Prove that the space C[0,1] of continuous functions with the sup norm is complete.
Answer: The space of continuous functions with the sup norm is complete.
Step-by-step solution
Step 1: Define Completeness and Sup Norm
The space consists of all continuous real-valued functions defined on the closed interval . The sup norm, denoted as , for a function in this space is defined as the supremum of the absolute values of over the interval . A metric space is complete if every Cauchy sequence in the space converges to a limit that is also in the space.
Step 2: Consider a Cauchy Sequence
We begin by taking an arbitrary Cauchy sequence of functions, , in . By the definition of a Cauchy sequence with respect to the sup norm, for any given , there exists an integer such that for all , the sup norm of the difference between and is less than . This means that for any , .
Step 3: Pointwise Convergence
Since for all , the sequence of real numbers is a Cauchy sequence in for each fixed . Because the real number system is complete, every Cauchy sequence in converges to a limit in . Thus, for each , converges to some real number, which we define as . This defines a pointwise limit function on .
Step 4: Uniform Convergence
From the Cauchy property, for any , there exists such that for , for all . If we fix and let , then . By the property of limits, . This inequality holds for all , which means that . This shows that converges uniformly to .
Step 5: Continuity of the Limit Function
A fundamental theorem in analysis states that the uniform limit of a sequence of continuous functions is continuous. Since each is continuous on and the sequence converges uniformly to on , it follows that the limit function must also be continuous on . Therefore, .
Step 6: Conclusion
We have shown that any Cauchy sequence in converges uniformly to a function , and this limit function is continuous. Since is continuous on , it belongs to the space . This satisfies the definition of completeness for the metric space .