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Representations of the G-drazin Inverse for Certain Anti-triangular Matrices

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31 August 2024

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02 September 2024

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Abstract
We provide representations for the generalized Drazin inverse of an anti-triangular matrix of the form $\left( \begin{array}{cc} a&b\\ 1&0 \end{array} \right)$ in a Banach algebra $\mathcal{A}$, under the condition that $ab=ba$. Specifically, we present the representation of Drazin inverse for these types of anti-triangular matrices in Banach algebras.
Keywords: 
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1. Introduction

Let A be an is a Banach algebra with identity 1. An element a A has generalized Drazin inverse (g-Drazin inverse) if there exists x A such that
a x 2 = x , a x = x a , a x a 2 A q n i l .
If such an x exists, it is unique and is denoted by a d . Here, A q n i l = { x A 1 + λ x A is   invertible   for   all λ C } . It is well known that x A q n i l if and only if lim n | | x n | | 1 n = 0 . If we replace the quasinilpotent set A q n i l with the set of all nilpotent elements in A , we refer to the unique x as the Drazin inverse of a, and denote it by a D . Both the Drazin and g-Drazin inverses play significant roles in ring and matrix theory (see [5]).
It is intriguing to investigate the Drazin and g-Drazin inverses of the anti-triangular matrix M = a b 1 0 M 2 ( A ) . One motivation for exploring this problem is the quest for a closed-form solution to systems of second-order linear differential equations, which can be expressed in the following vector-valued form: A x ( t ) + B x ( t ) + C x ( t ) = 0 where A , B , C C n × n (with A being potentially singular) and x is an C n -valued function. Clearly, the solutions to singular systems of differential equations are determined by the Drazin inverse of the aforementioned anti-triangular matrix M (see [2,3]). Although the Drazin and g-Drazin inverses of anti-triangular matrices are valuable tools in the context of differential equations, finding representations for such generalized inverses remains a challenging task.
In 2005, Castro-González and Dopazo gave the representations of the Drazin inverse for a class of complex matrix I F I 0 (see [9] [Theorem 3.3]).
In 2011, Bu et al. investigated the Drazin inverse of the complex matrix E F I 0 under the condition E F = F E (see [2] [Theorem 3.3]).
In 2013, Xu, Song and Zhang studied an expression of the Drazin inverse of the operator matrix E F I 0 M 2 B ( X ) under the same condition, where B ( X ) is the Banach algebra of bounded linear operators on a complex Banach space X (see [16] [Theorem 3.8]).
In 2016, Yu, Wang and Deng characterized the Drazin invertibility of the anti-triangular operator matrix E F I 0 M 2 B ( H ) under the conditions F π E F D = 0 , F π E F = F π F E , where B ( H ) is the Banach algebra of bounded linear operators on a complex Hilbert space H (see [18] [Theorem 4.1]).
Recently, many authors have explored various conditions under which representations of the Drazin (g-Drazin) inverse of such anti-triangular matrices can be established. For additional references, we direct the reader to [10,11,19,20,21,23].
The motivation of this paper is to further investigate the representation of the g-Drazin inverse of the anti-triangular matrix M = a b 1 0 in a Banach algebra A . We begin by examining the solvability of a quadratic equation in the Banach algebra A using Catalan numbers C n . Next, we study the representation of M under the conditions a b = b a , a A i s i n v e r t i b l e , b A q n i l . We then employ the ring of Morita context and the Pierce representation of a Banach algebra element as tools to extend the previous special case to the more general condition a b = b a , a , b A d . Consequently, the known results are extended to a broader context within a Banach algebra.
Throughout this paper, all Banach algebras are considered to be complex and possess an identity element. Let M 2 ( A ) be the Banach algebra of all 2 × 2 matrices over the Banach algebra A . We use A 1 , A D and A d to stand for the sets of all invertible, Drazin invertible and g-Drazin invertible elements in A , respectively. For a A d , we define a π = 1 a a d . Let a , p 2 = p A . Then a has the Pierce decomposition given by p a p + p a p π + p π a p + p π a p π , which we denote in matrix form as p a p p a p π p π a p p π a p π p .

