Qualitative Model Evolution
Proceedings of the Twelfth International Joint Conference on Artificial Intelligence. Vision. Pages 1311-1315.
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.
@inproceedings{ijcai1991p193,
title = {Qualitative Model Evolution},
author = {Varsek, Alen},
booktitle = {Proceedings of the Twelfth International Joint Conference on
Artificial Intelligence, {IJCAI-91}},
publisher = {International Joint Conferences on Artificial Intelligence},
editor = {John Mylopoulos and Ray Reiter},
pages = {1311--1315},
year = {1991},
month = {8},
note = {Vision},
url = {https://ijcai.org/proceedings/1991/193},
}
TY - CPAPER TI - Qualitative Model Evolution AU - Varsek, Alen T2 - Proceedings of the Twelfth International Joint Conference on Artificial Intelligence, IJCAI-91 PB - International Joint Conferences on Artificial Intelligence PY - 1991 SP - 1311 EP - 1315 UR - https://ijcai.org/proceedings/1991/193 ER -Copied
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