Paper Info
Title
Analog Implementation Of Optimization Algorithms: A Distributed Optimization View
Abstract
Digital implementations of optimization algorithms for real time applications are often not fast enough for satisfying performance requirements. Analog computing has the potential to address this challenge, being able to provide an answer in milli- to nano-seconds. In this paper we show how we can leverage the distributed optimization framework to generate analog implementations of optimization algorithms for solving unconstrained optimization problems. We present a mapping of a distributed algorithm to the electrical domain, and discuss practical aspects of the physical realization using electronic circuits.
Year
DOI
Venue
2018
10.1109/CDC.2018.8618944
2018 IEEE CONFERENCE ON DECISION AND CONTROL (CDC)
Field
DocType
ISSN
Mathematical optimization,Computer science,Implementation,Distributed algorithm,Optimization algorithm,Electronic circuit,Analog computer,Computer engineering,Optimization problem
Conference
0743-1546
Citations 
PageRank 
References 
0
0.34
0
Authors
3
Name
Order
Citations
PageRank
Ion Matei114913.66
alexander feldman21019.62
Johan De Kleer32839764.82