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Eigenvalue addition in a common eigenbasis
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Past exam of the year 1 of the computer science course of the University of Oxford
/
2022
/
Digital systems, linear algebra, introduction to formal proof
/
4
/
b
/
Solution
2026-10-25
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Let
P
A
P
−
1
=
diag
(
α
1
,
…
,
α
n
)
and
PB
P
−
1
=
diag
(
β
1
,
…
,
β
n
)
. Then
P
(
A
+
B
)
P
−
1
=
diag
(
α
1
+
β
1
,
…
,
α
n
+
β
n
)
.
(1)
By
matrix similarity
,
every
eigenvalue
of
A
+
B
is
α
i
+
β
i
for some
i
. These are corresponding
eigenvalues
on the common
eigenbasis
, rather than every possible pairwise
sum
. This is
eigenvalue addition in a common eigenbasis
.
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