Difference between revisions of "Properties of Power Series"
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− | < | + | == Addition and subtraction == |
+ | When two functions ''f'' and ''g'' are decomposed into power series around the same center ''c'', the power series of the sum or difference of the functions can be obtained by termwise addition and subtraction. That is, if | ||
+ | : <math>f(x) = \sum_{n=0}^\infty a_n (x - c)^n</math> and <math>g(x) = \sum_{n=0}^\infty b_n (x - c)^n</math> | ||
+ | |||
+ | then | ||
+ | : <math>f(x) \pm g(x) = \sum_{n=0}^\infty (a_n \pm b_n) (x - c)^n.</math> | ||
+ | |||
+ | It is not true that if two power series <math display="inline">\sum_{n=0}^\infty a_n x^n</math> and <math display="inline">\sum_{n=0}^\infty b_n x^n</math> have the same radius of convergence, then <math display="inline">\sum_{n=0}^\infty \left(a_n + b_n\right) x^n</math> also has this radius of convergence. If <math display="inline">a_n = (-1)^n</math> and <math display="inline">b_n = (-1)^{n+1} \left(1 - \frac{1}{3^n}\right)</math>, then both series have the same radius of convergence of 1, but the series <math display="inline">\sum_{n=0}^\infty \left(a_n + b_n\right) x^n = \sum_{n=0}^\infty \frac{(-1)^n}{3^n} x^n</math> has a radius of convergence of 3. | ||
+ | |||
+ | == Multiplication and division == | ||
+ | With the same definitions for <math>f(x)</math> and <math>g(x)</math>, the power series of the product and quotient of the functions can be obtained as follows: | ||
+ | : <math>\begin{align} | ||
+ | f(x)g(x) &= \left(\sum_{n=0}^\infty a_n (x-c)^n\right)\left(\sum_{n=0}^\infty b_n (x - c)^n\right) \\ | ||
+ | &= \sum_{i=0}^\infty \sum_{j=0}^\infty a_i b_j (x - c)^{i+j} \\ | ||
+ | &= \sum_{n=0}^\infty \left(\sum_{i=0}^n a_i b_{n-i}\right) (x - c)^n. | ||
+ | \end{align}</math> | ||
+ | |||
+ | The sequence <math display="inline">m_n = \sum_{i=0}^n a_i b_{n-i}</math> is known as the convolution of the sequences <math>a_n</math> and <math>b_n</math>. | ||
+ | |||
+ | For division, if one defines the sequence <math>d_n</math> by | ||
+ | : <math>\frac{f(x)}{g(x)} = \frac{\sum_{n=0}^\infty a_n (x - c)^n}{\sum_{n=0}^\infty b_n (x - c)^n} = \sum_{n=0}^\infty d_n (x - c)^n</math> | ||
+ | |||
+ | then | ||
+ | : <math>f(x) = \left(\sum_{n=0}^\infty b_n (x - c)^n\right)\left(\sum_{n=0}^\infty d_n (x - c)^n\right)</math> | ||
+ | |||
+ | and one can solve recursively for the terms <math>d_n</math> by comparing coefficients. | ||
+ | |||
+ | Solving the corresponding equations yields the formulae based on [[determinant]]s of certain matrices of the coefficients of <math>f(x)</math> and <math>g(x)</math> | ||
+ | :<math>d_0=\frac{a_0}{b_0}</math> | ||
+ | :<math>d_n=\frac{1}{b_0^{n+1}} \begin{vmatrix} | ||
+ | a_n &b_1 &b_2 &\cdots&b_n \\ | ||
+ | a_{n-1}&b_0 &b_1 &\cdots&b_{n-1}\\ | ||
+ | a_{n-2}&0 &b_0 &\cdots&b_{n-2}\\ | ||
+ | \vdots &\vdots&\vdots&\ddots&\vdots \\ | ||
+ | a_0 &0 &0 &\cdots&b_0\end{vmatrix}</math> | ||
+ | |||
+ | == Differentiation and integration== | ||
+ | Once a function <math>f(x)</math> is given as a power series as above, it is differentiable on the interior of the domain of convergence. It can be differentiated and integrated quite easily, by treating every term separately: | ||
+ | : <math>\begin{align} | ||
+ | f'(x) &= \sum_{n=1}^\infty a_n n (x - c)^{n-1} = \sum_{n=0}^\infty a_{n+1} (n + 1) (x - c)^n, \\ | ||
+ | \int f(x)\,dx &= \sum_{n=0}^\infty \frac{a_n (x - c)^{n+1}}{n + 1} + k = \sum_{n=1}^\infty \frac{a_{n-1} (x - c)^n}{n} + k. | ||
+ | \end{align}</math> | ||
+ | |||
+ | Both of these series have the same radius of convergence as the original one. | ||
+ | |||
+ | ==Resources== | ||
+ | ===Differentiation and Integration of Power Series=== | ||
