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Series Solutions of Linear Equations

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Chapter 6 Series Solutions of Linear Equations Outline Using power series to solve a differential equation. First, we should decide the point we choose to be the ... – PowerPoint PPT presentation

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Title: Series Solutions of Linear Equations


1
  • Chapter 6
  • Series Solutions of Linear Equations

2
Outline
  • Using power series to solve a differential
    equation. First, we should decide the point we
    choose to be the expanding point that is ordinary
    or not.
  • If the point is not an ordinary point, decide it
    a regular or irregular singular point, then use
    the Frobenius series to solve the problem.
  • Introduce the Bessel equation and the Legendres
    equation.

3
Introduction
  • In applications, higher order linear equations
    with variable coefficients are just as important
    as, if not more important than, differential
    equations with constant coefficient.
  • Considering a equation it does
    not possess elementary solutions. But we can find
    two linear independent solutions of
  • by using the series
    expansion.

4
6.1 Solutions About Ordinary Points
  • In section 4.7, without understanding that the
    most higher-order ordinary equations with
    variable coefficients cannot be solved in terms
    of elementary functions.
  • The usual strategy for solving differential
    equations of this sort is to assume a solution in
    the form of an infinite series and proceed in a
    manner similar to the method of undetermined
    coefficients.

5
6.1.1 Review of Power Series
  • Definition
  • A power series in is an infinite series
    of the form
  • Such a series is also said to be a power
    series centered at a.
  • For example, the power series
    is centered at a 1.
  • Convergence
  • A power series is convergent
    at a specified value of x if its
  • sequence of partial sums
    converges- that is,
  • If the limit does not exist at x, the series is
    said to be divergent.

6
  • Interval of Convergence
  • Every power series has an interval of
    convergence. The interval of convergence is the
    set of all real number x for which the series
    converges.
  • Note We will use the ratio test to see the
    series is convergence or divergence for
  • Radius of Convergence
  • As we mentioned that the R is assigned to be an
    interval boundary to check the series for its
    convergence property and R is also called the
    radius of convergence.
  • Whats the meaning for the value R?
  • It means a distance from the point x to the
    nearest singular point.(see in Theorem 6.1)
  • Bringing a concept, the singular point possess
    between convergent and
  • divergent region.

7
  • If then a power series
    converges for and
  • diverges for
  • For example, if the series converges for xa or
    for all x, then R is equal to 0 or
  • Recall that is equivalent to
  • Note A power series may or may not converge at
    the endpoints a-R or aR of this
  • interval.
  • Absolute Convergence
  • Within its interval of convergence a power series
    converges absolutely.

8
  • Ratio test
  • Convergence of a power series
    can often be determined by the ratio test.
  • Suppose that
  • If Llt1 the series converges absolutely, if Lgt1
    the series diverges, and if L1 the test is
    inconclusive.

9
  • Example
  • A power series the ratio
    test gives
  • The series converges absolutely for
    (Llt1), we get
  • The series diverges for Lgt1, that is
  • Test for the convergence of the boundary for x1
    or 9.

10
  • A Power Series Defines a Function
  • A power series defines a function
    whose domain is the
  • interval of convergence of the series. If
    the radius of the convergence is
  • Rgt0, then f is continuous, differential, and
    integrable on the interval
  • Thus, and
    can be found by term-by-term
    differentiation and integration.
  • If is a power series in x,
    then the first two derivatives are
  • It will be useful to substitute
    into the differential equation.

11
  • Identity Property
  • Analytic at a Point
  • A function f is analytic at a point a if it can
    be represented by a power series in x-a with a
    positive or infinite radius of convergence.
  • For example,

12
  • Arithmetic of Power Series
  • Power series can be combined through the
    operations of addition, multiplication, and
    division.
  • Example

13
  • Shifting the Summation Index
  • It is important to combine two or more summations
    with different index, so it may need to shift the
    summation index. You may see the rule by the
    following example.
  • Example 1Adding Two Power Series

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15
6.1.2 Power Series Solutions
  • Definition 6.1 Ordinary and Singular Points
  • A point is said to be an ordinary point of
    the differential equation
  • if
    both P(x) and Q(x) in the standard form
  • are
    analytic at A point that is not an
    ordinary point is said to be a singular point of
    the equation.
  • Considering the differential equation
    and

16
  • Polynomial Coefficients

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  • Theorem 6.1 Existence of Power Series Solutions
  • If is an ordinary point of the
    differential equation

  • we can always find two linearly independent
    solutions in the form of a power series centered
    at -that is,
  • A series
    solution converges at least on some interval
  • defined by whereas R is
    the distance from to the closest
  • singular point.
  • A solution of the form
    is said to be a solution about the ordinary point

