A Comparison of Selection Schemes Used in Genetic Algorithms Export

@techreport{citeulike:1595668, abstract = {Genetic Algorithms are a common probabilistic optimization method based on the model of natural evolution. One important operator in these algorithms is the selection scheme for which in this paper a new description model is introduced. With this a mathematical analysis of tournament selection, ranking selection and truncation selection is carried out that allows an exact prediction of the fitness values after selection. Furthermore several new properties of selection schemes are derived and...}, address = {Gloriastrasse 35, 8092 Zurich, Switzerland}, author = {Blickle, Tobias and Thiele, Lothar}, citeulike-article-id = {1595668}, citeulike-linkout-0 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.57.2449}, keywords = {ga-theory, genetic-algorithms, selection}, number = {11}, posted-at = {2007-08-29 16:29:11}, priority = {2}, title = {A Comparison of Selection Schemes Used in Genetic Algorithms}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.57.2449}, year = {1995} }

TY - RPRT ID - citeulike:1595668 L3 - citeulike-article-id:1595668 N2 - Genetic Algorithms are a common probabilistic optimization method based on the model of natural evolution. One important operator in these algorithms is the selection scheme for which in this paper a new description model is introduced. With this a mathematical analysis of tournament selection, ranking selection and truncation selection is carried out that allows an exact prediction of the fitness values after selection. Furthermore several new properties of selection schemes are derived and... IS - 11 AD - Gloriastrasse 35, 8092 Zurich, Switzerland TI - A Comparison of Selection Schemes Used in Genetic Algorithms KW - ga-theory KW - genetic-algorithms KW - selection AU - Blickle, Tobias AU - Thiele, Lothar PY - 1995/// UR - http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.57.2449 ER -