Chapter 2: Problem 5
For \(j=1,2, \ldots, n\), let \(\left\\{x_{j k}\right\\}_{k=1}^{\infty}\) denote n sequences. Suppose that for each \(j\) $$ \sum_{k=1}^{\infty} x_{j, k} $$ is convergent. Then show $$ \sum_{j=1}^{n}\left(\sum_{k=1}^{\infty} x_{j, k}\right)=\sum_{k=1}^{\infty}\left(\sum_{j=1}^{n} x_{j, k}\right) . $$
Short Answer
Step by step solution
Understand the Problem
Use the Definition of Series
Changing Summation Order
Taking the Limits
Conclusion
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Fubini's Theorem
- Absolute Convergence: The key condition for applying Fubini's Theorem is absolute convergence. If a series converges absolutely, rearranging the terms does not affect the sum. This property allows us to exchange the order of summation successfully.
- Interchanging Summation: For series \(\sum_{j=1}^{n} \sum_{k=1}^{\infty} x_{j,k}\), Fubini’s Theorem allows us to interchange the summation to \(\sum_{k=1}^{\infty} \sum_{j=1}^{n} x_{j,k}\), simplifying complex calculations.
Order of Summation
- Absolute Convergence Requirement: If each series is absolutely convergent, you can safely swap the order of summation without affecting the final result.
- Example Context: In the given problem, the summation order goes from \(\sum_{j=1}^{n} \sum_{k=1}^{\infty} x_{j,k}\) to \(\sum_{k=1}^{\infty} \sum_{j=1}^{n} x_{j,k}\). By ensuring the series are convergent, we verified switching these orders is valid and beneficial.
Series and Limits
- Definition of a Series: A series \(\sum_{k=1}^{\infty} a_k \) is the limit of the partial sums \(\sum_{k=1}^{m} a_k\) as \(m\) goes to infinity.
- Convergence: A series converges if the sequence of its partial sums approaches a specific number. This means there's a fixed point it hovers around as more terms are added.
- Application to the Exercise: In the original problem, each \(\sum_{k=1}^{\infty} x_{j,k}\) converges. Hence, we can equate it to its limit. The final equality \(\sum_{j=1}^{n} \sum_{k=1}^{\infty} x_{j,k} = \sum_{k=1}^{\infty} \sum_{j=1}^{n} x_{j,k}\) harnesses the concept of limits to show that both sides converge to the same value.