2. Show that the following functions are convex by verifying the condition that V²f(x) 20 is satisfied for all a in the domain of f: (a) f(u₁, u₂) In(e": +e"), (b) f(u₁, U2, U3, U4) -In(1-₁-₂-3-4) over the domain {u E R¹|u₁ + ₂ + 3 + U₁ ≤ 1}.

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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2. Show that the following functions are convex by verifying the condition that
V² f(x) ≥ 0
is satisfied for all a in the domain of f:
(a) f(u₁, u₂) In(e" + e"),
(b) f(u₁, U2, U3, U4) = ln(1-u₁-uz-us-u4) over the domain {u E R4|u₁ + ₂ + us+ us ≤ 1}.
-
Transcribed Image Text:2. Show that the following functions are convex by verifying the condition that V² f(x) ≥ 0 is satisfied for all a in the domain of f: (a) f(u₁, u₂) In(e" + e"), (b) f(u₁, U2, U3, U4) = ln(1-u₁-uz-us-u4) over the domain {u E R4|u₁ + ₂ + us+ us ≤ 1}. -
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