* Prove the following (for level LM only): • (a) If fi : R→ R are convex and a > 0 for all i = 1, 2, . . ., m, then the function f(x) := Σ²±²₁ αi fi(x) is convex. • := (b) If g : R → R is an affine function and ƒ : Rm → R is convex, then h(x) := f(g(x)) is convex.

Linear Algebra: A Modern Introduction
4th Edition
ISBN:9781285463247
Author:David Poole
Publisher:David Poole
Chapter6: Vector Spaces
Section6.5: The Kernel And Range Of A Linear Transformation
Problem 30EQ
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* Prove the following (for level LM only):
•
(a) If fi : R→ R are convex and a > 0 for all i = 1, 2, . . ., m, then the function
f(x) := Σ²±²₁ αi fi(x) is convex.
•
:=
(b) If g : R → R is an affine function and ƒ : Rm → R is convex, then h(x) :=
f(g(x)) is convex.
Transcribed Image Text:* Prove the following (for level LM only): • (a) If fi : R→ R are convex and a > 0 for all i = 1, 2, . . ., m, then the function f(x) := Σ²±²₁ αi fi(x) is convex. • := (b) If g : R → R is an affine function and ƒ : Rm → R is convex, then h(x) := f(g(x)) is convex.
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