ICCOPT 2013 Talk, Room 1.4, Thursday, August 1, 11:00-12:30

 Speaker: Roger Behling, Católica SC, Brazil
 Title: A Levenberg-Marquardt method with approximate projections
 Co-authors: Andreas Fischer, Markus Herrich, Alfredo Iusem, Yinyu Ye

 Abstract:
Scientific Program

The projected Levenberg-Marquardt method for the solution of a system of equations with convex constraints is known to converge locally quadratically to a possibly nonisolated solution if a certain error bound condition holds. This condition turns out to be quite strong since it implies that the solution sets of the constrained and of the unconstrained system are locally the same. Under a pair of more reasonable error bound conditions this paper proves R-linear convergence of a Levenberg-Marquardt method with approximate projections. In this way, computationally expensive projections can be avoided. The new method is also applicable if there are nonsmooth constraints having subgradients. Moreover, the projected Levenberg-Marquardt method is a special case of the new method and shares its R-linear convergence.


 Talk in: Organized Session Thu.B.14 Advances in algorithms
 Cluster: Complementarity and variational inequalities


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 Go to: unframed Scientific Program

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