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math.OC2018
A fast algorithm for globally solving Tikhonov regularized total least squares problem
Yong Xia, Longfei Wang, Meijia Yang
The total least squares problem with the general Tikhonov regularization can be reformulated as a one-dimensional parametric minimization problem (PM), where each parameterized fun…
math.OC2017
An efficient global optimization algorithm for maximizing the sum of two generalized Rayleigh quotients
Xiaohui Wang, Longfei Wang, Yong Xia
Maximizing the sum of two generalized Rayleigh quotients (SRQ) can be reformulated as a one-dimensional optimization problem, where the function value evaluations are reduced to so…