%0 Book Section %1 azad:2005:GPTP %A Azad, R. Muhammad Atif %A Ryan, Conor %B Genetic Programming Theory and Practice III %C Ann Arbor %D 2005 %E Yu, Tina %E Riolo, Rick L. %E Worzel, Bill %I Kluwer %K ADFs, Evolution, Evolving Generative Grammars, Grammatical Representations algorithms, genetic programming, %P 141--158 %T An Examination of Simultaneous Evolution of Grammars and Solutions %V 9 %X This chapter examines the notion of co-evolving grammars with a population of individuals. This idea has great promise because it is possible to dynamically reshape the solution space while evolving individuals. We compare such a system with a more standard system with fixed grammars and demonstrate that, on a selection of benchmark problems, the standard approach appears to be better. Several different context free grammars, including one inspired by Koza's GPPS system are examined, and a number of surprising results appear, which indicate that several representative GP benchmark problems are best tackled by a standard GP approach. %& 10 %@ 0-387-28110-X

@incollection{azad:2005:GPTP, abstract = {This chapter examines the notion of co-evolving grammars with a population of individuals. This idea has great promise because it is possible to dynamically reshape the solution space while evolving individuals. We compare such a system with a more standard system with fixed grammars and demonstrate that, on a selection of benchmark problems, the standard approach appears to be better. Several different context free grammars, including one inspired by Koza's GPPS system are examined, and a number of surprising results appear, which indicate that several representative GP benchmark problems are best tackled by a standard GP approach.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Ann Arbor}, author = {Azad, R. Muhammad Atif and Ryan, Conor}, biburl = {https://www.bibsonomy.org/bibtex/218eb4542eca2678b9cc19be0fe0e33e5/brazovayeye}, booktitle = {Genetic Programming Theory and Practice {III}}, chapter = 10, editor = {Yu, Tina and Riolo, Rick L. and Worzel, Bill}, interhash = {535f567fa51bc27b7fe7296c3ac75590}, intrahash = {18eb4542eca2678b9cc19be0fe0e33e5}, isbn = {0-387-28110-X}, keywords = {ADFs, Evolution, Evolving Generative Grammars, Grammatical Representations algorithms, genetic programming,}, month = {12-14 May}, notes = {part of \cite{yu:2005:GPTP} Published Jan 2006 after the workshop}, pages = {141--158}, publisher = {Kluwer}, series = {Genetic Programming}, size = {18 pages}, timestamp = {2008-06-19T17:35:59.000+0200}, title = {An Examination of Simultaneous Evolution of Grammars and Solutions}, volume = 9, year = 2005 }