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Global Line Search Algorithm Hybridized with Quadratic Interpolation and Its Extension to Separable Functions
(ACM, 2015)
We propose a novel hybrid algorithm“Brent-STEP” for uni-
variate global function minimization, based on the global
line search method STEP and accelerated by Brent’s method,
a local optimizer that combines quadratic ...
Dimension Selection in Axis-Parallel Brent-STEP Method for Black-Box Optimization of Separable Continuous Functions
(ACM, 2015)
The recently proposed Brent-STEP algorithm was gener
alized for separable functions by performing axis-parallel
searches, interleaving the steps in individual dimensions in
a round-robin fashion. This article explores ...