%0 Conference Paper %1 igel:1999:IIDDGCFGP %A Igel, Christian %A Chellapilla, Kumar %B Proceedings of the Genetic and Evolutionary Computation Conference %C Orlando, Florida, USA %D 1999 %E Banzhaf, Wolfgang %E Daida, Jason %E Eiben, Agoston E. %E Garzon, Max H. %E Honavar, Vasant %E Jakiela, Mark %E Smith, Robert E. %I Morgan Kaufmann %K algorithms, and evolvable genetic hardware programming %P 1061--1068 %T Investigating the Influence of Depth and Degree of Genotypic Change on Fitness in Genetic Programming %U http://www.cs.bham.ac.uk/~wbl/biblio/gecco1999/GP-422.ps %V 2 %X In this paper we investigate the influence of (a) the amount of variation generated in the genotype and (b) the depth of application of variation operators on the offspring fitness in genetic programming. Simulation results on three common test problems indicate that for certain features of the fitness distribution the location of the variation may play as important a role as the choice of the applied operators. %@ 1-55860-611-4

@inproceedings{igel:1999:IIDDGCFGP, abstract = {In this paper we investigate the influence of (a) the amount of variation generated in the genotype and (b) the depth of application of variation operators on the offspring fitness in genetic programming. Simulation results on three common test problems indicate that for certain features of the fitness distribution the location of the variation may play as important a role as the choice of the applied operators.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Orlando, Florida, USA}, author = {Igel, Christian and Chellapilla, Kumar}, biburl = {https://www.bibsonomy.org/bibtex/22840d2a4fc3fd1a7511ae0fd2e8063a0/brazovayeye}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, editor = {Banzhaf, Wolfgang and Daida, Jason and Eiben, Agoston E. and Garzon, Max H. and Honavar, Vasant and Jakiela, Mark and Smith, Robert E.}, interhash = {091cb9c2b56b71292f944dc4e568f674}, intrahash = {2840d2a4fc3fd1a7511ae0fd2e8063a0}, isbn = {1-55860-611-4}, keywords = {algorithms, and evolvable genetic hardware programming}, month = {13-17 July}, notes = {GECCO-99 A joint meeting of the eighth international conference on genetic algorithms (ICGA-99) and the fourth annual genetic programming conference (GP-99) Errata: We thought of binary trees when the second paragraph on the second page (i.e. 1062) was written...}, pages = {1061--1068}, publisher = {Morgan Kaufmann}, publisher_address = {San Francisco, CA 94104, USA}, timestamp = {2008-06-19T17:42:06.000+0200}, title = {Investigating the Influence of Depth and Degree of Genotypic Change on Fitness in Genetic Programming}, url = {http://www.cs.bham.ac.uk/~wbl/biblio/gecco1999/GP-422.ps}, volume = 2, year = 1999 }