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What condition must be met by a function \(f\) for it to have a Taylor series centered at \(a ?\)

Short Answer

Expert verified
Answer: The conditions for a function to have a Taylor series centered at a are the convergence of the series for every x in some interval containing a, and the infinite differentiability of the function in a neighborhood of a.

Step by step solution

01

Definition of Taylor Series

A Taylor series is a representation of a function \(f\) as an infinite sum of terms based on its derivatives at a single point (the center \(a\)). The Taylor series of function \(f(x)\) centered at \(a\) is given by: $$ f(x) = \sum_{n=0}^{\infty} \frac{f^{(n)}(a)}{n!}(x-a)^n $$ #L(n,x) = f^{(n)}(a)/n! * (x-a)^n# is the \(n\)-th term in the series and #f^{(n)}(a)# is the \(n\)-th derivative of the function at point \(a\).
02

Condition of Convergence

For a function \(f\) to have a Taylor series centered at \(a\), the series must converge to \(f(x)\) for every \(x\) in some interval containing \(a\). This means that for some interval, the limit as \(n\) approaches infinity: $$ R_n(x) = \lim_{n \rightarrow \infty} \frac{f^{(n+1)}(x)}{(n+1)!}(x-a)^{n+1} $$ must converge to \(0\) for every \(x\) in that interval.
03

Condition of Differentiability

Another crucial condition for a function to have a Taylor series is that the function can be differentiated \(n\) times around the point \(a\). In other words, \(f\) must be infinitely differentiable in a neighborhood of \(a\).

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Convergence
When discussing Taylor series, convergence is a vital concept to understand. In the context of Taylor series, convergence is about how well the series, as an infinite sum of terms, can approximate a function around a point. For a Taylor series centered at a point \( a \), it should converge to the function \( f(x) \) within a certain interval around \( a \). This ensures that the infinite sum actually represents the function accurately in that region. To establish convergence, we consider the remainder term \( R_n(x) \), which represents the error between the function and the nth partial sum of the Taylor series. As \( n \rightarrow \infty \), for the series to properly converge, \( R_n(x) \) must limit to 0 within an interval around \( a \). This guarantees that the series sums up to the actual function values for \( x \) in that interval. If the remainder approaches zero, the Taylor series is said to converge to the function \( f(x) \). Hence, verifying the convergence is crucial before using the series for practical calculations.
Differentiability
Differentiability is a key requirement for forming a Taylor series. It means that the function \( f \) can be differentiated smoothly at a point and in its vicinity. For a Taylor series centered at \( a \), differentiability is essential because each term in the series involves derivatives of the function at that point.A function is said to be differentiable at a point if it has a defined derivative there, and it can be expressed as:
  • The slope of the tangent to the curve at that particular point
  • Expressing the rate of change of the function at that point
Moreover, for a function to possess a Taylor series, it must be infinitely differentiable around \( a \). This means it's possible to find as many derivatives as needed at every point in a small neighborhood around \( a \). Thus, having multiple derivatives is what forms the building block for each subsequent term in the Taylor series and confirms that the function behaves nicely for approximation using the series.
Derivatives
Derivatives are the core components of the Taylor series. They provide the crucial information about the function's behavior near a point. Each derivative contributes to the construction of each term in the Taylor series. For a Taylor series centered at a point \( a \), the function \( f(x) \) is expressed as:\[ f(x) = \sum_{n=0}^{\infty} \frac{f^{(n)}(a)}{n!}(x-a)^n \]Here, \( f^{(n)}(a) \) represents the \( n \)-th derivative of the function evaluated at \( a \). The derivatives are effectively the ingredients used to "build" the series terms. Important notes about derivatives in Taylor series:
  • They determine the series' accuracy and are critical for the convergence and representation of \( f(x) \).
  • The more derivatives are available, the more terms can be included, refining the approximation.
Derivatives, therefore, ensure that a Taylor series can accurately depict the function, capturing its slopes and curvatures around the point \( a \). The nth term reflects the function's behavior based on its nth derivative, making derivatives indispensable for the existence of a Taylor series.

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Most popular questions from this chapter

Suppose you wish to approximate \(e^{0.35}\) using Taylor polynomials. Is the approximation more accurate if you use Taylor polynomials centered at 0 or \(\ln 2 ?\) Use a calculator for numerical experiments and check for consistency with Theorem 9.2. Does the answer depend on the order of the polynomial?

Identify the functions represented by the following power series. $$\sum_{k=0}^{\infty}(-1)^{k} \frac{x^{2 k}}{4^{k}}$$

Exponential function In Section 9.3, we show that the power series for the exponential function centered at 0 is $$e^{x}=\sum_{k=0}^{\infty} \frac{x^{k}}{k !}, \quad \text { for }-\infty< x <\infty$$ Use the methods of this section to find the power series for the following functions. Give the interval of convergence for the resulting series. $$f(x)=e^{-3 x}$$

Exponential function In Section 9.3, we show that the power series for the exponential function centered at 0 is $$e^{x}=\sum_{k=0}^{\infty} \frac{x^{k}}{k !}, \quad \text { for }-\infty< x <\infty$$ Use the methods of this section to find the power series for the following functions. Give the interval of convergence for the resulting series. $$f(x)=e^{-x}$$

When approximating a function \(f\) using a Taylor polynomial, we use information about \(f\) and its derivatives at one point. An alternative approach (called interpolation) uses information about \(f\) at several different points. Suppose we wish to approximate \(f(x)=\sin x\) on the interval \([0, \pi]\) a. Write the (quadratic) Taylor polynomial \(p_{2}\) for \(f\) centered at \(\frac{\pi}{2}\). b. Now consider a quadratic interpolating polynomial \(q(x)=a x^{2}+b x+c .\) The coefficients \(a, b,\) and \(c\) are chosen such that the following conditions are satisfied: $$ q(0)=f(0), q\left(\frac{\pi}{2}\right)=f\left(\frac{\pi}{2}\right), \text { and } q(\pi)=f(\pi) $$ Show that \(q(x)=-\frac{4}{\pi^{2}} x^{2}+\frac{4}{\pi} x\) c. Graph \(f, p_{2},\) and \(q\) on \([0, \pi]\) d. Find the error in approximating \(f(x)=\sin x\) at the points and \(\pi\) using \(p_{2}\) and \(q\) \(\frac{\pi}{4}, \frac{\pi}{2}, \frac{3 \pi}{4}\) e. Which function, \(p_{2}\) or \(q,\) is a better approximation to \(f\) on \([0, \pi] ?\) Explain.

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