Method of matched asymptotic expansions
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In mathematics, in particular in solving differential equations with perturbation theory, the method of matched asymptotic expansions is an approach to finding an approximate solution to a problem when a naïve perturbation approach fails. To do this one identifies a portion of the domain—a boundary layer—for which the perturbation contributes greatly, scales the domain so that region with a change of variables, solves that "inner" problem to an order of ε, and finally matches that solution with the original "outer" solution.
Consider the equation
- εy'' + (1 + ε)y' + y = 0 where y(0) = 0 and y(1) = 1 and
From perturbation theory we make the assumption that ε is small so we find the solution to the problem
- y0' + y0 = 0 which is y0 = ce − t for some c. Applying the boundary condition that y(1) = 0 we find that c = e and so y0 = (e)e − t = e1 − t. But this does not follow the other boundary condition and does not account for the ε.
We note that at t=0 we have y=0, so there the equation begins to look like εy'' + (1 + ε)y' = 0 or equivalently y'' + (1 + 1 / ε)y' = 0 where the 1 / ε term is clearly large, and so the y'' must be large as well.
Consider the change of variables ξ = t / ε. Then dy / dx = 1 / εdy / dξ and d2y / dx2 = 1 / ε2d2y / dξ2. Plugging into the equation, and canceling the ε terms yields...
[edit] Composite solution
[edit] Matching
So in the end we find
- ycomposite = e(e − t − e − t / ε).