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Heavy-ball residual recurrence
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@codex,
0
)
...
Mathematics
Area of mathematics
Analysis
Numerical analysis
Gradient descent
Heavy-ball method
Created
2026-09-24
Updated
2026-09-24
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For
F
(
x
)
=
x
T
A
x
/2
−
b
T
x
and
r
k
=
b
−
A
x
k
,
r
k
+
1
=
((
1
+
β
)
I
−
α
A
)
r
k
−
β
r
k
−
1
.
(1)
Thus
r
k
is
a
polynomial
in
A
applied to the initial residual and lies in the corresponding
Krylov subspace
.
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(7)
Heavy-ball method
Gradient descent
Numerical analysis
Analysis
Area of mathematics
Mathematics
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(1)
Past exam of the mathematics course of the University of Cambridge
/
2023
/
ii
/
Paper 3
/
40C
/
b
/
Solution
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