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Computational Guarantees for Restarted PDHG for LP based on "Limiting Error Ratios" and LP Sharpness

Xiong, Zikai et al.
arXiv (All) · Papers
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optimization-and-control
In recent years, there has been growing interest in solving linear optimization problems - or more simply "LP" - using first-order methods in order to avoid the costly matrix factorizations of traditional methods for huge-scale LP instances. The restarted primal-dual hybrid gradient method (PDHG) -
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