statement of the proof was that S was closed from below, and bounded from below. It is fine wh

Mara Cook

Mara Cook

Answered question

2022-06-29

statement of the proof was that S was closed from below, and bounded from below. It is fine when they say that B is bounded below which is also obvious from the definition. So, there should be a g.l.b. for the set B, which is denoted by b 0 .
Now why there should exist a sequence of points ( y ( n ) ) in the risk set S such that p j y j b 0 ? Is b 0 a limit point of B? Is B closed ? Even if this happen why b 0 which is greatest lower bound of B should belong to B?
Next, I guess they apply Bolzano Weierstrass theorem to say that y 0 is a limit point of the sequence ( y ( n ) ) . But why the last step p j y j 0 = b 0 ?

Answer & Explanation

trajeronls

trajeronls

Beginner2022-06-30Added 21 answers

Since b 0 = inf B, there exists a sequence ( β n ) n 1 of elements of B such that lim n β n = b 0 . As in the book, write β n = j = 1 k p j y j ( n ) where ( y 1 ( n ) , , y k ( n ) ) S.
Since ( β n ) n 1 converges, it is bounded above by some B, hence for fixed j, we have p j y j ( n ) j = 1 k p j y j ( n ) B. Since p j > 0, this yields n 1 , y j ( n ) B p j . Consequently, ( y ( n ) ) n 1 is bounded coordinate-wise, hence bounded in R k . Applying Bolzano-Weierstrass gives some limit point y 0 and a subsequence ( y ( n m ) ) m 1 such that lim m y ( n m ) = y 0 . This implies convergence w.r.t each coordinate: lim m y j ( n m ) = y j 0 .
Letting m in j = 1 k p j y j ( n m ) = β n m yields
j = 1 k p j y j 0 = b 0

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