{"type":"ScholarlyArticle","title":"Qualitative Model Evolution","authors":[{"name":"Alen Varsek","slug":"alen-varsek","given":"Alen","family":"Varsek","affiliation":""}],"abstract":"A pnetic aJsorithm is Ulled for JeanJiDs qualitative models b-I on the QSIM fOI'IIIalism. Hieran:hica1 :reprmentation eaables fonualion of \"IIUbmodela\" relevant for indudion of domain exp).anaQon. I>miDs the eean:h for better oocliDs of the c:audicWes, in puaiJel with the eean:h for better aoluuooa, the sise and shape -of candidate aolutiooa are dynamicaDy creaied. OpUmizaUon is baaed on the maximization of the number of examples covered by a candidate .110lution combined with the minimization of the number of 001111trainta Ulled in the aolution. The :result of J.eanUus is a lid. of models of difl'erent ..-=ific:ity that ezplain all pven examples. An experiment; in JeanJiDs a qualitative model of the COIIIltlded container BYBtem {UTUBE} is deacribed in detail. Several aolutiooa, equivalent to the OJ:isina1 model, were discovered.","doi":null,"url":"https://ijcai.org/proceedings/1991/193","pdf":"https://ijcai.org/proceedings/1991/0193.pdf","markdown":"https://ijcai.org/proceedings/1991/193.md","bibtex":"https://ijcai.org/proceedings/1991/bibtex/193","volume":{"slug":"1991","title":"Proceedings of the Twelfth International Joint Conference on Artificial Intelligence","short_title":"IJCAI 1991","url":"https://ijcai.org/proceedings/1991/","year":1991,"location":"Sydney, New South Wales, Australia","dates":"24-30 August 1991","editors":"John Mylopoulos and Ray Reiter","isbn":"","publisher":"International Joint Conferences on Artificial Intelligence","doi_prefix":""},"section":"Vision","track":"Vision","number":193,"pages":{"first":1311,"last":1315},"keywords":[],"videos":[],"references":[],"license_note":"Copyright International Joint Conferences on Artificial Intelligence."}