Performance and Robustness of Self-Tuning and Adaptive Algorithms forIdentification, Filtering and Control

摘要

We present the main results obtained by us on the topics of: (1) design ofadaptive 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.