2. key Lemmas

In this section, we present some necessary lemmas which will be used in the sequel. We start by
Lemma 2.1. 
Let a , b A d . If a b = 0 , then a + b A d and
( a + b ) d = i = 0 ( a d ) i + 1 b i b π + i = 0 a i a π ( b d ) i + 1 .
Proof. 
See [5] [Lemma 15.2.2]. □
Lemma 2.2. 
Let a , b A d . If a b 2 = 0 and a b a = 0 , then a + b A d and
( a + b ) d = i = 0 ( b d ) i + 1 a i a π + i = 0 b i b π ( a d ) i + 1 + i = 0 b i b π ( a d ) i + 2 b + i = 0 ( b d ) i + 3 a i + 1 a π b b d a d b ( b d ) 2 a a d b .
Proof. 
See [17] [Theorem 2.1] and [5] [Corollary 15.2.4]. □
Lemma 2.3. 
Let
x = a 0 c b o r b c 0 a
Then
x d = a d 0 z b d , o r b d z 0 a d ,
where z = i = 0 ( b d ) i + 2 c a i a π + i = 0 b i b π c ( a d ) i + 2 b d c a d .
Proof. 
See [5] [Lemma 15.2.1]. □
Lemma 2.4. 
Let A be a Banach algebra and a A 1 , b A q n i l . If a b = b a , then the equation a x + x 2 = b has a solution x such that a + b x A 1 , x A q n i l .
Proof. 
Let x = i = 0 c i a α i b i + 1 , where c i C , α i Z . Choose α i = ( 2 i + 1 ) , Since a b = b a , we have
a x + x 2 = i = 0 c i a α i + 1 b i + 1 + [ i = 0 c i a α i b i + 1 ] [ i = 0 c i a α i b i + 1 ] = c 0 a α 0 + 1 b + [ c 1 a α 1 + 1 + c 0 2 a 2 α 0 ] b 2 + [ c 2 a α 2 + 1 + c 0 c 1 a α 0 + α 1 + c 1 c 0 a α 1 + α 0 ] b 3 + [ c 3 a α 3 + 1 + c 0 c 2 a α 0 + α 2 + c 1 c 1 a α 1 + α 1 + c 2 c 0 a α 2 + α 0 ] b 4 + = c 0 b + [ c 1 + c 0 2 ] a 2 b 2 + [ c 2 + c 0 c 1 + c 1 c 0 ] α 4 b 3 + [ c 3 + c 0 c 2 + c 1 c 1 + c 2 c 0 ] a 6 b 4 + = b ,
hence, we choose
c 0 = 1 , c 1 = 1 , c 2 = 2 , c 3 = 5 , c 4 = 14 , c 5 = 42 , c i = ( c 0 c i 1 + c 1 c i 2 + + c i 1 c 0 ) ( i N ) .
Let { C n } be the series of Catalan numbers, i.e.,
C 0 = 1 , C 1 = 1 , c 2 = 2 , c 3 = 5 , c 4 = 14 , c 5 = 42 , , C n = C 0 C n 1 + + C n 1 C 0 ( n N ) .
Then c 0 = C 0 , c 1 = C 1 . By induction, we claim that c 2 n = C 2 n , c 2 n + 1 = C 2 n + 1 ( n 0 ) . Hence, | c n | = C n ( n 1 ) . By using the asymptotic expression of the Catalan numbers C n , we have
lim n C n / 4 n π ( n ) 3 2 = 1 .
Therefore
lim n | c n | n = lim n 4 π 1 2 n ( n n ) 3 2 = 4 .
Since b A q n i l , we have lim n b n 1 n = 0 . Since
c n a ( 2 n + 1 ) b n + 1 n | c n | n a 1 2 + 1 n b n b n 1 n ,
we deduce that
lim n c n a ( 2 n + 1 ) b n + 1 n = 0 .
This implies that i = 0 c i a ( 2 i + 1 ) b i + 1 absolutely converges.
Accordingly, the equation a x + x 2 = b has a solution x = i = 0 c i a ( 2 i + 1 ) b i + 1 , where c 0 = 1 , c k + 1 = i = 0 k c i c k i ( k 0 ) . Moreover, we verify that
c n = ( 1 ) n C n = ( 1 ) n ( 2 n ) ! n ! ( n + 1 ) ! , x = [ i = 0 c i a ( 2 i + 1 ) b i ] b A q n i l , a + x = a [ 1 a 1 x ] A 1 .
This completes the proof. □
Lemma 2.5. 
Let A be a Banach algebra and M = a b 1 0 with a A 1 , b A q n i l . If a b = b a , then M M 2 ( A ) d and
M d = ( a + x ) 1 x y ( a + x ) 1 x x y x y y x ,
where x = i = 0 ( 1 ) i ( 2 i ) ! i ! ( i + 1 ) ! a ( 2 i + 1 ) b i + 1 , y = i = 0 ( 1 ) i ( a + x ) i 2 x i .
Proof. 
In view of Lemma 2.4, the equation a x + x 2 = b has a solution x such that a + x A 1 , x A q n i l . Here,
x = i = 0 ( 1 ) i ( 2 i ) ! i ! ( i + 1 ) ! a ( 2 i + 1 ) b i + 1 .
It is easy to verify that
