Notes on Math - General Notes, Study notes of Mathematics

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2020/2021

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Mathematical Formulae
1. Vector Formulae
Bold characters are vector functions and fis a scalar function.
A(BC) = C(AB) = B(CA)
A(BC) = B(AC)C(AB)
(AB)(CD) = (AC)(BD)(AD)(BC)
r (fA) = rfA+fr A
r (fA) = rfA+fr A
r(AB) = A(r B) + B(r A)+(B r)A+ (A r)B
r (AB) = B(r A)A(r B)
r (AB) = Ar BBr A+ (B r)A(A r)B
r rf0
r (r A)0
r (r A) = r(r A) r2A
r r= 3;r=position vector
r r= 0
r21
jrr0j=4(rr0)
Substantive derivative: df
dt =@f
@t + (vr)f; v=velocity
Substantive derivative: dA
dt =@A
@t + (vr)A
Substantive derivative: dv
dt =@v
@t + (vr)v=@v
@t +1
2rv2+ (r v)v
Gauss’theorem: ZVr AdV =IS
AdS
Stokes’theorem ZSr AdS=IC
Adl
IS
(r A)dS= 0 for closed surface
ZVr AdV =IS
dSA=IS
AdS
1
pf3
pf4
pf5
pf8
pf9
pfa
pfd
pfe
pff

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Mathematical Formulae

1. Vector Formulae

Bold characters are vector functions and f is a scalar function.

A  (B  C) = C  (A  B) = B  (C  A) A  (B  C) = B(A  C) C(A  B) (A  B)  (C  D) = (A  C)(B  D) (A  D)(B  C) r  (f A) = rf  A + f r  A r  (f A) = rf  A + f r  A r(A  B) = A  (r  B) + B  (r  A) + (B  r)A + (A  r)B r  (A  B) = B  (r  A) A  (r  B) r  (A  B) = Ar  B Br  A + (B  r)A (A  r)B r  rf  0 r  (r  A)  0 r  (r  A) = r(r  A) r^2 A r  r = 3; r = position vector r  r = 0

r^2

jr r^0 j =^ ^4 (r^ ^ r

Substantive derivative: df dt

= @f @t

  • (vr)f; v = velocity

Substantive derivative: dA dt

= @A

@t

  • (vr)A

Substantive derivative: dv dt

= @v @t

  • (vr)v = @v @t

+^1

rv^2 + (r  v)  v

Gaussítheorem:

Z

V

r  AdV =

I

S

A  dS

Stokesítheorem

Z

S

r  A  dS =

I

C

A  dl I

S

(r  A)  dS = 0 for closed surface Z

V

r  AdV =

I

S

dS  A =

I

S

A  dS

2. Delta Function

Z

f (t)(t t^0 )dt = f (t^0 )

(at) = 1 jaj

(t);

Z

g(t)[f (t)]dt = g(t

df dt (^) t=t 0

where f (t^0 ) = 0

(r r^0 ) (3-D delta function) = (x x^0 )(y y^0 )(z z^0 ) (Cartesian)

=

(r r^0 ) rr^0

( ^0 )

sin  (^ ^ 

(^0) ) (spherical)

= (r^ ^ r

rr^0 (cos^ ^ ^ cos^ 

(^0) )(  (^0) ) (spherical)

= (^ ^ 

( ^0 )(z z^0 ) (cylindrical)

3. Curvilinear Coordinates

Let ui(x; y; z) (i = 1; 2 ; 3) be a system of curvilinear coordinates. The metric coe¢ cients are

hi =

s @x @ui

@y @ui

@z @ui

and the length segments in each direction are hiduiei (ei unit vector). Area elements dSi = hj hkduj dukej  ek Volume element dV = h 1 h 2 h 3 du 1 du 2 du 3 Gradient rf =

X^3

i=

hi

@f @ui Divergence

r  A = 1 h 1 h 2 h 3

@u 1

(h 2 h 3 A 1 ) + @ @u 2

(h 3 h 1 A 2 ) + @ @u 3

(h 1 h 2 A 3 )

Curl

r  A =

e 1 h 2 h 3

e 2 h 3 h 1

e 3 h 1 h 2 @ @u 1

@u 2

@u 3

h 1 A 1 h 2 A 2 h 3 A 3 Scalar Laplacian

r^2 f = r  rf = (^) h^1 1 h 2 h 3

@u 1

h 2 h 3 h 1

@f @u 1

  • (^) @u@ 2

h 3 h 1 h 2

@f @u 2

  • (^) @u@ 3

h 1 h 2 h 3

@f @u 3

Vector Laplacian

r^2 A  r(r  A) r  (r  A)

