Consider f e C} (R") and the following function 1 Hy (æ, z) = f(z) + Vf(z)"(x – z) + ||x – z||3, 27 where x, z E R" and 0 < y < 1/L. (a) Show that the following two statements are true Hy (x, z) > f(æ) for every æ, z E R" Hy (x, x) = f(x) for every æ E R".
Consider f e C} (R") and the following function 1 Hy (æ, z) = f(z) + Vf(z)"(x – z) + ||x – z||3, 27 where x, z E R" and 0 < y < 1/L. (a) Show that the following two statements are true Hy (x, z) > f(æ) for every æ, z E R" Hy (x, x) = f(x) for every æ E R".
Advanced Engineering Mathematics
10th Edition
ISBN:9780470458365
Author:Erwin Kreyszig
Publisher:Erwin Kreyszig
Chapter2: Second-order Linear Odes
Section: Chapter Questions
Problem 1RQ
Related questions
Question
![Consider f E C}(R") and the following function
1
Hy (x, z) = f(z) +Vf(z)"(x – z) +
||x – z|3,
27
-
where x, z E R" and 0 < y < 1/L.
(a) Show that the following two statements are true
Hy (x, z) > f(æ) for every x, z E R"
Hy(x, x) = f(æ) for every a e R".
(b) Show that we can re-write the function
My as
1
Hy (x, z) :
l|x – (z – yVf(2)|3 + f(2) – „||Vf(2)|3.
27
(c) Show that the GM with a fixed step size y is equivalent to the following iterative algorithm
t-1
arg min u, (x, x-'), t=1,2,3,...
xĒR"
(d) Using the arguments above, show that the GM iterations with 0 < y< 1/L statisfy
f (x') < f(x'-1), t=1,2,3, ....](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fb2a11d35-1f19-49c0-9a2c-0ebcb6726abe%2F509ce667-a289-473b-b0ad-4a4a299bfb5f%2Frt0q7hi_processed.png&w=3840&q=75)
Transcribed Image Text:Consider f E C}(R") and the following function
1
Hy (x, z) = f(z) +Vf(z)"(x – z) +
||x – z|3,
27
-
where x, z E R" and 0 < y < 1/L.
(a) Show that the following two statements are true
Hy (x, z) > f(æ) for every x, z E R"
Hy(x, x) = f(æ) for every a e R".
(b) Show that we can re-write the function
My as
1
Hy (x, z) :
l|x – (z – yVf(2)|3 + f(2) – „||Vf(2)|3.
27
(c) Show that the GM with a fixed step size y is equivalent to the following iterative algorithm
t-1
arg min u, (x, x-'), t=1,2,3,...
xĒR"
(d) Using the arguments above, show that the GM iterations with 0 < y< 1/L statisfy
f (x') < f(x'-1), t=1,2,3, ....
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