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TABLE 1. Computing Z logical function F z ( x ) on inputs x
z
1
1
1
...1
2
2
2
...2
...
ZZZ ... Z
x
a
bc
... Xa
bc
... X
...
a
bc
... X
y
g
ab...dag
b ...Œ
...
bŒg
...d
interpretation of the internal states z as being a selector for a specific func-
tion in a set of multivalued logical functions. This is most easily seen when
writing the driving function f y in form of a table.
Let a , b , c ... X be the input values x ; a, b, g ... Y be the output values
y ; and 1, 2, 3... Z be the values of the internal states. A particular driving
function f y is defined if to all pairs { xz } an appropriate value of y is associ-
ated. This is suggested in Table 1.
Clearly, under z = 1 a particular logical function, y = F 1 ( x ), relating y with
x is defined; under z = 2 another logical function, y = F 2 ( x ), is defined; and,
in general, under each z a certain logical function y = F z ( x ) is defined.
Hence, the driving function f y can be rewritten to read
(17)
yFx
= () ,
which means that this machine computes another logical function F z ¢ on its
inputs x , whenever its internal state z changes according to the state func-
tion z ¢= f z ( x , z ).
Or, in other words, whenever z changes, the machine becomes a differ-
ent trivial machine.
While this observation may be significant in grasping the fundamental
difference between nontrivial and trivial machines, and in appreciating the
significance of this difference in a theory of behavior, it permits us to cal-
culate the number of internal states that can be effective in changing the
modus operandi of this machine.
Following the paradigm of calculating the number N of logical functions
as the number of states of the dependent variable raised to the power of
the number of states of the independent variables
) (
no. of states of indep. variables
)
N = (
no. of states of dep. variables
(18)
we have for the number of possible trivial machines which connect y with
x
N T
=
Y
X
(19)
This, however, is the largest number of internal states which can effec-
tively produce a change in the function F z ( x ), for any additional state has
to be paired up with a function to which a state has been already assigned,
hence such additional internal states are redundant or at least indistin-
guishable. Consequently
Z £ Y X
 
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