Title :
Bounds on the Number of Threshold Functions
Author_Institution :
Case Institute of Technology, Cleveland, Ohio.
fDate :
6/1/1966 12:00:00 AM
Abstract :
It has been conjectured [1] that the number Rn of threshold functions of n arguments has the limiting form: Limn¿¿ log2 Rn/n2 = const. Bounds previously obtained [2], [3] show that such a constant would have to lie between ¿ and one. In the present note this constant is shown to have a lower bound of ¿.1 The result is extended to the number Rnm of threshold functions defined on m minterms of n arguments and suggests the more general form in the limit of large n, m/n. {logm/n Rnm/n} = const. with the same limits for the constant, providing that the minterms are spread out in a certain sense.
Keywords :
Boolean functions; Equations; Hydrogen; Hypercubes; Input variables; Pattern recognition; Visualization;
Journal_Title :
Electronic Computers, IEEE Transactions on
DOI :
10.1109/PGEC.1966.264494