Linkage Identification by Non-monotonicity Detection for Overlapping Functions

@article{citeulike:1938030, abstract = {This paper presents the linkage identification by non-monotonicity detection (LIMD) procedure and its extension for overlapping functions by introducing the tightness detection (TD) procedure. The LIMD identifies linkage groups directly by performing order-2 simultaneous perturbations on a pair of loci to detect monotonicity/non-monotonicity of fitness changes. The LIMD can identify linkage groups with at most order of k when it is applied to O(2 k ) strings. The TD procedure calculates...}, author = {Munetomo, Masaharu and Goldberg, David E. }, citeulike-article-id = {1938030}, journal = {Evolutionary Computation}, keywords = {binary, block, building, ga, learning, linkage}, number = {4}, pages = {377--398}, posted-at = {2007-11-19 12:26:58}, priority = {2}, title = {Linkage Identification by Non-monotonicity Detection for Overlapping Functions}, url = {http://citeseer.ist.psu.edu/munetomo99linkage.html}, volume = {7}, year = {1999} }

TY - JOUR ID - citeulike:1938030 L3 - citeulike-article-id:1938030 TI - Linkage Identification by Non-monotonicity Detection for Overlapping Functions JF - Evolutionary Computation VL - 7 IS - 4 SP - 377 EP - 398 N2 - This paper presents the linkage identification by non-monotonicity detection (LIMD) procedure and its extension for overlapping functions by introducing the tightness detection (TD) procedure. The LIMD identifies linkage groups directly by performing order-2 simultaneous perturbations on a pair of loci to detect monotonicity/non-monotonicity of fitness changes. The LIMD can identify linkage groups with at most order of k when it is applied to O(2 k ) strings. The TD procedure calculates... KW - binary KW - block KW - building KW - ga KW - learning KW - linkage AU - Munetomo, Masaharu AU - Goldberg, David PY - 1999/// UR - http://citeseer.ist.psu.edu/munetomo99linkage.html ER -