M = 1 x 0 1 a + x 0 1 x 1 x 0 1 .
Since x A q n i l and a + x A 1 . Then a + x 0 1 x has g-Drazin inverse. Therefore M has g-Drazin inverse. Exactly, we have
M d = 1 x 0 1 a + x 0 1 x d 1 x 0 1 = 1 x 0 1 ( a + x ) 1 0 y 0 1 x 0 1 = ( a + x ) 1 x y ( a + x ) 1 x x y x y y x ,
where y = i = 0 ( 1 ) i ( a + x ) i 2 x i .
Lemma 2.6. 
Let A be a Banach algebra and M = a b 1 0 with a A , b A 1 . Then M M 2 ( A ) 1 and
M 1 = 0 1 b 1 b 1 a .
Proof. 
Straightforward. □
Let p 2 = p A and let A 1 = p A p , A 2 = p π A p π . Let T be the ring of Morita context ( A 1 , A 2 , φ , ψ ) , i.e.,
T = A 1 M 2 p A p π M 2 p π A p A 2 ( φ , ψ )
with the bimodule homomorphisms of the form
φ : M 2 p A p π × M 2 p π A p A 1 , ψ : M 2 p π A p × M 2 p A p π A 2 .
Then we have a natural isomorphism of rings given by
ρ : M 2 ( A ) T , a 11 a 12 a 21 a 22 p a 11 p p a 12 p p a 21 p p a 22 p p a 11 p π p a 12 p π p a 21 p π p a 22 p π p π a 11 p p π a 12 p p π a 21 p p π a 22 p p π a 11 p π p π a 12 p π p π a 21 p π p π a 22 p π ( φ , ψ ) .
Lemma 2.7. 
Let A be a Banach algebra and M = a b 1 0 with a A 1 , b A d . If a b = b a , then M M 2 ( A ) d and
M d = z 11 z 12 z 21 z 22
with z i j are formulated by
z 11 = ( a b π + x ) 1 x y , z 12 = b b d + ( a b π + x ) 1 x x y x , z 21 = b d , z 22 = a b d + y + y x ,
where
x = i = 0 ( 1 ) i ( 2 i ) ! i ! ( i + 1 ) ! a ( 2 i + 1 ) b i + 1 b π , y = i = 0 ( 1 ) i ( a b π + x ) i 2 x i .
Proof. 
Let p = b b d . Since a b = b a , we have
a = a 1 0 0 a 2 p , b = b 1 0 0 b 2 p A .
Then
M = a 1 0 0 a 2 b 1 0 0 b 2 p 0 0 p π 0 0 0 0 M 2 ( A ) .
Hence, we have
ρ ( M ) = M 1 0 0 M 2 ( φ , ψ ) ,
where
M 1 = a 1 b 1 p 0 M 2 ( A 1 ) , M 2 = a 2 b 2 p π 0 M 2 ( A 2 ) .
Claim 1. M 1 M 2 ( A 1 ) d . Clearly, a 1 = a b b d , b 1 = b 2 b d A 1 1 . By Lemma 2.6, we have
M 1 d = M 1 1 = 0 b b d b 1 1 b 1 1 a 1 .
Claim 2. M 2 M 2 ( A 2 ) d . Clearly, a 2 = a b π A 1 1 , b 2 = b b π A 2 q n i l . By virtue of Lemma 2.5, we have
M 2 d = ( a 2 + x ) 1 x y ( a 2 + x ) 1 x x y x y y x ,
where x = i = 0 ( 1 ) i ( 2 i ) ! i ! ( i + 1 ) ! a 2 ( 2 i + 1 ) b 2 i + 1 , y = i = 0 ( 1 ) i ( a 2 + x ) i 2 x i . Therefore ρ ( M ) T d and
[ ρ ( M ) ] d = 0 b b d b 1 1 b 1 1 a 1 0 0 0 0 0 0 0 0 ( a 2 + x ) 1 x y ( a 2 + x ) 1 x x y x y y x ( φ , ψ ) .
Therefore M M 2 ( A ) d . Furthermore, we have
M d = 0 0 0 ( a 2 + x ) 1 x y b b d 0 0 ( a 2 + x ) 1 x x y x b 1 1 0 0 0 b 1 1 a 1 0 y y x = z 11 z 12 z 21 z 22
with z i j are formulated by
z 11 = ( a b π + x ) 1 x y , z 12 = b b d + ( a b π + x ) 1 x x y x , z 21 = b d , z 22 = a b d + y + y x ,
where
x = i = 0 ( 1 ) i ( 2 i ) ! i ! ( i + 1 ) ! a ( 2 i + 1 ) b i + 1 b π , y = i = 0 ( 1 ) i ( a b π + x ) i 2 x i .
This completes the proof. □
Lemma 2.8. 
Let A be a Banach algebra and M = a b 1 0 with a A q n i l , b A d . If a b = b a , then M M 2 ( A ) d and
M d = 0 b b d b d a b d .
Proof. 
Let X = 0 b b d b d a b d . One directly verify that
M X = a b 1 0 0 b b d b d a b d = b b d 0 0 b b d = 0 b b d b d a b d a b 1 0 = X M , M X 2 = ( M X ) X = X , M ( M X ) M = a b 1 0 b b d 0 0 b b d a b 1 0 = a ( 1 b b d ) b b 2 b d 1 b b d 0 M 2 ( A ) q n i l .
Therefore M has g-Drazin inverse and M d = X , as desired. □

