%0 Conference Paper %1 hart:2004:eurogp %A Hart, John %A Shepperd, Martin %B Genetic Programming 7th European Conference, EuroGP 2004, Proceedings %C Coimbra, Portugal %D 2004 %E Keijzer, Maarten %E O'Reilly, Una-May %E Lucas, Simon M. %E Costa, Ernesto %E Soule, Terence %I Springer-Verlag %K algorithms, genetic programming %P 289--298 %T The Evolution of Concurrent Control Software Using Genetic Programming %U http://www.springerlink.com/openurl.asp?genre=article&issn=0302-9743&volume=3003&spage=289 %V 3003 %X Despite considerable progress in GP over the past 10 years, there are many outstanding challenges that need to be addressed before it will be widely deployed for developing useful software. We suggest a method for the automatic creation of concurrent control software using Linear Genetic Programming (LGP) and a divide and conquer approach. The method involves decomposing the whole problem into a multi-task solution with multiple inputs and multiple outputs -- similar to the process used to implement embedded control solutions. We describe the necessary architecture of typical embedded control systems and their relevance to this work, the software evolution scheme used and lastly demonstrate the technique for an embedded software problem, namely a washing machine controller. %@ 3-540-21346-5

@inproceedings{hart:2004:eurogp, abstract = {Despite considerable progress in GP over the past 10 years, there are many outstanding challenges that need to be addressed before it will be widely deployed for developing useful software. We suggest a method for the automatic creation of concurrent control software using Linear Genetic Programming (LGP) and a divide and conquer approach. The method involves decomposing the whole problem into a multi-task solution with multiple inputs and multiple outputs -- similar to the process used to implement embedded control solutions. We describe the necessary architecture of typical embedded control systems and their relevance to this work, the software evolution scheme used and lastly demonstrate the technique for an embedded software problem, namely a washing machine controller.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Coimbra, Portugal}, author = {Hart, John and Shepperd, Martin}, biburl = {https://www.bibsonomy.org/bibtex/2b48158c38f756ccc45d10fe4d65e35a3/brazovayeye}, booktitle = {Genetic Programming 7th European Conference, EuroGP 2004, Proceedings}, editor = {Keijzer, Maarten and O'Reilly, Una-May and Lucas, Simon M. and Costa, Ernesto and Soule, Terence}, interhash = {87c737f8b4947b54dd801f2eb4509913}, intrahash = {b48158c38f756ccc45d10fe4d65e35a3}, isbn = {3-540-21346-5}, keywords = {algorithms, genetic programming}, month = {5-7 April}, notes = {Part of \cite{keijzer:2004:GP} EuroGP'2004 held in conjunction with EvoCOP2004 and EvoWorkshops2004 See also \cite{hart:2004:eurogpTR}}, organisation = {EvoNet}, pages = {289--298}, publisher = {Springer-Verlag}, publisher_address = {Berlin}, series = {LNCS}, timestamp = {2008-06-19T17:41:05.000+0200}, title = {The Evolution of Concurrent Control Software Using Genetic Programming}, url = {http://www.springerlink.com/openurl.asp?genre=article&issn=0302-9743&volume=3003&spage=289}, volume = 3003, year = 2004 }