Back to Search
Start Over
Convergence of sequences: A survey
- Source :
- Annual Reviews in Control. 53:161-186
- Publication Year :
- 2022
-
Abstract
- Convergent sequences of real numbers play a fundamental role in many different problems in system theory, e.g., in Lyapunov stability analysis, as well as in optimization theory and computational game theory. In this survey, we provide an overview of the literature on convergence theorems and their connection with Fejer monotonicity in the deterministic and stochastic settings, and we show how to exploit these results.
- Subjects :
- FOS: Computer and information sciences
FIXED-POINT ITERATIONS
ALGORITHMS
BACKWARD SPLITTING METHOD
MONOTONE INCLUSIONS
VARIANCE REDUCTION
Control and Systems Engineering
Optimization and Control (math.OC)
CONVEX-OPTIMIZATION
STOCHASTIC-APPROXIMATION METHODS
FOS: Mathematics
REGULARIZATION
Computer Science - Multiagent Systems
DYNAMICAL-SYSTEMS
Convergence
GRADIENT METHODS
Mathematics - Optimization and Control
Software
Multiagent Systems (cs.MA)
Subjects
Details
- Language :
- English
- ISSN :
- 13675788
- Volume :
- 53
- Database :
- OpenAIRE
- Journal :
- Annual Reviews in Control
- Accession number :
- edsair.doi.dedup.....339110bf84b0463543d9b96fa52795c7