ALaRT '05 - International Workshop on Automatic Learning and Real-Time
Sprache des Tagungstitel:
Englisch
Original Kurzfassung:
Genetic Programming, a heuristic optimization technique based on the theory of Genetic Algorithms, is a method successfully used to identify nonlinear model structures by analyzing a system’s measured signals. Mostly, it is used as an offline tool which means that structural analysis is done after collecting all available identification data. In this paper, we propose an enhanced on-line GP approach that is able to adapt its behaviour to new observations while the GP process is executed. Furthermore, an approach using GP for on-line fault diagnosis is described, and finally test results using measurement data of NOx emissions of a BMW diesel engine are discussed.
Sprache der Kurzfassung:
Englisch
Vortragstyp:
Vortrag auf einer Tagung (referiert)
Vortragsdatum:
07.09.2005
Vortragsort:
Deutschland
Details zum Vortragsort:
ALaRT '05 - International Workshop on Automatic Learning and Real-Time Siegen