* [https://www.youtube.com/watch?v=zCQuEN7TFNE, Differentiation and Integration Using Power Series] Video by James Sousa, Math is Power 4U | * [https://www.youtube.com/watch?v=zCQuEN7TFNE, Differentiation and Integration Using Power Series] Video by James Sousa, Math is Power 4U | ||
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* [https://www.youtube.com/watch?v=nD6hai32ykQ, Power Series - Differentiation and Integration] Video by The Organic Chemistry Tutor | * [https://www.youtube.com/watch?v=nD6hai32ykQ, Power Series - Differentiation and Integration] Video by The Organic Chemistry Tutor | ||
− | + | ===Power Series Representation of Functions Using Differentiation and Integration=== | |
− | |||
* [https://www.youtube.com/watch?v=bvNPmQRY8Ts, Find a Power Series to Represent arctan(x) Using Integration] Video by Math is Power 4U | * [https://www.youtube.com/watch?v=bvNPmQRY8Ts, Find a Power Series to Represent arctan(x) Using Integration] Video by Math is Power 4U | ||
* [https://www.youtube.com/watch?v=ujB-5zQWZAY, Find a Power Series to Represent a Rational Function Using Differentiation] Video by Math is Power 4U | * [https://www.youtube.com/watch?v=ujB-5zQWZAY, Find a Power Series to Represent a Rational Function Using Differentiation] Video by Math is Power 4U |
Revision as of 16:06, 10 October 2021
Contents
Addition and subtraction
When two functions f and g are decomposed into power series around the same center c, the power series of the sum or difference of the functions can be obtained by termwise addition and subtraction. That is, if
- and
then
It is not true that if two power series and have the same radius of convergence, then also has this radius of convergence. If and , then both series have the same radius of convergence of 1, but the series has a radius of convergence of 3.
Multiplication and division
With the same definitions for and , the power series of the product and quotient of the functions can be obtained as follows:
The sequence is known as the convolution of the sequences and .
For division, if one defines the sequence by
then
and one can solve recursively for the terms by comparing coefficients.
Solving the corresponding equations yields the formulae based on determinants of certain matrices of the coefficients of and
Differentiation and integration
Once a function is given as a power series as above, it is differentiable on the interior of the domain of convergence. It can be differentiated and integrated quite easily, by treating every term separately:
Both of these series have the same radius of convergence as the original one.
Resources
Differentiation and Integration of Power Series
- Differentiation and Integration Using Power Series Video by James Sousa, Math is Power 4U
- Estimate a Definite Integral Using Power Series Video by James Sousa, Math is Power 4U
- Differentiating and Integrating Power Series Video by Patrick JMT
- Integrating a Power Series Video by Patrick JMT
- Integrating a Power Series, Example 2 Video by Patrick JMT
- Power Series Differentiation Video by Krista King
- Expressing the Integral as a Power Series Video by Krista King
- Using Power Series to Estimate a Definite Integral Video by Krista King
- Power Series - Differentiation and Integration Video by The Organic Chemistry Tutor
Power Series Representation of Functions Using Differentiation and Integration
- Find a Power Series to Represent arctan(x) Using Integration Video by Math is Power 4U
- Find a Power Series to Represent a Rational Function Using Differentiation Video by Math is Power 4U
- Finding a Power Series by Differentiation Video by Patrick JMT
- Finding Power Series by Differentiation - Three Examples Video by Patrick JMT
- Power Series Representation Using Integration Video by Patrick JMT
- Power Series Representation by Differentiation Video by The Organic Chemistry Tutor
- Power Series Representation by Integration Video by The Organic Chemistry Tutor