%0 Conference Paper %1 vallejo:2001:EuroGP %A Vallejo, Edgar E. %A Ramos, Fernando %B Genetic Programming, Proceedings of EuroGP'2001 %C Lake Como, Italy %D 2001 %E Miller, Julian F. %E Tomassini, Marco %E Lanzi, Pier Luca %E Ryan, Conor %E Tettamanzi, Andrea G. B. %E Langdon, William B. %I Springer-Verlag %K Bioinformatics, DNA, Multiple Sequence Turing algorithms, aligment genetic machines, programming, %P 192--203 %T Evolving Turing machines for Biosequences Recognition and Analysis %U http://www.springerlink.com/openurl.asp?genre=article&issn=0302-9743&volume=2038&spage=192 %V 2038 %X This article presents a genetic programming system for biosequence recognition and analysis. In our model, a population of Turing machines evolves the capability of biosequence recognition using genetic algorithms. We use HIV sequences as the working example. Experimental results indicate that evolved Turing machines are capable of recognizing HIV sequences in a collection of training sets. In addition, we demonstrate that the evolved Turing machines can be used to approximate the multiple sequence alignment problem. %@ 3-540-41899-7

@inproceedings{vallejo:2001:EuroGP, abstract = {This article presents a genetic programming system for biosequence recognition and analysis. In our model, a population of Turing machines evolves the capability of biosequence recognition using genetic algorithms. We use HIV sequences as the working example. Experimental results indicate that evolved Turing machines are capable of recognizing HIV sequences in a collection of training sets. In addition, we demonstrate that the evolved Turing machines can be used to approximate the multiple sequence alignment problem.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Lake Como, Italy}, author = {Vallejo, Edgar E. and Ramos, Fernando}, biburl = {https://www.bibsonomy.org/bibtex/29bd069abb1e568ef42af83fae7cc931f/brazovayeye}, booktitle = {Genetic Programming, Proceedings of EuroGP'2001}, editor = {Miller, Julian F. and Tomassini, Marco and Lanzi, Pier Luca and Ryan, Conor and Tettamanzi, Andrea G. B. and Langdon, William B.}, interhash = {7ec01fcd5ac14ffd436bac0960d04d18}, intrahash = {9bd069abb1e568ef42af83fae7cc931f}, isbn = {3-540-41899-7}, keywords = {Bioinformatics, DNA, Multiple Sequence Turing algorithms, aligment genetic machines, programming,}, month = {18-20 April}, notes = {EuroGP'2001, part of \cite{miller:2001:gp}}, organisation = {EvoNET}, pages = {192--203}, publisher = {Springer-Verlag}, publisher_address = {Berlin}, series = {LNCS}, size = {12 pages}, timestamp = {2008-06-19T17:53:31.000+0200}, title = {Evolving Turing machines for Biosequences Recognition and Analysis}, url = {http://www.springerlink.com/openurl.asp?genre=article&issn=0302-9743&volume=2038&spage=192}, volume = 2038, year = 2001 }