Title :
Accelerated gradient methods-Recent developments
Author_Institution :
Analytical Mechanics Associates, Inc., Jericho, New York
Abstract :
Two variants of the Davidon-Fletcher-Powell methods developed recently are presented in Refs. 1, 2, and 3 and reviewed in the following. The first of these is a projection version tailored to nonlinear constraints, while the second is a version of the algorithm suitable for unconstrained problems (or with constraints handled via penalty function) which makes do with a coarse one-dimensional search without losing conjugacy.
Keywords :
Acceleration; Automatic control; Constraint optimization; Error correction; Gradient methods; Hafnium; Inference algorithms; Minimization methods; Rockets; Symmetric matrices;
Conference_Titel :
Adaptive Processes (9th) Decision and Control, 1970. 1970 IEEE Symposium on
Conference_Location :
Austin, TX, USA
DOI :
10.1109/SAP.1970.270025
