ON THE MINIMAL TEACHING SETS OF TWO-DIMENSIONAL THRESHOLD FUNCTIONS

被引:5
作者
Alekseyev, Max A. [1 ]
Basova, Marina G. [2 ]
Zolotykh, Nikolai Yu. [2 ,3 ]
机构
[1] George Washington Univ, Washington, DC 20052 USA
[2] NI Lobachevskii State Univ, Nizhnii Novgorod, Russia
[3] Higher Sch Econ, Nizhnii Novgorod, Russia
基金
美国国家科学基金会;
关键词
threshold function; integer lattice; teaching set; arrangement of lines; NUMBER; LINES;
D O I
10.1137/140978090
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
It is known that a minimal teaching set of any threshold function on the two-dimensional rectangular grid consists of 3 or 4 points. We derive exact formulae for the numbers of functions corresponding to these values and further refine them in the case of a minimal teaching set of size 3. We also prove that the average cardinality of the minimal teaching sets of threshold functions is asymptotically 7/2. We further present corollaries of these results concerning some special arrangements of lines in the plane.
引用
收藏
页码:157 / 165
页数:9
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