Probabilistic model-building genetic algorithms Export

@inproceedings{citeulike:4511303, abstract = {Probabilistic model-building algorithms (PMBGAs) replace traditional variation of genetic and evolutionary algorithms by (1) building a probabilistic model of promising solutions and (2) sampling the built model to generate new candidate solutions. PMBGAs are also known as estimation of distribution algorithms (EDAs) and iterated density-estimation algorithms (IDEAs).}, address = {New York, NY, USA}, author = {Pelikan, Martin}, booktitle = {GECCO '08: Proceedings of the 2008 GECCO conference companion on Genetic and evolutionary computation}, citeulike-article-id = {4511303}, citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=1389060}, citeulike-linkout-1 = {http://dx.doi.org/10.1145/1388969.1389060}, doi = {10.1145/1388969.1389060}, isbn = {978-1-60558-131-6}, keywords = {boa, edas, genetic-algorithms}, location = {Atlanta, GA, USA}, pages = {2389--2416}, posted-at = {2009-05-28 12:18:46}, priority = {0}, publisher = {ACM}, title = {Probabilistic model-building genetic algorithms}, url = {http://dx.doi.org/10.1145/1388969.1389060}, year = {2008} }

TY - CONF ID - citeulike:4511303 L3 - citeulike-article-id:4511303 N2 - Probabilistic model-building algorithms (PMBGAs) replace traditional variation of genetic and evolutionary algorithms by (1) building a probabilistic model of promising solutions and (2) sampling the built model to generate new candidate solutions. PMBGAs are also known as estimation of distribution algorithms (EDAs) and iterated density-estimation algorithms (IDEAs). CY - Atlanta, GA, USA SN - 978-1-60558-131-6 AD - New York, NY, USA EP - 2416 TI - Probabilistic model-building genetic algorithms PB - ACM T2 - GECCO '08: Proceedings of the 2008 GECCO conference companion on Genetic and evolutionary computation SP - 2389 KW - boa KW - edas KW - genetic-algorithms AU - Pelikan, Martin PY - 2008/// UR - http://dx.doi.org/10.1145/1388969.1389060 ER -