lecture 19: ordinary differential equations: special functions key...
TRANSCRIPT
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Lecture 19: Ordinary Differential Equations: Special Functions
Key pointsHermite differential equation: Legendre's differential equation: Bessel's differential equation: Modified Bessel differential equation: Spherical Bessel differential equation: Airy differential equation: Laguerre differential equation:
MapleHermiteH(n,x)LegendreP(n,x), LegendreQ(n,x)BesselJ(n,x), BesselY(n,x)HankelH1(n,x), HankelH2(n,x)BesselI(n,x), BesselK(n,x)AiryAi(x), AiryBi(x)LaguerreL(n,x)KummerM(n,x), KummerU(n,x)
Hermite equation
Hermite differential equation
General solution by Maple
where and are the Kummer functions . The Kummer functions are also calledconfluent hypergeometric functions.In Maple, they are predifined functions, and .
The two independent solutions for the Hermite differential equation is and
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.
For integer , Hermite polynomial
is a solution to the Hermite differential equation. .
For ,
In Maple, Hermite polynomials are predefined as HermiteH(n,x)The first few Hermite polynomials are:
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The Hermite polynomials determined by the following recursive relation are solution to the
Hermite equation.
Orthogonality
The second solution to the Hermite equation is the second kind Hermite function which
exponentially diverges as . Since it is rarely used in physics, we don't discuss it here.
Legendre equation
Legendre's differential equation of degree n (0th order)
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General Solution
For ,
Two linearly independent solutions to this ODE is known as the first kind of Legendre polynomials and the second kind of Legendre function . is not popular in Physics because it is
defined for and . (It is possible to extend to but it is not our
interest.)
First kind Legendre polynomials
In Maple, Legendre polynomials are predefined as .
= 1 = x
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Note that diverges logarithmically at and .
Orthogonality
forms an orthonormal basis set for .
Recursive equation
General Legendre equation
Legendre's differential equation
where and are integers and . (mathematically speaking non-integer values are allowed but not popular in physics.)Associate Legendre functions,
are solution to the general Legendre differential equation.
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Solution by Maple
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Bessel equation
Bessel's differential equation
General solution by Maple
Two linearly independent solutions are known as Bessel function, and Weber function .
The second solution is also called Neumann function and denoted as .
Hankel functions are also a pair of linearly
independent solutions.Even for integer , there is no simplex expression: For ,
In Maple, these functions are predefined as BesselJ(n,x), BesselY(n,x), BesselH1(n,x), and BesselH2(n,x). These functions can be expressed only with infinite series (Maple cannot express them in simple forms but you can evaluate numerical values with Maple.)
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Bessel functions are not orthogonal!
Bessel function Weber function
Modified Bessel equation
Modified Bessel differential equation
General solution by Maple
Two linearly independent solutions are the first kind and second kind of modified Bessel functions, and , respectively.
In Maple, the modified Bessel functions are predefined as BesselI(n,x) and BesselK(n,x). There is no
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simple expression of the modified Bessel functions even for integer .
The modified Bessel functions are related to the regular Bessel functions as follows:
In Maple, the modified Bessel functions are predefined as BesselI(n,x) and BesselK(n,x). There is no simplex expression for these functions.
Spherical Bessel equation
Spherical Bessel differential equation
General Solution
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Two linearly independent solutions are spherical Bessel functions:
Although there is no simple expression of Bessel functions in general, the spherical Bessel functions can be written in simple closed form:For ,
For general integer ,
Spherical Bessel functions can be expressed in simple form. For example,
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x
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x2
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Note that the spherical Neumann functions diverge at .
Spherical Bessel Spherical Neumann function
Airy equation
Airy differential equation
General Solution
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Two linearly independent solutions are the first and second kind of Airy functions, Ai(x) and Bi(x), respectively. They are related to modified Bessel functions as follows:
Since , the second term is usually eliminated by physical boundary condition.In Maple, the Airy functions are predefined as AiryAi(x) and AiryBi(x).
1st kind of Airy function, Ai(x) 2nd kind of Airy function, Bi(x)
Laguerre equation
Laguerre differential equation
General Solution
The Kummer functions are the two independent solutions for the Laguerre equation.
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For ,
Similar to the Hermite differential equation, the general solution to the Laguerre equation is linear combination of Kummer functions.This particular Kummer function, has a special name, Laguerre function
which can be expressed in simple form when is integer.
In Maple, Laguerre polynomials are predefined as LaguerreL(n,x)The first few Laguerre polynomials are:
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