The Barycenter Method for Direct Optimization

Autor: Pait, Felipe M
Rok vydání: 2018
Předmět:
Druh dokumentu: Working Paper
Popis: A randomized version of the recently developed barycenter method for derivative-free optimization has desirable properties of a gradient search. We develop a complex version to avoid evaluations at high-gradient points. The method, applicable to non-smooth functions, is parallelizable in a natural way and shown to be robust under noisy measurements.
Comment: 14 pages; to be submitted
Databáze: arXiv