3 citations · 5 across the 4 of their papers we have counts for
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Stabilized Barzilai-Borwein method
Oleg Burdakov, Yu-Hong Dai, Na Huang
The Barzilai-Borwein (BB) method is a popular and efficient tool for solving large-scale unconstrained optimization problems. Its search direction is the same as for the steepest d…
Multipoint secant and interpolation methods with nonmonotone line search for solving systems of nonlinear equations
Oleg Burdakov, Ahmad Kamandi
Multipoint secant and interpolation methods are effective tools for solving systems of nonlinear equations. They use quasi-Newton updates for approximating the Jacobian matrix. Owi…
A Dense Initialization for Limited-Memory Quasi-Newton Methods
Johannes Brust, Oleg Burdakov, Jennifer B. Erway +1
We consider a family of dense initializations for limited-memory quasi-Newton methods. The proposed initialization exploits an eigendecomposition-based separation of the full space…
Algorithm XXX: SC-SR1: Matlab software for solving shape-changing L-SR1 trust-region subproblems
Johannes Brust, Oleg Burdakov, Jennifer B. Erway +2
We present a MATLAB implementation of the symmetric rank-one (SC-SR1) method that solves trust-region. subproblems when a limited-memory symmetric rank-one (L-SR1) matrix is used i…