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b = 15
d = 127
w = 3
1
2
3
q = w
a = b
4
5
6
w = a
7
b = a d
8
Figure 14.57: Another instance of the number of bits problem.
Lemma 14.25 e
ectively states that the result computed by iterative analysis
( f ( a b )) can be no better than what would actually occur when the program
takes either path ( f ( a )
ff
f ( b )).
For some data flow problems, we are fortunate in that we can strengthen
Lemma 14.25 to obtain the following:
Definition 14.26 A data flow framework D=
(
G eg , L ,F
) is distributive i ff
(
f ∈F
)(
a , b A )
f ( a b )
= f ( a )
f ( b )
For such frameworks, the meet operator (
) loses no information, and we
obtain the best solution possible, assuming that any path through the program
 
 
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