Performance and Robustness of Self-Tuning and Adaptive Algorithms for Identification, Filtering and Control.

Abstract

We present the main results obtained by us on the topics of: (1) design of adaptive systems; (2) analysis of identification, adaptive filtering and adaptive control algorithms; (3) design and analysis of robustness modifications for adaptive algorithms; (4) development of simulation software; (5) analysis of simulated annealing; (6) design and analysis of learning algorithms; and design and analysis of queueing networks and scheduling policies.

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Document Details

Document Type
Technical Report
Publication Date
Jan 18, 1995
Accession Number
ADA301729

Entities

People

  • P. R. Kumar

Organizations

  • University of Illinois Urbana–Champaign

Tags

Communities of Interest

  • Human Systems

DTIC Thesaurus Topics

  • Adaptive Systems
  • Algorithms
  • Annealing
  • Automatic
  • Classification
  • Control Systems
  • Engineering
  • Filtration
  • Identification
  • Information Science
  • Learning
  • Manufacturing
  • Mathematics
  • Operations Research
  • Probability
  • Scheduling (Production)
  • Simulations

Fields of Study

  • Computer science
  • Engineering

Readers

  • Neural Network Machine Learning.
  • Parallel and Distributed Computing.
  • Robotics and Automation.