Exercise 4. For the function f(x) = x² + 2x2 + 4x₂ + 4x2 prove by induction that the method of steepest descent applied with an initial guess x¹) =0 generates the sequence {x(*)} where 2 x(k+1) = -2, 3k 3 Hence deduce the minimizer of f(x). Note: - {x(k+1}x=(-2,-1)" vf(x) = (4 (-1) + 4) (2(-2) 3)+4)=() 0²/(x) = (²9) > 0.

Advanced Engineering Mathematics
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ISBN:9780470458365
Author:Erwin Kreyszig
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Chapter2: Second-order Linear Odes
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Exercise 4. For the function f(x) = x² + 2x2 + 4x₂ + 4x2 prove
by induction that the method of steepest descent applied
with an initial guess x¹) =0 generates the sequence {x(*)}
where
2
x(k+1)
-2,
3k
3
Hence deduce the minimizer of f(x).
Note:
k+00
{x(k+1}}= *x* = (-2,-1)"
(2(-2) + 4) = (0)
vf(x) = (4(-1) + 4)
v2f(x) = (ỏ 4)>0.
Transcribed Image Text:Exercise 4. For the function f(x) = x² + 2x2 + 4x₂ + 4x2 prove by induction that the method of steepest descent applied with an initial guess x¹) =0 generates the sequence {x(*)} where 2 x(k+1) -2, 3k 3 Hence deduce the minimizer of f(x). Note: k+00 {x(k+1}}= *x* = (-2,-1)" (2(-2) + 4) = (0) vf(x) = (4(-1) + 4) v2f(x) = (ỏ 4)>0.
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