Define a sequence (fn) from n=1 to infinity of functions

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SUMMARY

The discussion centers on defining a sequence of functions \( f_n(t) = t^n \) on the interval [0,1] and investigating its convergence in the \( L^2[0,1] \) space. The sequence converges if, for any \( \epsilon > 0 \), the \( L^2 \) norm \( ||f - t^n||_2 < \epsilon \) holds for sufficiently large \( n \). To determine convergence, the Cauchy criterion is applied, requiring that \( ||t^n - t^m||_2 \) approaches 0 as both \( n \) and \( m \) tend to infinity. The analysis reveals that the sequence does not converge in \( L^2[0,1] \) as it fails to satisfy the Cauchy condition.

PREREQUISITES
  • Understanding of \( L^2 \) space and norms
  • Familiarity with sequences of functions
  • Knowledge of convergence criteria in functional analysis
  • Basic calculus, particularly integration techniques
NEXT STEPS
  • Study the properties of \( L^2 \) spaces and their norms
  • Explore the concept of Cauchy sequences in functional analysis
  • Learn about convergence of sequences of functions
  • Investigate the implications of pointwise vs. uniform convergence
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Students and researchers in mathematics, particularly those focusing on functional analysis, sequences of functions, and convergence criteria in \( L^2 \) spaces.

henry22
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Homework Statement


Define a sequence (fn) from n=1 to infinity of functions on [0,1] by fn(t)=t^n
does the sequence converge in (CL^2[0,1],||.||2)


Homework Equations





The Attempt at a Solution


I am struggling on where to start. I am fairly new to the L2 space and so would just like a bit of help starting.
 
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The L2 norm of function f(t) in this space is \sqrt{\int_0^1 f^2(t)dt.

Here, that means that if this sequence to a function, f, then we must have that, given any \epsilon&gt; 0,
||f- t^n||= \sqrt{\int_0^1 (f(t)- t^n)^2 dt}&lt; \epsilon
for sufficiently large n (n> N for some integer N).

But just to determine whether or not it converges it might be better to show determine whether or not this is a Cauchy sequence. That is, determine if
||t^n- t^m||= \sqrt{\int_0^1 (t^n- t^m)^2 dt}= \sqrt{\int_0^1(t^{2n}- 2t^{n+m}+ t^{2m})dt}
goes to 0 as both m and n go to infinity.

(Since \sqrt{a_n} goes to 0 if and only if a_n goes to 0, you can ignore the square root.)
 

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