Chapter 19: Problem 4
Expand the given function in a Maclaurin series. Give the radius of convergence of each series. \(f(z)=\frac{z}{(1-z)^{3}}\)
Short Answer
Expert verified
Maclaurin series: \( \sum_{n=0}^{\infty} (n+1)n z^n \), radius of convergence is \(|z|<1\).
Step by step solution
01
Identify the Maclaurin Series
A Maclaurin series is a specific type of Taylor series centered at zero. We start by considering the function in the form suitable for expansion. The standard geometric series is given by \( \frac{1}{1-z} = \sum_{n=0}^{\infty} z^n \) for \(|z|<1\).
02
Differentiate the Geometric Series
To find the series for \( \frac{1}{(1-z)^3} \), let's differentiate the geometric series twice. The first derivative is \( \frac{d}{dz} \left(\frac{1}{1-z}\right) = \frac{1}{(1-z)^2} = \sum_{n=1}^{\infty} n z^{n-1} \). Differentiating again gives \( \frac{d^2}{dz^2} \left(\frac{1}{1-z}\right) = \frac{2}{(1-z)^3} = \sum_{n=2}^{\infty} n(n-1) z^{n-2} \).
03
Multiply the Result by z
We want \( f(z) = \frac{z}{(1-z)^3} \). From the expression \( \frac{2}{(1-z)^3} = \sum_{n=2}^{\infty} n(n-1) z^{n-2} \), multiply both sides by \(z\) to shift the powers. This yields \( f(z) = z \times \sum_{n=2}^{\infty} n(n-1) z^{n-2} = \sum_{n=2}^{\infty} n(n-1) z^{n-1} \).
04
Summation Index Adjustment
Shift the summation index back to start at \(n=0\) by replacing \(n-1\) with \(m\). Let \(m=n-1\), so \(n=m+1\), the new expression becomes \( f(z) = \sum_{m=1}^{\infty} m(m+1) z^m \). After combining terms, we have \( \sum_{n=0}^{\infty} (n+1)n z^n \).
05
Determine the Radius of Convergence
Using the original geometric series \( \frac{1}{1-z} = \sum_{n=0}^{\infty} z^n \), the radius of convergence is given by \(|z|<1\). This property holds as differentiation and multiplication by a polynomial do not change the radius of convergence.
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Radius of Convergence
In the world of mathematical series, the radius of convergence is a fundamental concept to grasp. It indicates the values for which a series converges. If a power series converges within a certain radius, then this is known as the radius of convergence.
We often find this by analyzing the series term-by-term. For any geometric series
This insight is particularly helpful when expanding functions using a series, ensuring that we understand the interval over which our series approximation is valid.
We often find this by analyzing the series term-by-term. For any geometric series
- Written as \( \frac{1}{1-z} = \sum_{n=0}^{\infty} z^n \)
- The series converges if \(|z|<1\)
This insight is particularly helpful when expanding functions using a series, ensuring that we understand the interval over which our series approximation is valid.
Taylor Series
The Taylor series is an essential tool in approximating functions. A Taylor series represents a function as an infinite sum of terms. These terms are calculated from the values of the function's derivatives at a single point. When this point is zero, the series is called a Maclaurin series.
In essence, the Taylor series provides a way to break down a complex function into simpler, known terms that are easier to compute. The formula for a Taylor series centered at a point \(a\) is
Expanding a function through its series involves calculating derivatives and applying them systematically. This was exactly the approach taken with \( f(z) = \frac{z}{(1-z)^3} \), leveraging the derivatives of the geometric series to build a comprehensive series expansion.
In essence, the Taylor series provides a way to break down a complex function into simpler, known terms that are easier to compute. The formula for a Taylor series centered at a point \(a\) is
- \( f(x) = \sum_{n=0}^{\infty} \frac{f^{(n)}(a)}{n!}(x-a)^n \)
Expanding a function through its series involves calculating derivatives and applying them systematically. This was exactly the approach taken with \( f(z) = \frac{z}{(1-z)^3} \), leveraging the derivatives of the geometric series to build a comprehensive series expansion.
Geometric Series
Geometric series are among the simplest types of series, and understanding them lays a foundation for exploring more complex series expansions like the Maclaurin and Taylor series. A geometric series has the form
The formula for the sum of an infinite geometric series where \(|r|<1\) is
- \( S = a + ar + ar^2 + ar^3 + \ldots + ar^n \)
The formula for the sum of an infinite geometric series where \(|r|<1\) is
- \( S = \frac{a}{1-r} \)