Title
Nonsmooth Speed-Gradient Algorithms
Abstract
The first step toward development a "nonsmooth" version of Speed-Gradient (SG) method is made. As a basis for formal approach the Hadamard subdifferential and set-valued analysis are chosen. Nonsmooth versions of SG-algorithm in differential and finite form are formulated. Conditions for the control goal achievement are proposed. The results are illustrated by an example of asymptotic minimization of the max-norm for a second order linear system.
Year
Venue
Keywords
2015
2015 EUROPEAN CONTROL CONFERENCE (ECC)
minimization,symmetric matrices,algorithm design and analysis,linear systems,control systems
Field
DocType
Citations 
Applied mathematics,Mathematical optimization,Algorithm design,Linear system,Subderivative,Symmetric matrix,Minification,Control system,Hadamard transform,Mathematics
Conference
0
PageRank 
References 
Authors
0.34
0
2
Name
Order
Citations
PageRank
m v dolgopolik152.19
Alexander L. Fradkov245078.94