Nonlinear Equations - UFRJ
Nonlinear Equations - UFRJ
Nonlinear Equations - UFRJ
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[SEC. 10.2: PROOF OF THEOREM 10.5 147<br />
By (10.9) and taking µ ≥ √ 2, D ≥ 2, β(F ti+1 , X i ) ≤ (1 − ɛ 1 )α/2.<br />
Therefore,<br />
d proj (N(F ti+1 , X i ), z ti+1 ) ≤ 2 1 − ɛ 1 1 − α<br />
1<br />
D 3/2 µ ψ(α) α2 r 1 (α)<br />
1 − (1 − ɛ 1 )α/2<br />
using (10.13).<br />
Putting all together,<br />
L(f t , z t ; t i , t i+1 ) ≥<br />
2<br />
D 3/2√ n ×<br />
×<br />
(ɛ 2−a 0) √ 1−ɛ 2 1<br />
(1+ɛ 1)<br />
− a 0 r 0 (a 0 ) − (1 − ɛ 1 )<br />
1−α<br />
ψ(α)(1−(1−ɛ 1)α/2) α2 r 1 (α)<br />
1 + ɛ 1 + π(1 − ɛ 1 )αr 0 (α)/ √ D<br />
The final bound was obtained numerically, assuming D ≥ 2. We<br />
check computationally that<br />
2<br />
(ɛ 2−a 0) √ 1−ɛ 2 1<br />
(1+ɛ 1)<br />
− a 0 r 0 (a 0 ) − (1 − ɛ 1 )<br />
1−α<br />
ψ(α)(1−(1−ɛ 1)α/2) α2 r 1 (α)<br />
1 + ɛ 1 + π(1 − ɛ 1 )αr 0 (α)/ √ 2<br />
≥ C −1<br />
(10.18)<br />
Proof of Theorem 10.5. Suppose the algorithm terminates. We claim<br />
that for each t i , X i is a (β, µ, a 0 )-certified approximate zero of F ti ,<br />
and that its associated zero is z ti . This is true by hypothesis when<br />
i = 0. Therefore, assume this is true up to a certain i.<br />
Recall that β(F, X) scales as ‖X‖. In particular,<br />
β(F ti+1 , X i+1 ) = β(F t i+1<br />
, N(F ti+1 , X i ))<br />
‖N(F ti+1 , X i )‖<br />
By (10.9) again, β(F ti+1 , X i ) ≤ (1 − ɛ 1 )α/2.<br />
We apply (10.14) to obtain that<br />
D 3/2<br />
2 β(F s, X i+1 )µ(f s , [N(F s , X i )]) ≤ a 0 .<br />
≤ β(F t i+1<br />
, N(F ti+1 , X i ))<br />
.<br />
1 − β(F ti+1 , X i )<br />
From (10.11), X i is an approximate zero of the second kind for<br />
F s , s ∈ [t i , t i+1 ]. Since both α(F s , X i ) and β(F s , X i ) are bounded