=

r^2 Ar

r^2 Ar^ ^

r^2

@A

@ ^

2 cot  r^2 A^ ^

r^2 sin 

@A

er

r^2 A 1 r^2 sin^2 

A +^2

r^2

@Ar @

2 cos^  r^2 sin^2 

@A

e

r^2 A 1 r^2 sin^2 

A + 2

r^2 sin 

@Ar @

  • 2 cos^  r^2 sin^2 

@A

e

Note that in non-cartesian coordinates,

(r^2 A)i 6 = r^2 Ai

Cylindrical Coordinates (; ; z)

Transformation

x =  cos  y =  sin  z = z

Metric coe¢ cients h = 1; h = ; hz = 1 Derivatives of the unit vectors @e @

= e; @e @

= e

Gradient rf = @f @

e +^1 

@f @

e + @f @z

ez

Divergence r  A =^1 

(A) +^1

@A

  • @Az @z Curl

r  A =

e  e

ez 

@ @

@z

A A Az Scalar Laplacian r^2 f = @

(^2) f @^2

+^1

@f @

+^1

^2

@^2 f @^2

(^2) f @z^2

Vector Laplacian

r^2 A  r(r  A) r  (r  A)

=

r^2 A

^2

@A

@ ^

^2 A

e

r^2 A +^2 ^2

@A

^2

A

e + r^2 Az ez

4. Special Functions

Bessel Functions Zm(x) = Jm(x); Nm(x) [or Ym(x) in some books]

J 0 (x); J 1 (x)

0 5 10 15 20

1

0

-0.25 x

y

x

y

J 0 (x) (solid line) and J 1 (x) (dashed line).

Y 0 (x); Y 1 (x)

5 10 15 20

1

0

-0.

x

y

x

y

Y 0 (x) (solid line) and Y 1 (x) (dashed line). Di§erential equation (^)  d^2 d^2 +

d d +^ k

(^2) m^2 ^2

Zm(k) = 0

Wronskian Jm(x)N (^) m^0 (x) J m^0 (x)Nm(x) =

x

d dx [x

mZm(x)] = xmZm 1 (x)

Integral representations (There are many. A few are listed.)

Jm(x) =

Z 2 

0

cos(m x sin )d; J 0 (x) =

Z 1

0

p^ cos(xt) 1 t^2

dt

N 0 (x) =

Z 1

1

cos(xt) p 1 t^2

dt

Nm(x) =

2 m+1xm p ( 12 m)

Z 1

1

cos xt (t^2 1)m+(1=2)^

dt

Integrals (^) Z (^1)

0

Jm(ax)dx =

a ;

Z 1

0

Nm(ax)dx =

a tan

 (^) m 2

Z 1

0

J 0 (ax)J 0 (bx)dx = (^) b^2 K(a=b); K : complete elliptic integral of the Örst kind

Z (^1)

0

J 0 (ax)J 1 (bx)dx =

1 =b; b > a > 0 1 = 2 b; a = b > 0 0 ; a > b > 0

(step function)

Z (^1)

0

xJ 1 (ax)J 1 (bx)dx =

(a b) a ;^ (derivative of the above with respect to^ a) In fact for any integer m; Z (^1)

0

xJm(ax)Jm(bx)dx = (a^ ^ b) a Z (^1)

0

J+x(ax)Jx(ax)dx = J+ (2a);  +  > 1 Z (^1)

0

x^1 J (ax)dx =

2 ^1

2

a

 (^) ; : gamma function Z (^1)

0

J (ax)J (bx) x^2 y^2 dx^ =^

i 2 J^ (by)H

(1)  (ay) Z (^1)

0

eaxJ 0 (bx)dx = p^1 a^2 + b^2 Z (^1)

0

eaxJ (bx)dx = (

p a^2 + b^2 a) b^

p a^2 + b^2 Z (^1)

0

eaxJ (bx)J (cx)dx =

p bc

Q 12

a^2 + b^2 + c^2 2 bc

; Q : Legendre function of the 2nd kind Z (^1)

0

ea^2 x^2 J 2  (px)dx =

p 2 a exp

b^2 8 a^2

I

b^2 8 a^2

Z 1

0

ea^2 x^2 x^2 J 0 (bx)dx = (^21) a 2 exp

b

2 4 a^2

Z 1

0

ea^2 x^2 J (px)J (qx)dx = (^21) a 2 exp

p

(^2) + q 2 4 a^2

I

 (^) pq 2 a^2

Z 1

0

sin(ax)J (bx)dx =

pb (^2) a 2 sin  sin^1 (a=b)^ ; b > a p^ b a^2 b^2 (a+pa^2 b^2 )^ cos^

2

; a < b

Z (^1)

