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SIAM Journal on Optimization
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A Sequential Quadratic Programming Algorithm Using an Incomplete Solution of the Subproblem

A sequential quadratic programming algorithm using an incomplete solution of the subproblem
Authors: Walter Murray; Francisco J. Prieto;

A Sequential Quadratic Programming Algorithm Using an Incomplete Solution of the Subproblem

Abstract

We analyze sequential quadratic programming (SQP) methods to solve nonlinear constrained optimization problems that are more flexible in their definition than standard SQP methods. The type of flexibility introduced is motivated by the necessity to deviate from the standard approach when solving large problems. Specifically we no longer require a minimizer of the QP subproblem to be determined or particular Lagrange multiplier estimates to be used. Our main focus is on an SQP algorithm that uses a particular augmented Lagrangian merit function. New results are derived for this algorithm under weaker conditions than previously assumed; in particular, it is not assumed that the iterates lie on a compact set This research was supported by National Science Foundation grant DDMo9204208, Department of Energy grant DE-FG03-92ER25117, Office of Naval Research grant N00014-90-J-1242, and the Bank of Spain Publicado

Keywords

algorithm, Sequential quadratic programming, Estadística, Quadratic programming, Quasi-Newton method, nonlinear optimization, Large-scale optimization, sequential quadratic programming methods, Numerical mathematical programming methods, Nonlinear programming, Lagrangian merit function, Nonlinearly constrained minimization

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download
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
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38
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