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The Adaptive Cross Validation Method: Design and Control of Dynamical Systems
Ansvarig organisation
1996 (Engelska)Konferensbidrag, Publicerat paper (Refereegranskat) Published
Abstract [en]

A new approach to find optimal settings of model parameters as well as optimal models of dynamical systems is presented. The Adaptive Cross Validation (ACV) method is based on a number of well known ideas which are combined to a general optimization tool. It could be used for both design (off-line) and control (on-line) of widespread applications, which can be both continuous and discrete. The method is specially suited for modular optimization problems. A new mathematical model formalism for describing systems is also introduced. A controlled system application, a circuit-switched network, is used as an example to clarify the method.

Ort, förlag, år, upplaga, sidor
Dallas: IEEE , 1996.
Nyckelord [en]
Optimization, Mathematical models, Telecommunication networks, Systems analysis, Control systems, Computer simulation, Performance, Perturbation techniques, Statistical methods
Nationell ämneskategori
Telekommunikation
Identifikatorer
URN: urn:nbn:se:bth-9874Lokalt ID: oai:bth.se:forskinfo7AC5C015BC788BB5C1256C6F0051FBC0ISBN: 0 7803 3250 4 (tryckt)OAI: oai:DiVA.org:bth-9874DiVA, id: diva2:837844
Konferens
IEEE International Conference on Communications, ICC'96
Tillgänglig från: 2012-09-18 Skapad: 2002-11-12 Senast uppdaterad: 2015-06-30Bibliografiskt granskad

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