Fitness Causes Bloat: Mutation Export

@inproceedings{citeulike:1730675, abstract = {. The problem of evolving, using mutation, an artificial ant to follow the Santa Fe trail is used to study the well known genetic programming feature of growth in solution length. Known variously as \"bloat\", \"fluff \" and increasing \"structural complexity\", this is often described in terms of increasing \"redundancy\" in the code caused by \"introns\". Comparison between runs with and without fitness selection pressure, backed by Price's Theorem, shows the tendency for solutions to grow in...}, address = {Paris}, author = {Langdon, W. B. and Poli, R.}, booktitle = {Proceedings of the First European Workshop on Genetic Programming}, citeulike-article-id = {1730675}, citeulike-linkout-0 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.40.8288}, editor = {Banzhaf, Wolfgang and Poli, Riccardo and Schoenauer, Marc and Fogarty, Terence C.}, keywords = {analysis, bloat, evolutionary-computation, genetic-programming, theory}, month = {JanuaryApril-JanuaryMay}, pages = {37--48}, posted-at = {2007-10-05 12:07:37}, priority = {0}, publisher = {Springer-Verlag}, title = {Fitness Causes Bloat: Mutation}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.40.8288}, volume = {1391}, year = {1998} }

TY - CONF ID - citeulike:1730675 L3 - citeulike-article-id:1730675 N2 - . The problem of evolving, using mutation, an artificial ant to follow the Santa Fe trail is used to study the well known genetic programming feature of growth in solution length. Known variously as "bloat", "fluff " and increasing "structural complexity", this is often described in terms of increasing "redundancy" in the code caused by "introns". Comparison between runs with and without fitness selection pressure, backed by Price's Theorem, shows the tendency for solutions to grow in... AD - Paris EP - 48 TI - Fitness Causes Bloat: Mutation PB - Springer-Verlag VL - 1391 T2 - Proceedings of the First European Workshop on Genetic Programming SP - 37 KW - analysis KW - bloat KW - evolutionary-computation KW - genetic-programming KW - theory AU - Langdon, WB AU - Poli, R A2 - Banzhaf, Wolfgang A2 - Poli, Riccardo A2 - Schoenauer, Marc A2 - Fogarty, Terence PY - 1998/14-15// UR - http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.40.8288 ER -