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The Adaptive Cross Validation Method: Design and Control of Dynamical Systems
Responsible organisation
1996 (English)Conference paper, Published paper (Refereed) 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.

Place, publisher, year, edition, pages
Dallas: IEEE , 1996.
Keywords [en]
Optimization, Mathematical models, Telecommunication networks, Systems analysis, Control systems, Computer simulation, Performance, Perturbation techniques, Statistical methods
National Category
Telecommunications
Identifiers
URN: urn:nbn:se:bth-9874Local ID: oai:bth.se:forskinfo7AC5C015BC788BB5C1256C6F0051FBC0ISBN: 0 7803 3250 4 (print)OAI: oai:DiVA.org:bth-9874DiVA, id: diva2:837844
Conference
IEEE International Conference on Communications, ICC'96
Available from: 2012-09-18 Created: 2002-11-12 Last updated: 2015-06-30Bibliographically approved

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CiteExportLink to record
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Citation style
  • apa
  • ieee
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Language
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