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Viewing Correction to 'Lagrange multiplier method, proof of'
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Proof needs regularity condition on g by stevecheng Correction id: 6941 Filed on: 2005-07-28 22:12:58 Status: Rejected on 2006-03-01 06:46:40 Type: Erratum
Correction text:
Hi,
In summary, it is necessary to assume grad g != 0 for your proof to work. You probably want to clarify this.
The problem step is that r' may be zero, in that case we cannot conclude grad f is parallel to grad g[*].
Moreover, even if we could, if it happens that grad g = 0 but grad f != 0, one is forced to write \lambda grad f = grad g instead.
Actually the problem of grad g = 0 and r' = 0 are related --- grad g != 0 is precisely the condition that guarantees that there exists a curve $r(t)$ such that $r' != 0$ at the stationary point in question.
The formal proof requires the implicit function theorem, though I realize that you might be reluctant to introduce these complications in your entry --- that's life, I guess :)
FYI, I discuss some counterexamples involving grad g = 0 in: http://planetmath.org/?op=getobj&from=objects&id=7276 (Sorry if I seem to be picking on your proof --- actually in studying my own proof for the Lagrange multiplier method, I was curious why your proof didn't seem to need the usual regularity condition...)
[*] Meta correction: Actually, you say grad f cross grad g is zero. I think this is confusing, because the cross product is usually used only in three dimensions, whereas your proof is for two dimensions. Though I understand what you are saying, the appropriate operator to use here is det, the determinant. Yet, det(grad f, grad g) = 0 would look very baffling in this context, so I suggest simply saying that "grad f and grad g are linearly dependent", or simply "grad f and grad g are parallel vectors".
Thanks, // Steve | No comment from object owner aplant.
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