The application of heuristic search techniques to system identification is described. The search algorithm is used for the development of ARMAX models of physical systems, and, in addition to heuristics used to search for appropriate polynomial orders, also contains heuristics for sampling rate selection, delay estimation, and model validation. When coded in rulebase form and coupled with an expert-supervised control architecture, a fully automated approach to modeling and control can be achieved. The development of the heuristic system identification algorithm is detailed, and a demonstration of the algorithm in the development of an ARMAX model of a sampled analog system is provided.<>
A heuristic search algorithm for on-line system identification
01.01.1991
464560 byte
Aufsatz (Konferenz)
Elektronische Ressource
Englisch
Ship heuristic search algorithm and system based on multi-target model
Europäisches Patentamt | 2024
|Improved Heuristic Search Algorithm for Multi-Cargo Loading Problem
British Library Conference Proceedings | 2013
|Improved Heuristic Search Algorithm for Multi-Cargo Loading Problem
British Library Conference Proceedings | 2013
|