3. Main Results

We now present the main results of this paper, which extend [16] [Theorem 3.8] and [18] [Theorem 4.1] to anti-triangular matrices in Banach algebras.
Theorem 3.1. 
Let A be a Banach algebra and M = a b 1 0 with a , b A d . If a b = b a , then M M 2 ( A ) d and
M d = α β γ δ
with α , β , γ , δ are formulated by
α = ( a 2 a d b π + x ) 1 x y , β = a a d b b d + ( a 2 a d b π + x ) 1 x x y x + a π b b d , γ = a a d b d + a π b d , δ = a 2 a d b d + y + y x a a π b d ,
where
x = i = 0 ( 1 ) i ( 2 i ) ! i ! ( i + 1 ) ! a 2 i a d b i + 1 b π , y = i = 0 ( 1 ) i ( a 2 a d b π + x ) i 2 x i .
Proof. 
Let q = a a d . Since a b = b a , we have
a = a 1 0 0 a 2 q , b = b 1 0 0 b 2 q .
Then
M = a 1 0 0 a 2 b 1 0 0 b 2 p 0 0 p π 0 0 0 0 M 2 ( A ) .
By using the isomorphism ρ between the matrix ring M 2 ( A ) and the the ring of Morita context ( A 1 , A 2 , φ , ψ ) mentioned above, we have
ρ ( M ) = M 1 0 0 M 2 ( φ , ψ ) ,
where
M 1 = a 1 b 1 q 0 M 2 ( A 1 ) , M 2 = a 2 b 2 q π 0 M 2 ( A 2 ) .
Claim 1. M 1 M 2 ( A 1 ) d . Obviously, a 1 A 1 1 , b 1 A 1 d . In view of Lemma 2.7, we have
M 1 d = z 11 z 12 z 21 z 22
with z i j are formulated by
z 11 = ( a 2 a d b π + x ) 1 x y , z 12 = a a d b b d + ( a 2 a d b π + x ) 1 x x y x , z 21 = a a d b d , z 22 = a 2 a d b d + y + y x ,
where
x = i = 0 ( 1 ) i ( 2 i ) ! i ! ( i + 1 ) ! a 2 i a d b i + 1 b π , y = i = 0 ( 1 ) i ( a 2 a d b π + x ) i 2 x i .
Claim 2. M 2 M 2 ( A 2 ) d . Obviously, a 2 A 2 q n i l , b 2 A 2 d . By virtue of Lemma 2.8, we derive that
M 2 d = 0 b 2 b 2 d b 2 d a 2 b 2 d .
Therefore ρ ( M ) T d and
[ ρ ( M ) ] d = M 1 d 0 0 M 2 d ( φ , ψ ) .
Therefore
M d = α β γ δ M 2 ( A ) ,
where
α = z 11 0 0 0 p = z 11 , β = z 12 0 0 b 2 b 2 d p = z 12 + a π b b d , γ = z 21 0 0 b 2 d p = z 21 + a π b d , δ = z 22 0 0 a 2 b 2 d p = z 22 a a π b d .
This completes the proof. □
Corollary 3.2. 
Let A be a Banach algebra and M = a b 1 0 with a , b A D . If a b = b a , then M M 2 ( A ) D and
M D = α β γ δ
with α , β , γ , δ are formulated by
α = ( a 2 a D b π + x ) 1 x y , β = a a d b b D + ( a 2 a D b π + x ) 1 x x y x + a π b b D , γ = a a D b D + a π b D , δ = a 2 a D b D + y + y x a a π b D ,
where
x = i = 0 i n d ( b ) 1 ( 1 ) i ( 2 i ) ! i ! ( i + 1 ) ! a 2 i a D b i + 1 b π , y = i = 0 i n d ( b ) 1 ( 1 ) i ( a 2 a D b π + x ) i 2 x i .
