Prove that a function is the quadratic form associated to

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Homework Help Overview

The discussion revolves around proving a property of a function \( G: \mathbb{R}^2 \rightarrow \mathbb{R} \) that satisfies a specific scaling condition. The participants are exploring the implications of this condition in the context of Taylor expansions and quadratic forms.

Discussion Character

  • Exploratory, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • Participants discuss the Taylor expansion of the function \( G \) and its implications, particularly focusing on the evaluation of the Hessian matrix at different points. There is a question regarding the meaning of the variable \( c \) and its relevance to the evaluation of the Hessian matrix.

Discussion Status

The discussion is active, with participants clarifying the conditions under which the Taylor expansion is applied and the significance of the Hessian matrix. One participant indicates progress by stating they derived a function related to the problem.

Contextual Notes

There is a focus on the properties of the function being \( C^2 \) and the implications of this smoothness on the Taylor expansion and the evaluation of the Hessian matrix. The discussion also highlights the challenge of relating the Hessian at a point \( c \) to that at the origin.

Andrés85
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Homework Statement



Let G:R2\rightarrowR be a C2 function such that G(tx,ty)=t2G(x, y). Show that:

2G(x,y)=(x,y).HG(0,0).(x,y)t

The Attempt at a Solution



G is C2, so its Taylor expansion is:

G(x,y) = G(0,0) + \nablaG(0,0).(x,y) + \frac{1}{2}(x,y).HG(c).(x,y)t,

where c lies on the line segment that goes from (0,0) to (x,y).

Using that G(tx,ty)=t2G(x,y) I get that G(0,0) and the linear term equals 0.

The problem is that I have HG(c) in the quadratic term, but I need HG(0,0).
 
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If c is not (0,0) then what do you mean by "c" and "HG(c)"? You are taking the Taylor expansion at (0, 0), are you not?
 
I can't increase the degree of the Taylor polynomial because G is C2, so the second degree term is the remainder written in matrix notation.

HG(c) is the Hessian matrix of G evaluated at c, where c lies on the segment that goes from (0,0) to (x,y).
 
I solved the problem deriving two times the function f(t) = G(tx, ty). Thanks.
 

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