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A simple, transparent illustration of the traditional interpretation of the
equation set Qi = Cij Vj and its inverse (the Einstein summation convention
is implied):
Consider the isolated system of two concentric, thin conducting spherical
shells.
The smaller sphere has radius a, charge Q1 and potential V1
relative to infinity.
The larger sphere has radius b, charge Q2 and
potential V2 relative to infinity.
Since we know the fields and potentials of a uniform, spherical shell of
charge, we can quickly write, using k = 1/(4*PI*epsilon):
V1 = k ( Q1/a + Q2/b )
V2 = k ( Q1/b + Q2/b ) [(equations 2)]
These are easily inverted to:
Q1 = {ab/(k(b-a))} * {V1 - V2}
Q2 = {b/(k(b-a))} * {-aV1 + bV2) [(equations 5)]
Note that neither coefficient matrix is singular. (multiply the two matrices
and you will get the identity matrix.)
Note that the total charge Q1 + Q2 = (b/k)V2 is not fixed, since V2 is a
freely adjustable variable. This allows us to consider all possible charge
states of the system. Q1 and Q2 are freely adjustable, without constraint,
and will determine the V's. Or, the V's are adjustable and will determine
the Q's.