- #71
strangerep
Science Advisor
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More or less. I was trying to find a notation that made it more obvious that the ##L'## stuff was in a diffferent space. I need to think about the notation a bit more to come up with something better,Fredrik said:Don't you mean L(λ) and L'(λ') (with x=L(λ) and x'=L'(λ')), [...]
OK, then let's dispose of the easy part, assuming that the partial derivatives do not depend on v, and using an example that's easy to relate to your M,m notation.[...]Note that I do understand that the partial derivatives do not depend on v. I made that explicit by putting them into matrices M and m that are treated as constants.
First off, suppose I give you this equation:
$$
az^2 ~=~ b z f(z) ~,
$$where ##z## is a real variable and ##a,b,## are real constants (i.e., independent of ##z##). Then I ask you to determine the most general form of the function ##f##, (assuming it's analytic).
We express it as a Taylor series: ##f(z) = f_0 + z f_1 + z^2 f_2^2 + \dots## where the ##f_i## coefficients are real constants. Substituting this into the main equation, we get
$$
az^2 ~=~ b z (f_0 + z f_1 + z^2 f_2^2 + \dots)
$$ Then, since ##z## is a variable, we may equate coefficients of like powers of ##z## on both sides. This implies ##f_1 = a/b## but all the other ##f_i## are zero. Hence ##f(z) \propto z## is the most general form of ##f## allowed.
Now extend this example to 2 independent variables ##z_1, z_2## and suppose we are given an equation like
$$
A^{ij} z_i z_j ~=~ b^k z_k f(z_1,z_2) ~,
$$ (in a hopefully-obvious index notation), where ##A,b## are independent of ##z##. Now we're asked to find the most general (analytic) form of ##f##. Since ##z_1, z_2## are independent variables, we may expand ##f## as a 2D Taylor series, substitute it into the above equation, and equate coefficients for like powers of the independent variables. We get an infinite set of equations for the coefficients of ##1, z_1, z_2, z_1^2, z_1 z_2, z_2^2, \dots~## but only the terms from the expansion of ##f## corresponding to ##f^j z_j## can possibly match up with a nonzero coefficient on the LHS.
[Erland: Does that explain it enough? All the ##v^i## are independent variables, because we're trying to find a mapping whose input constraint involves a set of arbitrary lines.]
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