1
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Variational Method
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1.1 Stationary problem of a function
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Let
F (x1; x2; : : : ; xn) be a function of
independent variables x1; x2; : : : ; xn. The problem is to
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Find
the values of x1;
x2; : : : ; xn
for which the function F (x1;
x2; : : : ; xn)
becomes minimum
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(stationary).
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Consider the small variation of F
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at
x1; x2; : : : ; xn as folows:
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±F =
F (x1 + ±x1; x2 + ±x2; : : : ; xn + ±xn) ¡ F (x1; x2; : : : ; xn)
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@F
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@F
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@F
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¼
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@x1
±x1
+ @x2
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±x2 + : : : + @xn ±xn = 0
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(1)
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@F
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= 0;
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@F
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= 0; : : : ; @F
= 0:
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(2)
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@x1
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@x2
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@xn
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1.2
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Functional
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A functional is a function of functions such as F
(x; u1; u2),
where u1 and u2 are
functions of the variable x. As shown in the sequel, the integral form
of a functional defined as
∫ b
J[u] = F (x; u; u0 )dx (3)
a
appears in many problems, where u0 = du=dx.
The function u is determined so that the functional J[u]
shows a minimum value.
Example 1 Fermat’s principle:
Find the ray path of the light in an inhomogeneous two
dimensional medium with the speed Á(x; u).
This problem is equivalent to determining the function u
= u(x) so as to minimize the travelling time T of the
light defined by
p
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2
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2
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x1
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p
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2
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T = ∫
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Á(x;ds
u) =
∫
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dx + du
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= ∫x0
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Á1(x;+
uu)0 dx
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(4)
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Á(x; u)
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Example 2 String sustained at two points:
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Determine
the shape of the uniform string with the length ` sustained at two
points
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u(x0) = u0 and u(x1) = u1 in gravity field.
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The
problem is to find the function u = u(x) that minimize
the potential energy
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x1
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p
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E
= ½g ∫ uds = ½g ∫xx01
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u√1
+ u02dx
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(5)
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2
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Example
subjected3Shortesttoroute`=
∫onx0
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the1
+surface:u0dx.
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Determine the
shortest curve between two points on the surface defined by x = x(u;
v), y = y(u; v),
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z = z(u; v)
in a three dimensional space.
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Let L be the
length between two points u = u0 and u = u1 on the curve v = v(u)
on the surface
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x = x(u; v),
y = y(u; v), z = z(u; v) defined by
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L
= ∫ ds =
∫ √dx2
+ dy2
+ dz2 =
∫uu0
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1 √e
+ 2fv0 +
gv02du
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(6)
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where we use dx = (@x=@u)du + (@x=@v)(dv=du)du
= (xu + xvv0 )du,
dx2 = x2u + x2vv02 and
so on. In eq.(6), e; f , and g are defined by
e = x2u + yu2 + zu2; f = xuxv + yuyv + zuzv; g = x2v + yv2 + zv2:
Then
the problem is formulated to find the function v = v(u) so
that the length L minimum value.
1
+ 2xuxvv0
(7) shows the
Example 4 Fastest route for mass sliding
Assume that the mass falls down from the point A (x0; 0) to
the point B (x1; u1)
along the frictionless slope with zero initial velocity in the two dimensional
plane in the gravity
field.
Determine the route on the slope where the mass slides fastest. p
Since the velocity v at the position u is
given by v = 2gu, the problem is to find the function u
that minimize the time T defined by
x1
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p
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2
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T = ∫x0
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1
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+ u0
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dx
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(8)
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p
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2gu
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As you see, this problem is
similar to the example 1.
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