%0 Report %1 Yu04qualityand %A li Yu, Tian %A li Yu, Tian %A Goldberg, David E. %A Goldberg, David E. %D 2004 %K imported %T Quality and efficiency of model building for genetic algorithms %X This paper investigates the linkage model building for genetic algorithms. By assuming a given quality of the linkage model, a analytical model of time to convergence is derived. Given the computational cost of building the linkage model, an estimated total computational time is obtained by using the derived time-to-convergence model. The models are empirically verified. The results can be potentially used to decide whether applying a linkage-identification technique is worthwhile and give a guideline to speed up the linkage model building. 1

@techreport{Yu04qualityand, abstract = {This paper investigates the linkage model building for genetic algorithms. By assuming a given quality of the linkage model, a analytical model of time to convergence is derived. Given the computational cost of building the linkage model, an estimated total computational time is obtained by using the derived time-to-convergence model. The models are empirically verified. The results can be potentially used to decide whether applying a linkage-identification technique is worthwhile and give a guideline to speed up the linkage model building. 1}, added-at = {2009-04-13T23:57:18.000+0200}, author = {li Yu, Tian and li Yu, Tian and Goldberg, David E. and Goldberg, David E.}, biburl = {https://www.bibsonomy.org/bibtex/23e2aeaa90a61a67efe8dbe4c412f4ea5/dalbem}, description = {Quality and efficiency of model building for genetic algorithms}, institution = {Proceedings of Genetic and Evolutionary Computation Conference 2004 (GECCO-2004}, interhash = {ee50a14ebc5e4f1ec46832a244946f43}, intrahash = {3e2aeaa90a61a67efe8dbe4c412f4ea5}, keywords = {imported}, timestamp = {2009-04-13T23:57:18.000+0200}, title = {Quality and efficiency of model building for genetic algorithms}, year = 2004 }