%0 Journal Article %1 heywood:2002:SMCB %A Heywood, M. I. %A Zincir-Heywood, A. N. %D 2002 %J IEEE Transactions on Systems, Man, and Cybernetics: Part B - Cybernetics %K algorithms, genetic linear programming programming, %N 3 %P 380--388 %T Dynamic Page Based Crossover in Linear Genetic Programming %V 32 %X Page-based Linear Genetic Programming (GP) is proposed in which individuals are described in terms of a number of pages. Pages are expressed in terms of a fixed number of instructions, constant for all individuals in the population. Pairwise crossover results in the swapping of single pages, thus individuals are of a fixed number of instructions. Head-to-head comparison with Tree structured GP and block-based Linear GP indicates that the page-based approach evolves succinct solutions without penalizing generalization ability.

@article{heywood:2002:SMCB, abstract = {Page-based Linear Genetic Programming (GP) is proposed in which individuals are described in terms of a number of pages. Pages are expressed in terms of a fixed number of instructions, constant for all individuals in the population. Pairwise crossover results in the swapping of single pages, thus individuals are of a fixed number of instructions. Head-to-head comparison with Tree structured GP and block-based Linear GP indicates that the page-based approach evolves succinct solutions without penalizing generalization ability.}, added-at = {2008-06-19T17:35:00.000+0200}, author = {Heywood, M. I. and Zincir-Heywood, A. N.}, biburl = {https://www.bibsonomy.org/bibtex/23dfac8e6de028a3a0cb6d7142a7a7219/brazovayeye}, email = {mheywood@cs.dal.ca}, interhash = {f96fea85d006413bb1cfbeb1fe83852b}, intrahash = {3dfac8e6de028a3a0cb6d7142a7a7219}, issn = {1083-4419}, journal = {IEEE Transactions on Systems, Man, and Cybernetics: Part B - Cybernetics}, keywords = {algorithms, genetic linear programming programming,}, month = {June}, number = 3, pages = {380--388}, timestamp = {2008-06-19T17:41:24.000+0200}, title = {Dynamic Page Based Crossover in Linear Genetic Programming}, volume = 32, year = 2002 }