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Let ˆ
V I be a set of nodes of size (2 M W
M V ) + + M V (mod2) , which guaran-
ˆ
tees that
|V I
V I |
is even and at least twice the size of
W I . List the elements
ˆ
W I as w 1 ,w 2 ,...,w M W and the elements in
V I as v 1 ,v 2 ,...,v q ,where
in
V I
M V ) + + M V (mod2) .For i =1 , 2 ,...,M W ,add( v 2 i− 1 ,w i )
q = M V +(2 M W
and ( v 2 i ,w i ) to ¯
E . Notice that this may leave some isolated nodes in
V I ,which
2 k
1 , h
2 ,..., h
is allowed by the definition. Let h
be a lexicographic ordering of
k .Define η : ¯
ˆ
n + k by
V ∪V I
{−
1 , 1
}
V I →{−
1 , 1
}
¯
( η ( v ) , 1 , 1 ,..., 1) ,
V
v
i +1 ) ,
v = v i ,i =1 , 2 ,...,q/ 2
(1 , 1 ,..., 1 , h
v
2 k −i +( q/ 2) ) ,v = v i ,i = q/ 2+1 ,q/ 2+2 ,...,q
(1 , 1 ,..., 1 , h
n + k so that
and γ : W→{− 2 , 0 , 2 }
( γ , 2 , 2 ,..., 2) ,
∈W
(2 , 2 ,..., 2 ( v 2 i− 1 )+ η ( v 2 i )) ,w = w i ,i =1 , 2 ,...,M W ∈W I ,
where the uniqueness of η ( v 2 i− 1 )+ η ( v 2 i ) follows from Lemma 6.1.
w
w
6.4. Algorithms and Solutions for the Pure Parsimony Problem
Although the pure parsimony is generally difficult, there are cases where a closed
form solution exists. Throughout this section we assume that (
V
,
W
,
E
,η,γ ) is a
G . We also assume that
diversity graph with the property that γ maps
W
onto
H
,η,γ ).
We begin by establishing the intuitive result that a minimal solution has car-
dinality 2
η (
V
) is a minimal solution relative to (
V
,
W
,
E
|G |
are disjoint.
Although this fact is nearly obvious, we include a proof for completeness. The
following lemma supports the result.
if and only if the neighborhoods of the elements in
W
H contains an
Lemma 6.3. Suppose that T ( w )
=
for some w
∈W
. Then,
element of w∈W
η ( T ( w )) .
H does not
Proof.
Assume that T ( w )
=
for some w
∈W
and suppose that
contain an element of w∈W
η ( T ( w )). Then for each w there is a v and v in
\ w∈W
η ( T ( w )) so that η ( v )+ η ( v )= γ ( w ). Thisimpliesthat
|H |
N ( w )
=
|G |
2
. However, we know that T ( w ) is nonempty for some w , which means there
exists w 1 and w 2 such that η ( v 1 )+ η ( v 2 )= γ ( w 1 ) and η ( v 1 )+ η ( v 3 )= γ ( w 2 )
for some v 1 , v 2 ,and v 3 in
V
.Thismeansthat
H \{
∅} ∪{
∈H ,
( v,w 1 ) , ( v,w 2 )
η ( v 1 ) ( v 2 ) ( v 3 )
η ( v ): η ( v )
{
}∩E
}
=
G whose cardinality is at most
|H |−
is a solution to
1, which is a contradiction.
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