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Convergence of a Penalty Method for Mathematical Programming with Complementarity Constraints

X. M. Hu and D. Ralph
Additional contact information
X. M. Hu: CSIRO Manufacturing and Infrastructure Technology
D. Ralph: University of Cambridge

Journal of Optimization Theory and Applications, 2004, vol. 123, issue 2, No 8, 365-390

Abstract: Abstract We adapt the convergence analysis of the smoothing (Ref. 1) and regularization (Ref. 2) methods to a penalty framework for mathematical programs with complementarity constraints (MPCC); we show that the penalty framework shares convergence properties similar to those of these methods. Moreover, we give sufficient conditions for a sequence generated by the penalty framework to be attracted to a B-stationary point of the MPCC.

Keywords: Complementarity constraints; penalty methods; B-stationarity; linear independence constraint qualification (search for similar items in EconPapers)
Date: 2004
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Citations: View citations in EconPapers (36)

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DOI: 10.1007/s10957-004-5154-0

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