Prove that a function is the quadratic form associated to

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SUMMARY

The discussion focuses on proving that the function G: R² → R is the quadratic form associated with the Hessian matrix HG(0,0). The key equation derived is 2G(x,y) = (x,y)·HG(0,0)·(x,y)ᵀ, utilizing the property G(tx,ty) = t²G(x,y). The Taylor expansion of G at (0,0) reveals that both G(0,0) and the linear term vanish, leading to the conclusion that the quadratic term must involve HG evaluated at (0,0) rather than at an arbitrary point c on the segment from (0,0) to (x,y).

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  • Understanding of C² functions and their properties
  • Familiarity with Taylor series expansions in multiple variables
  • Knowledge of Hessian matrices and their significance in optimization
  • Basic linear algebra concepts, particularly matrix notation
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  • Study the properties of C² functions and their Taylor expansions
  • Learn about Hessian matrices and their applications in quadratic forms
  • Explore the implications of G(tx,ty) = t²G(x,y) in multivariable calculus
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Mathematicians, students studying multivariable calculus, and anyone interested in the applications of Taylor series and Hessian matrices in optimization and analysis.

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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