@misc{Kiwiel_Krzysztof_An_2009, author={Kiwiel, Krzysztof}, copyright={Creative Commons Attribution BY 4.0 license}, address={Warszawa}, journal={Raport Badawczy = Research Report}, howpublished={online}, year={2009}, publisher={Instytut Badań Systemowych. Polska Akademia Nauk}, publisher={Systems Research Institute. Polish Academy of Sciences}, language={eng}, abstract={The article deals with generalization of the non-derivative discrete gradient method of Bagirov et al. for minimizing a locally Lipschitz function f on Rn . The existing convergence result for this method has been strengthened by showing that it either drives the f -values to -∞ or each of its cluster points is Clarke stationary for f, without requir­ing compactness of the level sets of f. This generalization is an approximate bundle method, which also subsumes the secant method of Bagirov et al.}, title={An improved convergence result for the discrete gradient and secant methods for nonsmooth optimization.}, type={Text}, URL={http://www.rcin.org.pl/Content/144827/PDF/RB-2009-38.pdf}, keywords={Nonsmooth optimization, Bundle methods, Optymalizacja niegładka, Optymalizacja bez pochodnych, Gradient dyskretny, Derivative-free optimization, Discrete gradient}, }