0

sin(ax)J 0 (bx)dx =

0 ; b > a p^1 a^2 b^2

; a > b

Sum J 0 (x) + 2

X^1

n=

J 2 n(x) = 1

X^1

n=

J n^2 (x) = 1

X^1

n=

n^2 J n^2 (x) = x

2 4

J 0 (x) + 2

X^1

n=

(1)nJ 2 n(x) = cos x

X^1

n=

(1)nJ 2 n+1(x) =

2 sin^ x X^1

n=

(2n + 1)J 2 n+1(x) = x 2 X^1

n=

n^2

J 2 n(2nx) = x

2 2 X^1

n=

J 2 n(2nx) =

x^2 2(1 x^2 ) X^1

n=

n^2 J 2 n(2nx) = x

(^2) (1 + x (^2) ) 2(1 x^2 )^4 X^1

n=

n^2

Z (^) x

0

J 2 n(2nt)dt = x

3 6(1 x^2 )^3

Spherical Bessel Functions zl(x) = jl(x); nl(x)

Spherical Bessel functions are elementary functions. Some low order forms are:

j 0 (x) = sin^ x x

; j 1 (x) = sin^ x^ ^ x^ cos^ x x^2

; j 2 (x) = (3^ ^ x

(^2) ) sin x 3 x cos x x^3

n 0 (x) = cosx^ x; n 1 (x) = cos^ x^ +x^2 x sin^ x; n 2 (x) = (3^ ^ x

(^2) ) cos x + 3x sin x x^3 DeÖnition jl(x) 

r  2 x

Jl+ 12 (x); nl(x) 

r  2 x

Nl+ 12 (x)

0 0.5 1 1.5 2 2.5 3

10

5

0 x

y

x

y

K 0 (x) (solid line) and K 1 (x) (dashed line).

DeÖnition

Im(x) = eim=^2 Jm(ix)

=

 (^) x 2

m X^1

0

(x=2)^2 n n!(m + n)!

Km(x) = (1)m+1Im(x)

  • ln

x 2

(1)m 2

X^1

k 0

(x=2)m+2k k!(m + k)!

" (^) k X

n=

n +

kX+m

n=

n

mX 1

r=

(1)r^

(m r 1)! r!

 (^) x 2

 2 rm

Di§erential equation  d^2 d^2 +

d d +^ k

(^2) + m^2 ^2

Im(k) Km(k)

Wronskian I m^0 (x)Km(x) Im(x)K m^0 (x) =^1 x Series representation of Im(x)

Im(x) =

 (^) x 2

m X^1

n=

m!(m + n)!

 (^) x 2

 2 n

For x  1 I 0 (x) ' 1 +^1 4

x^2 +   

I 1 (x) ' x 2

+^1

x^3 +   

Recurrence formulae

Im 1 (x) Im+1(x) =^2 m x

Im(x); Im 1 (x) Im+1(x) = 2I^0 m(x)

Km 1 (x) Km+1(x) =

2 m x Km(x);^ Km^1 (x) +^ Km+1(x) =^ ^2 K

0 m(x)

I 00 (x) = I 1 (x); K 00 (x) = K 1 (x) Integral representation

K 0 (x) =

Z 1

0

tJ 0 (xt) t^2 + 1 dt^ =

Z 1

0

p^ cos^ xt t^2 + 1

dt

K 1 (x) = K^00 (x) =

Z 1

0

t^2 J 1 (xt) 1 + t^2 dt

K 1 = 3

2 x^3 =^2 33 =^2

p^3 x

Z 1

0

cos(t^3 + xt)dt; (Airyís integral)

Legendre Functions P lm (x); Qml (x)

Di§erential equation  (1 x^2 )

d^2 dx^2 ^2 x

d dx +^ l(l^ + 1)^ ^

m^2 1 x^2

P (^) lm (x) Qml (x)

Pl(x) = (^21) ll!^ d

l dxl^ (x

(^2) 1)l (^) (Rodriguesíformula)

Ql(x) =^1 2

Pl(x) ln 1 +^ x 1 x

Wl 1 (x); x real and jxj  1

Ql(z) =^1 2

Pl(z) ln z^ + 1 z 1

Wl 1 (z) for general complex z

W 1 (x) = 0; W 0 (x) = 1; W 1 (x) =^3 2

x; W 2 (x) =^5 2

x^2 2 3

Special values (m = 0) Pl(1) = 1; Pl(1) = (1)l

Pl(0) = 0 for odd l; Pl(0) = (1)l=^2 (l^ ^ 1)!! l!!

