%0 Conference Paper %1 Heywood:2000:PBGP %A Heywood, M. I. %A Zincir-Heywood, A. N. %B Systems, Man, and Cybernetics, 2000 IEEE International Conference %C IEEE Press %D 2000 %K a algorithms, code computation, computational crossover definitions equal evolutionary external fitness fragments, genetic individuals, internal length linear of operator, output overheads, page-based priori programming, register register-machine, %P 3823--3828 %T Page-based linear genetic programming %U http://ieeexplore.ieee.org/iel5/7099/19140/00886606.pdf?isNumber=19140 %V 5 %X Genetic programming arguably represents the most general form of evolutionary computation. However, such generality is not without significant computational overheads. Particularly, the cost of evaluating the fitness of individuals in any form of evolutionary computation represents the single most significant computational bottleneck. A less widely acknowledged computational overhead in GP involves the implementation of the crossover operator. To this end a page-based definition of individuals is used to restrict crossover to equal length code fragments. Moreover, by using a register-machine context, the significance of a priori internal register external output definitions is emphasized. %@ 0-7803-6583-6

@inproceedings{Heywood:2000:PBGP, abstract = {Genetic programming arguably represents the most general form of evolutionary computation. However, such generality is not without significant computational overheads. Particularly, the cost of evaluating the fitness of individuals in any form of evolutionary computation represents the single most significant computational bottleneck. A less widely acknowledged computational overhead in GP involves the implementation of the crossover operator. To this end a page-based definition of individuals is used to restrict crossover to equal length code fragments. Moreover, by using a register-machine context, the significance of a priori internal register external output definitions is emphasized.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {IEEE Press}, author = {Heywood, M. I. and Zincir-Heywood, A. N.}, biburl = {https://www.bibsonomy.org/bibtex/24c713e974de2ff377061d7071b937108/brazovayeye}, booktitle = {Systems, Man, and Cybernetics, 2000 IEEE International Conference}, interhash = {3683a1563b5747e6133931439f49e1ba}, intrahash = {4c713e974de2ff377061d7071b937108}, isbn = {0-7803-6583-6}, keywords = {a algorithms, code computation, computational crossover definitions equal evolutionary external fitness fragments, genetic individuals, internal length linear of operator, output overheads, page-based priori programming, register register-machine,}, month = {8-11 October}, pages = {3823--3828}, size = {6 pages}, timestamp = {2008-06-19T17:41:24.000+0200}, title = {Page-based linear genetic programming}, url = {http://ieeexplore.ieee.org/iel5/7099/19140/00886606.pdf?isNumber=19140}, volume = 5, year = 2000 }