DocumentCode
3110096
Title
Formalization of multi-resolution modeling based on dynamic structure DEVS
Author
Li, Yuan ; Li, Bo Hu ; Hu, Xiaofeng ; Chai, Xudong
Author_Institution
Sch. of Autom. Sci. & Electr. Eng., BeiHang Univ., Beijing, China
fYear
2011
fDate
26-28 March 2011
Firstpage
855
Lastpage
864
Abstract
So far there exists no general, common specification for multi-resolution modeling (MRM) to represent models consistent with each other. To address this problem, a new formalism, multi-resolution DEVS (MR-DEVS) is put forward. The definition of multi-resolution entity (MRE), which is the basic object MRM deals with and base for MR-DEVS, is given. Then, MR-DEVS, combining and extending multiple popular existing dynamic structure DEVS formalisms, is elaborated in detail. MR-DEVS is capable of capturing all key characteristics of MRM essentially, including adapting to resolutions changing automatically by reflection, describing consistency mappings and modeling causation by consistency mapping functions and modeling emergence by functions of coupling among sub-entities constituting the same MRE. Any other existing formalism can´t do these all.
Keywords
discrete event systems; modelling; consistency mappings; dynamic structure DEVS; dynamic structure DEVS formalisms; modeling causation; multiresolution entity; multiresolution modeling formalization; Artificial neural networks; Integrated circuits;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Science and Technology (ICIST), 2011 International Conference on
Conference_Location
Nanjing
Print_ISBN
978-1-4244-9440-8
Type
conf
DOI
10.1109/ICIST.2011.5765113
Filename
5765113
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