×

zbMATH — the first resource for mathematics

Quasi-Newton algorithms with updates from the preconvex part of Broyden’s family. (English) Zbl 0661.65061
The authors study the so-called preconvex part of Broyden’s family, corresponding to values \(\phi \in (\phi^*,O]\) (where \(\phi^*\) is the degenerate value, \(\phi =O\) corresponds to BFGS and \(\phi =1\) to DFP update). By refining Powell’s arguments, they extend his global convergence theorem to the preconvex class and formulate a varying- parameter algorithm which at each iteration takes \(\phi_ k\) so as to obtain the steepest descent direction from a given set of quasi-Newton directions. Extensive computer experiments show that the algorithm, in the authors’ own words, “outperforms BFGS by a considerable margin on the selected test problems for the given line-search algorithm”.
Reviewer: J.Rohn

MSC:
65K05 Numerical mathematical programming methods
90C30 Nonlinear programming
PDF BibTeX XML Cite
Full Text: DOI