Exercise 4. For the function f(x) = x² + 2x² + 4x₁ + 4x2 prove by induction that the method of steepest descent applied with an initial guess x¹) =0 generates the sequence [*(*)} where 2 x(k+1) = 2, (3)-¹) 3k Hence deduce the minimizer of f(x). Note: {x(k+1}x=(-2,-1)" (2(-2) vf(x) = (4(-1) + 4) +4)=(0) + v2f(x) = (ỏ 4) >o 1

Advanced Engineering Mathematics
10th Edition
ISBN:9780470458365
Author:Erwin Kreyszig
Publisher:Erwin Kreyszig
Chapter2: Second-order Linear Odes
Section: Chapter Questions
Problem 1RQ
icon
Related questions
Question
Exercise 4. For the function f(x) = x² + 2x2 + 4x₁ + 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:
1
{x(+1)}x=(-2,-1)"
of(x) = (²-2) + 4) =(1)
(4(-1)
D2f(") = Cỏ 4) >o
0.
Transcribed Image Text:Exercise 4. For the function f(x) = x² + 2x2 + 4x₁ + 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: 1 {x(+1)}x=(-2,-1)" of(x) = (²-2) + 4) =(1) (4(-1) D2f(") = Cỏ 4) >o 0.
Expert Solution
steps

Step by step

Solved in 2 steps

Blurred answer
Recommended textbooks for you
Advanced Engineering Mathematics
Advanced Engineering Mathematics
Advanced Math
ISBN:
9780470458365
Author:
Erwin Kreyszig
Publisher:
Wiley, John & Sons, Incorporated
Numerical Methods for Engineers
Numerical Methods for Engineers
Advanced Math
ISBN:
9780073397924
Author:
Steven C. Chapra Dr., Raymond P. Canale
Publisher:
McGraw-Hill Education
Introductory Mathematics for Engineering Applicat…
Introductory Mathematics for Engineering Applicat…
Advanced Math
ISBN:
9781118141809
Author:
Nathan Klingbeil
Publisher:
WILEY
Mathematics For Machine Technology
Mathematics For Machine Technology
Advanced Math
ISBN:
9781337798310
Author:
Peterson, John.
Publisher:
Cengage Learning,
Basic Technical Mathematics
Basic Technical Mathematics
Advanced Math
ISBN:
9780134437705
Author:
Washington
Publisher:
PEARSON
Topology
Topology
Advanced Math
ISBN:
9780134689517
Author:
Munkres, James R.
Publisher:
Pearson,