Prove that every real valued convex function on the closed rectangle in R2 is bounded
If x∈[a,b]
x∈[a,b] then we can write x=ta+(1−t)b
x=ta+(1−t)b with 0≤t≤1
0≤t≤1. Hence f(x)≤tf(a)+(1−t)f(b)≤t
max{f(a),f(b)}+(1−t)
max{f(a),f(b)}=
max{f(a),f(b)}
f(x)≤tf(a)+(1−t)f(b)≤tmax{f(a),f(b)}+(1−t)max{f(a),f(b)}=max{f(a),f(b)}
Proof of the fact that f
f is bounded below: On any closed sub interval of (a,b)
(a,b) the function is continuous, Hence bounded. Hence, if f
f is not bounded below then there exist a sequence xn
xn converging to
a or b such that f(xn)→−∞
f(xn)→−∞. Suppose xn→a
xn→a. Write (a+b)/2
as λnxn+(1−λn)b.
Compute
λn from this equation and observe that λn→1/2
. Now take limits in
f(a+b)/2≤λnf(xn)+(1−λn)f(b) to get the contradiction
f(a+b)/2=−∞.
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