%0 Conference Paper %1 fernandez:2000:esimgp %A Fernandez, F. %A Tomassini, M. %A Sanchez, J. M. %B Proceedings of the 26th Annual Conference of the IEEE Industrial Electronics Society %C Nagoya, Japan %D 2000 %I IEEE Press %K algorithms, genetic programming %P 2672--2677 %T Experimental Study of Isolated Multipopulation Genetic Programming %U http://fp.ieeexplore.ieee.org/iel5/7662/20956/00972420.pdf?isNumber=20956&prod=CNF&arnumber=00972420 %V 1697 %X In this paper we present results obtained when comparing classic genetic programming (GP) with the isolated multipopulation version. Our first discovery was that sometimes, given a certain number of individuals, it is useful to distribute them among several populations even when no communication is allowed. This consequently lead to research concentrating on three main questions: firstly, how to distribute individuals according to the problem in hand; secondly, how many populations must be employed in proportion to the effort and fitness involved when solving a problem; and finally, how to use isolated multipopulation GP in the classification of problems. %@ 0-7803-6456-2

@inproceedings{fernandez:2000:esimgp, abstract = {In this paper we present results obtained when comparing classic genetic programming (GP) with the isolated multipopulation version. Our first discovery was that sometimes, given a certain number of individuals, it is useful to distribute them among several populations even when no communication is allowed. This consequently lead to research concentrating on three main questions: firstly, how to distribute individuals according to the problem in hand; secondly, how many populations must be employed in proportion to the effort and fitness involved when solving a problem; and finally, how to use isolated multipopulation GP in the classification of problems.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Nagoya, Japan}, author = {Fernandez, F. and Tomassini, M. and Sanchez, J. M.}, biburl = {https://www.bibsonomy.org/bibtex/20a02aa6b17e35f95aa56f089cd1f496b/brazovayeye}, booktitle = {Proceedings of the 26th Annual Conference of the IEEE Industrial Electronics Society}, interhash = {2aacb7431d67448a2e03913f8f0e6c26}, intrahash = {0a02aa6b17e35f95aa56f089cd1f496b}, isbn = {0-7803-6456-2}, keywords = {algorithms, genetic programming}, month = {October}, pages = {2672--2677}, publisher = {IEEE Press}, timestamp = {2008-06-19T17:39:29.000+0200}, title = {Experimental Study of Isolated Multipopulation Genetic Programming}, url = {http://fp.ieeexplore.ieee.org/iel5/7662/20956/00972420.pdf?isNumber=20956&prod=CNF&arnumber=00972420}, volume = 1697, year = 2000 }