Proof. 
Evidently, z A D if and only if z A d and a a 2 a d A is nilpotent. In this case, z D = z d . Therefore we complete the proof by Theorem 3.1. □
We are now ready to prove:
Theorem 3.3. 
Let A be a Banach algebra and M = a b 1 0 with a , b , b π a A d . If b π a b d = 0 and b π ( a b ) = b π ( b a ) , then M M 2 ( A ) d and
M d = i = 0 P i [ I P P d ] ( Q d ) i + 1 ,
where
P = b π a b π b b π 0 , P d = α β γ δ , Q = b b d a b 2 b d b b d 0 , Q d = 0 b b d b d b d a
with α , β , γ , δ are formulated by
α = ( b π a 2 a d + x ) 1 x y , β = ( b π a 2 a d + x ) 1 x x y x , γ = 0 , δ = y + y x ,
where
x = i = 0 ( 1 ) i ( 2 i ) ! i ! ( i + 1 ) ! a 2 i b π a d b i + 1 , y = i = 0 ( 1 ) i ( b π a 2 a d + x ) i 2 x i .
Proof. 
Write M = P + Q , where
P = b π a b π b b π 0 , Q = b b d a b 2 b d b b d 0 .
Step 1. P has g-Drazin inverse. By hypothesis, we verify that
( b π a ) ( b π b ) = b π ( a b ) = b π ( b a ) = ( b π b ) ( b π a ) .
In light of Theorem 3.1, we have
P d = α β γ δ
with α , β , γ , δ are formulated by
α = ( b π a 2 a d + x ) 1 x y , β = ( b π a 2 a d + x ) 1 x x y x , γ = 0 , δ = y + y x ,
where
x = i = 0 ( 1 ) i ( 2 i ) ! i ! ( i + 1 ) ! a 2 i b π a d b i + 1 , y = i = 0 ( 1 ) i ( b π a 2 a d + x ) i 2 x i .
Step 2. Q has g-Drazin inverse. By virtue of Lemma 2.6,
Q d = 0 b b d b d b d a .
Step 3. Since P Q = 0 , it follows by Lemma 2.1 that
M d = ( P + Q ) d = i = 0 ( P d ) i + 1 Q i Q π + i = 0 P i P π ( Q d ) i + 1 = i = 0 P i P π ( Q d ) i + 1 .
This completes the proof. □
Corollary 3.4. 
Let A be a Banach algebra and M = a b 1 0 with a , b , b π a A D . If b π a b D = 0 and b π ( a b ) = b π ( b a ) , then M M 2 ( A ) D and
M D = i = 0 i n d ( P ) P i [ I P P D ] ( Q D ) i + 1 ,
where
P = b π a b π b b π 0 , P D = α β γ δ , Q = b b D a b 2 b D b b D 0 , Q D = 0 b b D b D b D a
with α , β , γ , δ are formulated by
α = ( b π a 2 a D + x ) 1 x y , β = ( b π a 2 a D + x ) 1 x x y x , γ = 0 , δ = y + y x ,
where
x = i = 0 i n d ( b ) 1 ( 1 ) i ( 2 i ) ! i ! ( i + 1 ) ! a 2 i b π a D b i + 1 , y = i = 0 i n d ( b ) 1 ( 1 ) i ( b π a 2 a D + x ) i 2 x i .
Proof. 
It is immediate from Theorem 3.3. □
It is convenient at this stage to derive the following:
Theorem 3.5. 
