%0 Conference Paper %1 poli:1998:evsn %A Poli, Riccardo %A Langdon, William B. %A O'Reilly, Una-May %B Genetic Programming 1998: Proceedings of the Third Annual Conference %C University of Wisconsin, Madison, Wisconsin, USA %D 1998 %E Koza, John R. %E Banzhaf, Wolfgang %E Chellapilla, Kumar %E Deb, Kalyanmoy %E Dorigo, Marco %E Fogel, David B. %E Garzon, Max H. %E Goldberg, David E. %E Iba, Hitoshi %E Riolo, Rick %I Morgan Kaufmann %K algorithms, genetic programming %P 284--292 %T Analysis of Schema Variance and Short Term Extinction Likelihoods %U http://cswww.essex.ac.uk/staff/poli/papers/Poli-GP1998-Schema.pdf %X This paper first analyses the impact of variance on schema transmission. Working from an exact derivation of the expected variance in schema transmission, it derives and analyses the signal-to-noise ratio for schemata. The paper then presents short term schema transmission probability results that focus on newly created schemata in the population. The analysis reveals the relative dependencies between schema transmission, population size, schema measured fitness, schema fragility and schema creation. %@ 1-55860-548-7

@inproceedings{poli:1998:evsn, abstract = {This paper first analyses the impact of variance on schema transmission. Working from an exact derivation of the expected variance in schema transmission, it derives and analyses the signal-to-noise ratio for schemata. The paper then presents short term schema transmission probability results that focus on newly created schemata in the population. The analysis reveals the relative dependencies between schema transmission, population size, schema measured fitness, schema fragility and schema creation.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {University of Wisconsin, Madison, Wisconsin, USA}, author = {Poli, Riccardo and Langdon, William B. and O'Reilly, Una-May}, biburl = {https://www.bibsonomy.org/bibtex/2df641e8d1f6db64cc0bf318f0d1d7e7e/brazovayeye}, booktitle = {Genetic Programming 1998: Proceedings of the Third Annual Conference}, editor = {Koza, John R. and Banzhaf, Wolfgang and Chellapilla, Kumar and Deb, Kalyanmoy and Dorigo, Marco and Fogel, David B. and Garzon, Max H. and Goldberg, David E. and Iba, Hitoshi and Riolo, Rick}, interhash = {2f457a9dc1aaaa80fd2e194feb893b5d}, intrahash = {df641e8d1f6db64cc0bf318f0d1d7e7e}, isbn = {1-55860-548-7}, keywords = {algorithms, genetic programming}, month = {22-25 July}, notes = {GP-98. Based on \cite{poli:1998:evsnTR}}, pages = {284--292}, publisher = {Morgan Kaufmann}, publisher_address = {San Francisco, CA, USA}, size = {9 pages}, timestamp = {2008-06-19T17:49:40.000+0200}, title = {Analysis of Schema Variance and Short Term Extinction Likelihoods}, url = {http://cswww.essex.ac.uk/staff/poli/papers/Poli-GP1998-Schema.pdf}, year = 1998 }