Title :
Direct search methods for nonsmooth optimization
Author :
D. Popovic;A.R. Teel
Author_Institution :
Dept. of Electr. & Comput. Eng., California Univ., Santa Barbara, CA, USA
fDate :
6/26/1905 12:00:00 AM
Abstract :
We present analytical tools that enable development of globally convergent direct search methods for minimization of nonsmooth locally Lipschitz functions. The theory is illustrated with the design of new algorithms.
Keywords :
"Search methods","Optimization methods","Convergence","Minimization methods","Algorithm design and analysis","Testing","DC generators"
Conference_Titel :
Decision and Control, 2004. CDC. 43rd IEEE Conference on
Print_ISBN :
0-7803-8682-5
DOI :
10.1109/CDC.2004.1428960
