Chapter 11: Problem 38
Prove: If \(\lim _{k \rightarrow+\infty}\left|c_{k}\right|^{1 / k}=L,\) where \(L \neq 0,\) then \(1 / L\) is the radius of convergence of the power series \(\sum_{k=0}^{\infty} c_{k} x^{k}\)
Short Answer
Expert verified
The radius of convergence is \( \frac{1}{L} \).
Step by step solution
01
Recall the Formula for Radius of Convergence
The formula to find the radius of convergence, \( R \), of a power series \( \sum_{k=0}^{\infty} c_{k} x^{k} \) is given by the formula \( \frac{1}{L} \), where \( L \) is the limit \( \lim_{k \to \infty} |c_k|^{1/k} \). This is known as Cauchy-Hadamard formula for radius of convergence.
02
Apply the Formula to Given Limit
Given that \( \lim_{k \rightarrow +\infty} |c_k|^{1/k} = L \) where \( L eq 0 \), we can directly apply the Cauchy-Hadamard formula. According to the formula, \( \frac{1}{L} \) should be the radius of convergence \( R \).
03
Verify the Conditions
Ensure that \( L eq 0 \) is a condition for using the formula for radius of convergence. Since \( L eq 0 \), the power series converges within the open interval \( (\frac{-1}{L}, \frac{1}{L}) \), which means that \( \frac{1}{L} \) is indeed the radius of convergence of the power series.
04
Conclusion of the Proof
Through the application of the Cauchy-Hadamard formula, the hypothesis \( \lim_{k \to \infty} |c_k|^{1/k} = L \) yields that \( \frac{1}{L} \) directly constitutes the radius of convergence for the series. Hence, it is proven that \( \frac{1}{L} \) is the radius of convergence when \( L eq 0 \).
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Cauchy-Hadamard formula
The Cauchy-Hadamard formula is a powerful tool to determine the radius of convergence for a power series. This formula specifically applies to power series of the form \[ \sum_{k=0}^{\infty} c_{k} x^{k} \]where each coefficient \( c_k \) corresponds to a particular term in the series.
The radius of convergence, \( R \), is essentially the distance from the origin within which the series converges to a definite value as opposed to diverging. According to the Cauchy-Hadamard theorem, this radius is determined by the limit:\[R = \frac{1}{L}\]where \( L = \lim_{k \rightarrow +\infty} |c_{k}|^{1/k} \). This discovery allows a clear connection between the behavior of a power series and the behavior of its coefficients.
The radius of convergence, \( R \), is essentially the distance from the origin within which the series converges to a definite value as opposed to diverging. According to the Cauchy-Hadamard theorem, this radius is determined by the limit:\[R = \frac{1}{L}\]where \( L = \lim_{k \rightarrow +\infty} |c_{k}|^{1/k} \). This discovery allows a clear connection between the behavior of a power series and the behavior of its coefficients.
- When \( L = 0 \), the series converges for all \( x \).
- When \( L eq 0 \), \( R = \frac{1}{L} \) provides the boundary for convergence.
- When \( L = \infty \), the series only converges at \( x = 0 \).
Power series
A power series can be thought of as an infinite polynomial, which means it is made up of an infinite number of terms. Each of these terms includes a variable raised to a power and multiplied by a coefficient. In mathematical notation, this is expressed as:\[\sum_{k=0}^{\infty} c_{k} x^{k}\]where \( c_k \) are the coefficients and \( x^k \) represents each term raised to a power.
Power series are pivotal in calculus and analysis because they allow approximation of complex functions in a manner that's easy to manipulate algebraically. The convergence aspect of power series is critical. Convergence means that as you add more terms, the series approaches a specific value.
Power series are pivotal in calculus and analysis because they allow approximation of complex functions in a manner that's easy to manipulate algebraically. The convergence aspect of power series is critical. Convergence means that as you add more terms, the series approaches a specific value.
- If a power series converges, it defines a function within its interval of convergence.
- The interval may be finite or infinite, depending on the series.
Limit of sequence
The concept of the limit of a sequence is essential in finding the radius of convergence through the Cauchy-Hadamard formula. A sequence is a list of numbers generated by a specific rule or function, and a limit describes the value that terms in the sequence approach as the index goes to infinity.
In our case, the sequence to focus on is \( |c_k|^{1/k} \). We are interested in understanding this sequence's behavior as \( k \) tends to infinity:\[\lim_{k \rightarrow +\infty} |c_k|^{1/k} = L\]The value \( L \) plays a dual role by dictating both the power series' convergence radius through \( \frac{1}{L} \) and giving insight into the long-term behavior of the coefficients.
Understanding limits is foundational in calculus, and they help define functions and continuity. In the context of power series, properly determining \( L \) enables the calculation of convergence regions, ensuring the series properly models functions within the desired domain.
In our case, the sequence to focus on is \( |c_k|^{1/k} \). We are interested in understanding this sequence's behavior as \( k \) tends to infinity:\[\lim_{k \rightarrow +\infty} |c_k|^{1/k} = L\]The value \( L \) plays a dual role by dictating both the power series' convergence radius through \( \frac{1}{L} \) and giving insight into the long-term behavior of the coefficients.
Understanding limits is foundational in calculus, and they help define functions and continuity. In the context of power series, properly determining \( L \) enables the calculation of convergence regions, ensuring the series properly models functions within the desired domain.
- If \( L = 0 \), the sequence converges to zero, affecting convergence greatly.
- Knowledge of limits ties knot with calculus and series convergence.