Learning the ideal evaluation function Export

@misc{deJPo03, abstract = {Designing an adequate fitness function requires substantial knowledge of a problem and of features that indicate progress towards a solution. Coevolution takes the human out of the loop by dynamically constructing the evaluation function based on interactions between evolving individuals. A question is to what extent such automatic evaluation can be adequate. We define the notion of an ideal evaluation function. It is shown that coevolution can in principle achieve ideal evaluation. Moreover,...}, author = {de Jong, E. and Pollack, J.}, citeulike-article-id = {1899624}, citeulike-linkout-0 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.3.4306}, keywords = {automatic-evaluation, co-evolution, fitness, pareto\_coevolution}, posted-at = {2007-11-11 19:50:01}, priority = {0}, title = {Learning the ideal evaluation function}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.3.4306}, year = {2003} }

TY - GEN ID - deJPo03 L3 - citeulike-article-id:1899624 N2 - Designing an adequate fitness function requires substantial knowledge of a problem and of features that indicate progress towards a solution. Coevolution takes the human out of the loop by dynamically constructing the evaluation function based on interactions between evolving individuals. A question is to what extent such automatic evaluation can be adequate. We define the notion of an ideal evaluation function. It is shown that coevolution can in principle achieve ideal evaluation. Moreover,... TI - Learning the ideal evaluation function KW - automatic-evaluation KW - co-evolution KW - fitness KW - pareto_coevolution AU - de Jong, E AU - Pollack, J PY - 2003/// UR - http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.3.4306 ER -