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˄
−ₒ ʘ 0 , where ʘ 0 has support
1
2
(i) s 1
{ s 0 , s 2 }
and assigns each of them the weight
˄
−ₒ
(ii) s 1
ʘ 1 , where ʘ 1 has the support
{
s 3 , s 4 }
, again diving the mass equally
among them.
So there are many possibilities for ʔ 2 ; Lemma 6.1 shows that in fact ʔ 2 can be of
the form
p
·
ʘ 0 +
(1
p )
·
ʘ 1
(6.12)
for any choice of p
[0, 1].
Let us consider one possibility, an extreme one where p is cho se n to be 0; only
the transition (ii) above is used. Here ʔ 2
1
2 s 4 , and ʔ k
ʵ
whenever k> 2. A simple calc ulation shows that in this case the extreme derivative
generated is ʘ 1 =
is the subdistribution
=
2 ˉ
1
2 s 3 +
1
2 ˉ. 0 which implies that
1
d ( T , Q 2 ).
Another possibility for ʔ 2 is ʘ 0 , corresponding to the cho ic e of p
A
=
1 in( 6.12 )
1
2 ·
1
2 ·
above. Continuing wit h this derivation leads to ʔ 3 being
s 1 +
ˉ. 0 ; in other
words, ʔ 3
1
1
s 1 . Now in the generation of ʔ 4 from ʔ 3
once more we have to resolve a transition from the nondeterministic state s 1 ,by
choosing some arbitrary p
=
2 ·
ˉ. 0 and ʔ 3
=
2 ·
[0, 1] in ( 6.12 ). Suppose that each time this arises, we
systematically choose p =
1, that is, we ignore completely the transition (ii) above.
Then it is easy to see that the extreme derivative generated is
1
2 k ·
ʘ 0 =
ˉ. 0,
k 1
which simplifies to the distribution ˉ. 0 . This in turn means that ˉ
d ( T , Q 2 ).
We have seen two possible derivations of extreme deriv ati ves from s 0 . But there
are many others. In general, whenever ʔ k
A
is of the form q
·
s 1 , we have to resolve the
nondeterminism by choosing a p
[0, 1] in ( 6.12 ) above; moreover, each such choice
is independent. However, it will foll ow from later results, specifically, Corollary 6.4 ,
that every extreme derivative ʔ of s 0 is of the form
ʘ 0 +
q ) ʘ 1
q
·
(1
for some choice of q
[0, 1]; this is explained in Example 6.11 . Consequently, it
={
d ( T , Q 2 )
[ 2 ,1]
follows that
A
| q
}
.
ˉ
d ( T , a. 0 )
Since
A
={
}
it follows that
d ( T , a. 0 )
d ( T , Q 2 )
d ( T , Q 2 )
d ( T , a. 0 ) .
A
Ho A
A
Sm A
Again it is possible to show that these inequalities result from any test T and that
therefore we have
a. 0
pmay Q 2
Q 2 pmust a. 0
 
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