Let A be a Banach algebra and M = a b c d with a , d , b c A d . If a b c = b c a , b d c = 0 and b d 2 = 0 , then M M 2 ( A ) d and
M d = i = 0 ( Q d ) i + 1 P i ( I P P d ) + i = 0 Q i Q π ( P d ) i + 1 + i = 0 Q i ( I Q Q d ) ( P d ) i + 2 Q + i = 0 ( Q d ) i + 3 P i + 1 ( I P P d ) Q Q d P d Q ( Q d ) 2 P P d Q ,
where
P = a b c 0 , P d = α 2 a + α β + β γ a + β δ α 2 b + β γ b c γ α a + c γ β + c δ γ a + c δ δ c γ α b + c δ γ b ; Q = 0 0 0 d , Q d = 0 0 0 d d
with α , β , γ , δ are formulated by
α = ( a 2 a d ( b c ) π + x ) 1 x y , β = a a d b c ( b c ) d + ( a 2 a d ( b c ) π + x ) 1 x x y x + a π b c ( b c ) d , γ = a a d ( b c ) d + a π ( b c ) d , δ = a 2 a d ( b c ) d + y + y x a a π ( b c ) d ,
where
x = i = 0 ( 1 ) i ( 2 i ) ! i ! ( i + 1 ) ! a 2 i a d ( b c ) i + 1 ( b c ) π , y = i = 0 ( 1 ) i [ a 2 a d ( b c ) π + x ] i 2 x i .
Proof. 
Let P = a b c 0 and Q = 0 0 0 d . In view of Theorem 3.1, we have
a b c 1 0 d = α β γ δ
with α , β , γ , δ are formulated by
α = ( a 2 a d ( b c ) π + x ) 1 x y , β = a a d b c ( b c ) d + ( a 2 a d ( b c ) π + x ) 1 x x y x + a π b c ( b c ) d , γ = a a d ( b c ) d + a π ( b c ) d , δ = a 2 a d ( b c ) d + y + y x a a π ( b c ) d ,
where
x = i = 0 ( 1 ) i ( 2 i ) ! i ! ( i + 1 ) ! a 2 i a d ( b c ) i + 1 ( b c ) π , y = i = 0 ( 1 ) i [ a 2 a d ( b c ) π + x ] i 2 x i .
One easily verifies that
a b c 1 0 = a b 1 0 1 0 0 c , a b c 0 = 1 0 0 c a b 1 0 .
By using Cline’s formula (see [14] [Theorem 2.2]), P has g-Drazin inverse and
P d = 1 0 0 c a b c 1 0 d 2 a b 1 0 = 1 0 0 c α β γ δ 2 a b 1 0 = α β c γ c δ α a + β α b γ a + δ γ b = α 2 a + α β + β γ a + β δ α 2 b + β γ b c γ α a + c γ β + c δ γ a + c δ δ c γ α b + c δ γ b .
Obviously, we have
Q d = 0 0 0 d d , Q π = 1 0 0 d π .
One easily checks that
P Q 2 = a b c 0 0 0 0 d 2 = 0 b d 2 0 0 = 0 , P Q P = a b c 0 0 0 0 d a b c 0 = b d c 0 0 0 = 0 .
According to Lemma 2.2, we derive that
M d = ( P + Q ) d = i = 0 ( Q d ) i + 1 P i P π + i = 0 Q i Q π ( P d ) i + 1 + i = 0 Q i Q π ( P d ) i + 2 Q + i = 0 ( Q d ) i + 3 P i + 1 P π Q Q d P d Q ( Q d ) 2 P P d Q ,
as asserted. □

Data Availability Statement

The data used to support the findings of this study are included within the article.

Conflicts of Interest

The authors declare there is no conflicts of interest.

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