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where within the summations s i = t j , so that, using ( 5.4 ), Φ can also be written as
p i ·
q j
ʔ ( t j ) ·
Φ ij
(5.6)
j J
i I j
All that remains is to show that ʔ (
s ) Φ , which we do by manipulating ʔ so that
it takes on a form similar to that in ( 5.6 ):
ʔ =
q j · ʘ j
j J
p i
ʔ ( t j ) · ʘ j
=
q j ·
using ( 5.5 ) again
j J
i I j
p i ·
q j
ʔ ( t j ) ·
=
ʘ j .
j J
i I j
Comparing this with ( 5.6 ) above we see that the required result, ʔ (
s ) Φ , follows
from an application of the linearity of lifting operation.
ʱ
ʱ
−ₒ
s ) Φ and ʔ
ʔ . Then Φ
Φ for some Φ such
Lemma 5.6
Suppose ʔ (
that ʔ (
s ) Φ .
Proof
First we consider two claims
˄
−ₒ
˄
s ) Φ and ʔ
ʔ , then Φ
Φ for some Φ such that ʔ (
s ) Φ .
(i) If ʔ (
˄
ʔ , then Φ
ˆ
˄
Φ for some Φ such that ʔ (
ˆ
s ) Φ .
The proof of claim (i) is similar to the proof of Lemma 5.5 . Claim (ii) follows from
claim (i) by induction on the length of the derivation of ˄
s ) Φ and ʔ
(ii) If ʔ (
. By combining claim (ii)
with Lemma 5.5 , we obtain the required result.
s ) is both reflexive and transitive on distributions.
Proposition 5.2
The relation (
Proof
We leave reflexivity to the reader; it relies on the fact that s
s s for every
state s .
For transitivity, let
s ) Φ
for some intermediate distribution ʔ . Transitivity follows from the two claims
R
sCSP
× D
( sCSP )begivenby s
R
Φ iff s
s ʔ (
s ) ʔ (
s ) Φ implies ʘ
Φ
(i) ʘ (
R
s ) .
Claim (ii) is a straightforward application of Lemma 5.6 , so let us look at (i). From
ʘ (
(ii)
R
is a simulation, hence
R
(
s ) ʔ we have
ʘ
=
p i ·
s i ,
s i s ʔ i ,
ʔ
=
p i ·
ʔ i .
i I
i I
= i I p i ·
s ) Φ , in analogy to Proposition 3.3 we can show that Φ
Since ʔ (
Φ i
such that ʔ i (
s ) Φ i . So for each i we have s i R
Φ i , from which it follows that
ʘ R
Φ .
 
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