%0 Journal Article %1 Garibay:2006:GPEM %A Garibay, Ivan %A Wu, Annie S. %A Garibay, Ozlem %D 2006 %J Genetic Programming and Evolvable Machines %K Emergence Genomic Proportional Representation, Self-organisation, algorithm, algorithms, genetic self-similarity, %N 1 %P 55--80 %R doi:10.1007/s10710-006-7011-4 %T Emergence of genomic self-similarity in location independent representations Favoring positive correlation between the form and quality of candidate solutions %V 7 %X A key property for predicting the effectiveness of stochastic search techniques, including evolutionary algorithms, is the existence of a positive correlation between the form and the quality of candidate solutions. In this paper we show that when the ordering of genomic symbols in a genetic algorithm is completely independent of the fitness function and therefore free to evolve along with the candidate solutions it encodes, the resulting genomes self-organise into self-similar structures that favour this key stochastic search property.

@article{Garibay:2006:GPEM, abstract = {A key property for predicting the effectiveness of stochastic search techniques, including evolutionary algorithms, is the existence of a positive correlation between the form and the quality of candidate solutions. In this paper we show that when the ordering of genomic symbols in a genetic algorithm is completely independent of the fitness function and therefore free to evolve along with the candidate solutions it encodes, the resulting genomes self-organise into self-similar structures that favour this key stochastic search property.}, added-at = {2008-06-19T17:35:00.000+0200}, author = {Garibay, Ivan and Wu, Annie S. and Garibay, Ozlem}, biburl = {https://www.bibsonomy.org/bibtex/2531eec67550c833823c9bd9846af9bb9/brazovayeye}, doi = {doi:10.1007/s10710-006-7011-4}, interhash = {663c746169df5377ed1e39543837079a}, intrahash = {531eec67550c833823c9bd9846af9bb9}, issn = {1389-2576}, journal = {Genetic Programming and Evolvable Machines}, keywords = {Emergence Genomic Proportional Representation, Self-organisation, algorithm, algorithms, genetic self-similarity,}, month = {March}, notes = {white noise}, number = 1, pages = {55--80}, size = {26 pages}, timestamp = {2008-06-19T17:40:04.000+0200}, title = {Emergence of genomic self-similarity in location independent representations Favoring positive correlation between the form and quality of candidate solutions}, volume = 7, year = 2006 }