for even l

P (^) l^0 (1) = l(l^ + 1) 2

; P (^) l^0 (0) = (l + 1)Pl+1(0)

DeÖnition of P (^) lm (x); Qml (x) in terms of Pl(x); Ql(x) (x real, jxj  1)

P (^) lm (x) =

1 x^2

m= 2 dm dxm^ Pl(x);^ Q

m l (x) =^

1 x^2

m= 2 dm dxm^ Ql(x) For general complex argument z

P (^) lm (z) =

z^2 1

m= 2 dm dzm^

Pl(z); Qml (z) =

z^2 1

m= 2 dm dzm^

Ql(z)

Orthogonality of P (^) lm (x) Z (^1)

1

P (^) lm (x)P (^) lm 0 (x) 1 x^2 dx^ =

m

(l + m)! (l m)! mm

0

Z (^1)

1

P (^) lm (x)P (^) lm 0 (x)dx =

2 l + 1

(l + m)! (l m)! ll

0

Negative m : Yl;m(; ) = (1)mY (^) lm(; ) for l  m  0 General form

Ylm(; ) = (1)

m+jmj 2

s 2 l + 1 4 

(l jmj)! (l + jmj)! P^

jmj l (cos^ )e

im; for l  m  l

Y 00 (; ) =

p 4 

Y 10 (; ) =

r 3 4  cos^ 

Y 1 ; 1 (; ) = 

r 3 8  sin^ e

i

Y 20 (; ) =

r 5 4 

(3 cos^2  1)

Y 2 ; 1 (; ) = 

r 15 8  sin^ ^ cos^ e

i

Y 2 ; 2 (; ) = 1

r 15 2 

sin^2 ei^2 

Orthogonality of Ylm(; ) I Ylm(; )Y (^) l (^0) m 0 (; )d = ll^0 mm^0 ; d = sin dd

Toroidal functions Pl 12 (cosh ); Ql 12 (cosh ) satisfy  d^2 d^2

  • coth  d d

l^2 +^1 4

m^2 cosech^2 

F () = 0

Integral representations

P (^) lm 12 (cosh ) =

(1)m(2l 1)!!  2 m+1(2l 2 m 1)!!

Z 

0

cos m (cosh  + cos  sinh )l+^

12 d

Qml 1 2

(cosh ) = (1)

m(2l 1)!! 2 m+1(2l 2 m 1)!!

Z 1

0

cosh mt (cosh  + cosh t sinh )l+^12

dt

Gamma Function

DeÖnition (z) =

Z 1

0

ettz^1 dt

Properties

(z + 1) = z (z) ; (z) (1 z) =

sin (z) ;^ ^

z + (^12)

2 ^ z

cos (z) If z is a positive integer, z = n; (n + 1) = n!

Special values (1) = 1;

2

p ;

n + (^12)

= (2n^ ^ 1)!! 2 n

p 

(x)

-5 -2.5 0 2.5 5

5

0

-2.

x

y

x

y

Gamma function (x) :

Elliptic Integrals K (k^2 ) and E (k^2 )

Complete Elliptic Integrals of the First Kind K(k^2 ) and Second Kind E

k^2

DeÖnitions

K

k^2

Z = 2

0

p^1 1 k^2 sin^2 

d; E

k^2

Z = 2

0

p 1 k^2 sin^2 d; 0  k^2  1

Special values

K(0) = E (0) =  2

; lim "! 0 K (1 ") = ln

p^4 "

; E (1) = 1

K (x) =

Z = 2

0

p^1 1 x sin^2 

d

E (x) =

Z = 2

0

p 1 x sin^2 d

cosh x = 1 +^1 2!

x^2 +^1 4!

x^4 +

sinh x = x +

3! x

3 +^1

5! x

tanh x = x 13 x^3 + 152 x^5 31517 x^7 +   

ln(1 + x) = x 1 2

x^2 +^1 3

x^3   ; jxj < 1

InÖnite Products

Y^1

n=

1 + x

2 n^2

= sinh^ x x

Y^1

n=

1 x

2 n^2

= sin^ x x Y^1

n=

1 + x

2 (2n 1)^2

= cosh x 2 Y^1

n=

x^2 (2n 1)^2

= cos

x 2 Y^1

n=

1 + x

2 (a 2 n)^2

= cosh^ x^ ^ cos^ a 1 cos a Y^1

n=

x^2 (a 2 n)^2

cos x cos a 1 cos a