Exact augmented Lagrangian functions for nonlinear semidefinite programming
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DOI: 10.1007/s10589-018-0017-z
Abstract: In this paper, we study augmented Lagrangian functions for nonlinear semidefinite programming (NSDP) problems with exactness properties. The term exact is used in the sense that the penalty parameter can be taken appropriately, so a… read more here.
Keywords: programming; functions nonlinear; semidefinite programming; nonlinear semidefinite ... See more keywords
Characterization of the Convergence Rate of the Augmented Lagrange for the Nonlinear Semidefinite Optimization Problem
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DOI: 10.3390/math13121946
Abstract: The convergence rate of the augmented Lagrangian method (ALM) for solving the nonlinear semidefinite optimization problem is studied. Under the Jacobian uniqueness conditions, when a multiplier vector (π,Y) and the penalty parameter σ are chosen… read more here.
Keywords: nonlinear semidefinite; rate; convergence rate; rate augmented ... See more keywords