Question 5. Consider n f (x) = exp (A;t;) i=1 where the A; are real numbers that are either positive or negative, but cannot be zero. (i) what is the value of inf f (x)?

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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Question 5. Consider
n
f (x) = exp (A;æ;)
i=1
where the A; are real numbers that are either positive or negative, but cannot
be zero.
(i) what is the value of
inf f (x)?
(ii) Does f have a minimizer on R"?
Consider the gradient descent method x*+1
x* – aVf (x*) for a constant
a.
(iii) Show that for a > 0, |Vf (xk)|
(iv) For a > 0, what is the limit of x, the i-th entry of vector x as k → +?
[Note: the answer depends on the signs of A;].
→ 0 as k → +∞?
Transcribed Image Text:Question 5. Consider n f (x) = exp (A;æ;) i=1 where the A; are real numbers that are either positive or negative, but cannot be zero. (i) what is the value of inf f (x)? (ii) Does f have a minimizer on R"? Consider the gradient descent method x*+1 x* – aVf (x*) for a constant a. (iii) Show that for a > 0, |Vf (xk)| (iv) For a > 0, what is the limit of x, the i-th entry of vector x as k → +? [Note: the answer depends on the signs of A;]. → 0 as k → +∞?
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