A fuzzy rule induction method using genetic algorithm Export

@article{citeulike:586243, abstract = {Kansei engineering expert systems simulate human perception for the evaluation of product design. A procedure of inducing a fuzzy decision tree for the Kansei engineering system is described for the analysis of driving comfort of automobiles. A method is proposed in this study for inducing the tree based on a genetic algorithm. Linguistic fuzzy rules are acquired by tracing the generated tree from the root node to leaf ones. The results are compared with the model of quantification theory type I which is one of the conventional statistical methods.}, author = {Tsuchiya, Toshio and Maeda, Tatsushi and Matsubara, Yukihiro and Nagamachi, Mitsuo}, booktitle = {Towards a New Ergonomics Age in the Pan-Pacific Region}, citeulike-article-id = {586243}, citeulike-linkout-0 = {http://dx.doi.org/10.1016/0169-8141(95)00076-3}, citeulike-linkout-1 = {http://www.sciencedirect.com/science/article/B6V31-3WJG36B-2H/2/9f9676dade5245b9908b971f97a60cf1}, doi = {10.1016/0169-8141(95)00076-3}, journal = {International Journal of Industrial Ergonomics}, keywords = {kansei}, month = {September}, number = {2-3}, pages = {135--145}, posted-at = {2006-04-14 09:28:02}, priority = {2}, title = {A fuzzy rule induction method using genetic algorithm}, url = {http://dx.doi.org/10.1016/0169-8141(95)00076-3}, volume = {18}, year = {1996} }

TY - JOUR ID - citeulike:586243 L3 - citeulike-article-id:586243 N2 - Kansei engineering expert systems simulate human perception for the evaluation of product design. A procedure of inducing a fuzzy decision tree for the Kansei engineering system is described for the analysis of driving comfort of automobiles. A method is proposed in this study for inducing the tree based on a genetic algorithm. Linguistic fuzzy rules are acquired by tracing the generated tree from the root node to leaf ones. The results are compared with the model of quantification theory type I which is one of the conventional statistical methods. IS - 2-3 JF - International Journal of Industrial Ergonomics EP - 145 TI - A fuzzy rule induction method using genetic algorithm VL - 18 T2 - Towards a New Ergonomics Age in the Pan-Pacific Region SP - 135 KW - kansei AU - Tsuchiya, Toshio AU - Maeda, Tatsushi AU - Matsubara, Yukihiro AU - Nagamachi, Mitsuo PY - 1996/09// UR - http://dx.doi.org/10.1016/0169-8141(95)00076-3 ER -