Font Size: a A A

A Filter Adaptive Cubic Regularisation Method For Unconstrained Optimization

Posted on:2016-05-03Degree:MasterType:Thesis
Country:ChinaCandidate:Y Y ShangFull Text:PDF
GTID:2310330536986947Subject:Applied Mathematics
Abstract/Summary:PDF Full Text Request
We propose a filter adaptive cubic regularization method for uncon-strained optimization.The method is established by combining the idea presented by Nichlas I.M.Gouldn et al[Mathematical Programming,2005,16:341-357]with the algorithm by Cartis et al[Part I:Mathematical Programming,2011,127(2),245-295].Under reasonable assumptions,we can prove its global convergence.Numerical tests show that our algorithm needs less number of iterations than the original algorithm for some test problems.
Keywords/Search Tags:unconstrained optimization, filter technique, adaptive method, global convergence, regularization parameter
PDF Full Text Request
Related items