%0 Conference Paper %1 oneill:2004:tagopfcpwgs %A O'Neill, Michael %A Brabazon, Anthony %A Adley, Catherine %B Proceedings of the 2004 IEEE Congress on Evolutionary Computation %C Portland, Oregon %D 2004 %I IEEE Press %K Intelligence, Swarm algorithms, evolution genetic gramatical programming, %P 104--110 %T The Automatic Generation of Programs for Classification Problems with Grammatical Swarm %X This case study examines the application of Grammatical Swarm to classification problems, and illustrates the Particle Swarm algorithms' ability to specify the construction of programs. Each individual particle represents choices of program construction rules, where these rules are specified using a Backus-Naur Form grammar. Two problem instances are tackled, for the first problem we generate solutions that take the form of conditional statements in a C-like language subset, and for the second problem we generate simple regular expressions. The results demonstrate that it is possible to generate programs using the Grammatical Swarm technique with a performance similar to the Grammatical Evolution evolutionary automatic programming approach. %@ 0-7803-8515-2

@inproceedings{oneill:2004:tagopfcpwgs, abstract = {This case study examines the application of Grammatical Swarm to classification problems, and illustrates the Particle Swarm algorithms' ability to specify the construction of programs. Each individual particle represents choices of program construction rules, where these rules are specified using a Backus-Naur Form grammar. Two problem instances are tackled, for the first problem we generate solutions that take the form of conditional statements in a C-like language subset, and for the second problem we generate simple regular expressions. The results demonstrate that it is possible to generate programs using the Grammatical Swarm technique with a performance similar to the Grammatical Evolution evolutionary automatic programming approach.}, added-at = {2008-06-19T17:46:40.000+0200}, address = {Portland, Oregon}, author = {O'Neill, Michael and Brabazon, Anthony and Adley, Catherine}, biburl = {https://www.bibsonomy.org/bibtex/2cffe975160127f08c5f1f9fb33f0ef1c/brazovayeye}, booktitle = {Proceedings of the 2004 IEEE Congress on Evolutionary Computation}, interhash = {699e28ae69231fea8c294e99dfcdbd3d}, intrahash = {cffe975160127f08c5f1f9fb33f0ef1c}, isbn = {0-7803-8515-2}, keywords = {Intelligence, Swarm algorithms, evolution genetic gramatical programming,}, month = {20-23 June}, notes = {CEC 2004 - A joint meeting of the IEEE, the EPS, and the IEE.}, pages = {104--110}, publisher = {IEEE Press}, timestamp = {2008-06-19T17:48:59.000+0200}, title = {The Automatic Generation of Programs for Classification Problems with Grammatical Swarm}, year = 2004 }