paper %1 tominaga:2003:gecco %A Tominaga, Kazuto %A Suzuki, Tomoya %A Oka, Kazuhiro %B Genetic and Evolutionary Computation -- GECCO-2003 %C Chicago %D 2003 %E Cantú-Paz, E. %E Foster, J. A. %E Deb, K. %E Davis, D. %E Roy, R. %E O'Reilly, U.-M. %E Beyer, H.-G. %E Standish, R. %E Kendall, G. %E Wilson, S. %E Harman, M. %E Wegener, J. %E Dasgupta, D. %E Potter, M. A. %E Schultz, A. C. %E Dowsland, K. %E Jonoska, N. %E Miller, J. %I Springer-Verlag %K algorithms, genetic poster programming, %P 1814--1815 %T An Encoding Scheme for Generating -Expressions in Genetic Programming %V 2724 %X To apply genetic programming (GP) to evolve -expressions, we devised an encoding scheme that encodes -expressions into trees. This encoding has closure property, i.e., any combination of terminal and non-terminal symbols forms a valid -expression. We applied this encoding to a simple symbolic regression problem over Church numerals and the objective function was successfully obtained. This encoding scheme will provide a good foothold for exploring fundamental properties of GP by making use of lambda-calculus. %@ 3-540-40603-4

@inproceedings{tominaga:2003:gecco, abstract = {To apply genetic programming (GP) to evolve -expressions, we devised an encoding scheme that encodes -expressions into trees. This encoding has closure property, i.e., any combination of terminal and non-terminal symbols forms a valid -expression. We applied this encoding to a simple symbolic regression problem over Church numerals and the objective function was successfully obtained. This encoding scheme will provide a good foothold for exploring fundamental properties of GP by making use of lambda-calculus.}, added-at = {2008-06-19T17:46:40.000+0200}, address = {Chicago}, author = {Tominaga, Kazuto and Suzuki, Tomoya and Oka, Kazuhiro}, biburl = {https://www.bibsonomy.org/bibtex/2892ecda6da7f1893072364118db3d35b/brazovayeye}, booktitle = {Genetic and Evolutionary Computation -- GECCO-2003}, editor = {Cant{\'u}-Paz, E. and Foster, J. A. and Deb, K. and Davis, D. and Roy, R. and O'Reilly, U.-M. and Beyer, H.-G. and Standish, R. and Kendall, G. and Wilson, S. and Harman, M. and Wegener, J. and Dasgupta, D. and Potter, M. A. and Schultz, A. C. and Dowsland, K. and Jonoska, N. and Miller, J.}, interhash = {1df1024b0145f7ca9e4a6d18768453d7}, intrahash = {892ecda6da7f1893072364118db3d35b}, isbn = {3-540-40603-4}, keywords = {algorithms, genetic poster programming,}, month = {12-16 July}, notes = {GECCO-2003. A joint meeting of the twelfth International Conference on Genetic Algorithms (ICGA-2003) and the eighth Annual Genetic Programming Conference (GP-2003)}, pages = {1814--1815}, publisher = {Springer-Verlag}, publisher_address = {Berlin}, series = {LNCS}, timestamp = {2008-06-19T17:53:14.000+0200}, title = {An Encoding Scheme for Generating -Expressions in Genetic Programming}, volume = 2724, year = 2003 }