Randomized Algorithms for Systems and Control: Theory and Applications

Abstract

The main objection of this NATO lecture series is the introduction of rigorous study of randomized algorithms for uncertain systems and control, with specific UAV applications. A Randomized Algorithm (RA) is an algorithm that makes random choices during its execution to produce a result. This briefing covers 1) Probabilistic Robustness Analysis and Synthesis; 2) Sequential Methods for Convex Problems; 3) Non-Sequential Methods; 4) A Posteriori Analysis; 5) RACT; and 6) Systems and Control Applications.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
May 01, 2008
Accession Number
ADA514075

Entities

People

  • Roberto Tempo

Tags

Communities of Interest

  • Air Platforms
  • Cyber
  • Space

DTIC Thesaurus Topics

  • Accuracy
  • Aircrafts
  • Algorithms
  • Computational Complexity
  • Computational Science
  • Computations
  • Computer Science
  • Control Systems
  • Flight Speeds
  • Infrared Cameras
  • Manufacturing
  • Model Predictive Control
  • Probabilistic Models
  • Probability
  • Reliability
  • Statistical Samples
  • Unmanned Aerial Vehicles

Fields of Study

  • Computer science

Readers

  • Adaptive Control and Estimation with Uncertainty in Dynamic Systems.
  • Systems Analysis and Design