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Avtorstvo: Iztok PERUŠ // 1.08 Objavljeno predavanje na znanstveni konferenci
Leto: 1994
Citat: CASCIATI, Fabio, PERUŠ, Iztok. Neural networks : an alternative answer to structural engineering needs. V: Artificial intelligence and expert systems training in structures, Athens, January 9-12, 1994 : ECC workshop. [S.l.]: [s.n.], 1994.
Povzetek: Podan je kratek uvod v nevronske mreže. posebna pozornost je posvečena možnim aplikacijam na področju konstrukcijskega inženirstva. Predstavljene so osnovne ideje in algoritmi, komentirani pa so tudi nekateri probabilistični aspekti. Osnovna ideja, ki je na kratko predstavljena, uvaja nevronske mreže na področje aktivne kontrole in ocene kapacitete različnih armiranobetonskih elementov.

A brief introduction to neural networks is given; special attention is paid to effective and potential applications in the field of structural engineering. The basic algorithms and some original ideas, that were implemented in the standard back-propagation procedure, are described and discussed. A quasi-neural-network, or neural network-like system, is also briefly presented. Some probabilistic aspects and their potentialities are eventually investigated. The main applications which are presently in progress deals with some different topics within active structural control and with the assessment of ductility and low-cycle fatigue capacities for reinforced concrete columns and beams. [COBISS.SI-ID 384359]
Tipologija: 1.08 Objavljeno predavanje na znanstveni konferenci
COBISS ID 384359 Polni zapis iz sistema COBISS
Vpisal 2009/06/10 11:56