19
  • Example 2. Power Series Solutions
  • Solve

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  • Example 3. Power Series Solution
  • Solve

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25
  • Example 4. Three-Term Recurrence Relation
  • If we seek a power series solution
    for the differential equation

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  • Nonpolynomial Coefficients
  • The next example illustrates how to find a power
    series solution about the ordinary point
    of a differential equation when its
    coefficients are not polynomials.
  • Example 5. ODE with Nonpolynomial Coefficients
  • Solve

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29
  • Solution Curves
  • The approximate graph of a power series solution
    can be
  • obtained in several ways. We can always
    resort to graphing the terms in the sequence of
    partial sums of the seriesin other words, the
    graphs of the polynomials
  • For a large value of N,
  • By this, will
    give us some information about the
  • behavior of y(x) near the ordinary point.

30
  • Remarks
  • Even though we can generate as many terms as
    desired in
  • series solution either
    through the use of a
  • recurrence relation or, as in Example 4, by
    multiplication, it
  • may not be possible to deduce any general
    term for the
  • coefficients We may have to settle, as
    we did in Example 4
  • and 5, for just writing out the first few
    terms of the series.

31
6.2 Solutions About Singular Points
  • The two differential equations
    are similar only in that they are
    both examples of simple linear second-order
    equations with variable coefficients.
  • We saw in the preceding section that since x0 is
    an ordinary point of the first equation, there is
    no problem in finding two linear independent
    power series solutions centered at that point.
  • In the contrast, because x0 is a singular
    point(which is defined in Definition 6.1) of the
    second ODE, finding two infinite series solutions
    of the equation about that point becomes a more
    difficult task.

32
  • Regular and Irregular Singular Points
  • Definition 6.2 Regular and Irregular Singular
    Points

33
  • Example 1. Classification of Singular Points

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35
  • Theorem 6.2 Frobenius Theorem
  • If is a regular singular point of
    the differential equation

  • then there exists at least one solution of the
  • form
  • where the number r is a constant to be
    determined. The series will
  • converge at least on some interval
  • If we consider a differential equation that has a
    regular singular point,
  • then we can substitute
    into the DE like the approach
  • we did before by using the power series to
    solve with the ordinary point.

36
  • Example 2. Two series solutions

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39
Indicial Equation
  • Equation is called the indicial
    equation of the previous example, and the value
    are called the indicial
    roots, or exponents, of the singularity x0.
  • In general, after substituting
    into the given
  • differential equation and simplifying, the
    indicial equation is a quadratic equation in r
    that results from equating the total coefficient
    of the lowest power of x to zero.
  • We solve for the two values of r and substitute
    these value
  • into a recurrence relation such as
  • By Theorem 6.2, there is at least one
    solution of the assumed
  • series form that can be found.

40
  • Example for Indicial Equation

41
Three Cases
  • Case I
  • Case II

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  • Case III If then there always exists
    two linearly independent solutions of
    of the form

44
  • Example 5.
  • Find the general solution of

45
Remark
  • When the difference of indicial roots
    is a positive integer
  • it sometimes pays to iterate the
    recurrence relation using the smaller root
    first.
  • Since r is the root of a quadratic equation, it
    could be complex. Here we do not concern this
    case.
  • If x0 is an irregular singular point, we may not
    be able to find
  • any solution of the form

46
6.3 Two Special Equations
  • The two differential equations
  • occur frequently in advanced studies in
    applied mathematics, physics, and engineering.
  • They are called Bessels equation and Legendres
    equation, respectively.
  • In solving (1) we shall assume whereas
    in (2) we shall consider only the case when n is
    a nonnegative integer.

47
Solution of Bessels Equation
  • Substituting into the Bessels
    equation,

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50







  • Example 1. General Solution Not an Integer

51
  • Bessel Functions of the Second Kinds

52
Following plot will show us the first and second
kind of Bessel function.
53
  • Example 2. General Solution an Integer
  • Parametric Bessel Equation

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  • Example 4. Derivation Using the Series Definition

56
  • Spherical Bessel Functions

57
  • Example 5. Spherical Bessel Function with

58
  • Now we bring out an extra concept that is not
    mentioned in textbook, that is, the Modified
    Bessel Equation.

59

60
  • Example.
  • Solution of Legendres Equation

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  • Example from P305. Q19
  • Properties of

66
  • Conclusion
  • Here we point out two type of these special
    function, it will be categorized to represent
    with a special solution, that we will find out in
    the mathematics handbook.
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