Proofs about invertible linear functions

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SUMMARY

This discussion focuses on the properties of invertible linear transformations in the context of linear algebra. It establishes that for any linear transformation H in L(ℝⁿ;ℝⁿ) with a norm less than 1, the series L_n converges to a limit L, with ||L|| bounded by 1/(1-||H||). Furthermore, it proves that if A satisfies ||A-I||<1, then A is invertible, and its inverse can be expressed as a series. The continuity of the inversion map φ at both the identity I and any invertible transformation A is also demonstrated.

PREREQUISITES
  • Understanding of linear transformations in L(ℝⁿ;ℝⁿ)
  • Knowledge of operator norms and convergence of series
  • Familiarity with the concept of continuity in mathematical functions
  • Basic principles of geometric series and their applications
NEXT STEPS
  • Study the properties of operator norms in linear algebra
  • Explore the geometric series and its convergence criteria
  • Learn about the continuity of functions in the context of linear transformations
  • Investigate the implications of the Inverse Function Theorem in linear algebra
USEFUL FOR

Mathematics students, particularly those studying linear algebra, researchers in functional analysis, and anyone interested in the properties of invertible linear functions.

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Homework Statement


Let [itex]G\subset L(\mathbb{R}^n;\mathbb{R}^n)[/itex] be the subset of invertible linear transformations.

a) For [itex]H\in L(\mathbb{R}^n;\mathbb{R}^n)[/itex], prove that if [itex]||H||<1[/itex], then the partial sum [itex]L_n=\sum_{k=0}^{n}H^k[/itex] converges to a limit [itex]L[/itex] and [itex]||L||\leq\frac{1}{1-||H||}[/itex].

b) If [itex]A\in L(\mathbb{R}^n;\mathbb{R}^n)[/itex] satisfies [itex]||A-I||<1[/itex], then [itex]A[/itex] is invertible and [itex]A^{-1}=\sum_{k=0}^{\infty }H^k[/itex] where [itex]I-A=H[/itex]. (Hint: Show that [itex]AL_n=H^{n+1}[/itex])

c) Let [itex]\varphi :G\rightarrow G[/itex] be the inversion map [itex]\varphi(A)=A^{-1}[/itex]. Prove that [itex]\varphi[/itex] is continuous at the identity [itex]I[/itex], using the previous two facts.

d) Let [itex]A, C \in G[/itex] and [itex]B=A^{-1}[/itex]. We can write [itex]C=A-K[/itex] and [itex]\varphi(A-K)=c^{-1}=A^{-1}(I-H)^{-1}[/itex] where [itex]H=BK[/itex]. Use this to prove that [itex]\varphi[/itex] is continuous at [itex]A[/itex].

Homework Equations



n/a

The Attempt at a Solution


a) is easy by using the geometric series. For c and d, what [itex]\varphi[/itex] is continuous at the identity [itex]I[/itex] and [itex]\varphi[/itex] is continuous at [itex]A[/itex] mean? What we need to prove?
 
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Hint: Absolute convergence.
 

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