A modeling method for complex system using hybrid method. (2nd January 2017)
- Record Type:
- Journal Article
- Title:
- A modeling method for complex system using hybrid method. (2nd January 2017)
- Main Title:
- A modeling method for complex system using hybrid method
- Authors:
- Xu, Xiaoping
Wang, Feng - Abstract:
- Abstract: The branch of complex system spans over a wide range of areas from physical and technological systems to social and biological systems. As the first step of any complex system analysis, modeling is an important task in scientific studies field. Then both the theory and practice of complex system modeling has been considered in recent years. It is well known that system identification is the theory and methods of establishing mathematical models of complex systems. Consequently, an identification approach for a class of complex nonlinear system is put forward in this paper. The idea of the identification method employs a system model composed with classical models so as to transform the system structure identification problem into a combinatorial optimization problem initially. Then, the artificial fish swarm optimization algorithm is used to synchronously implement the identification on the system's structure and parameters. Finally, in simulation, compared with other algorithm, simulation results show that the proposed scheme is feasible.
- Is Part Of:
- Journal of discrete mathematical sciences & cryptography. Volume 20:Number 1(2017)
- Journal:
- Journal of discrete mathematical sciences & cryptography
- Issue:
- Volume 20:Number 1(2017)
- Issue Display:
- Volume 20, Issue 1 (2017)
- Year:
- 2017
- Volume:
- 20
- Issue:
- 1
- Issue Sort Value:
- 2017-0020-0001-0000
- Page Start:
- 239
- Page End:
- 254
- Publication Date:
- 2017-01-02
- Subjects:
- Complex system -- Modeling -- Identification -- Classical model -- Intelligent algorithm
Computer science -- Mathematics -- Periodicals
Cryptography -- Periodicals
Computer science -- Mathematics
Cryptography
Periodicals
004.0151 - Journal URLs:
- http://www.tandfonline.com/loi/tdmc20 ↗
http://ejournals.ebsco.com/direct.asp?JournalID=714493 ↗
http://www.tarupublications.com/journals/jdmsc/scope-of%20the-journal.htm ↗ - DOI:
- 10.1080/09720529.2016.1178927 ↗
- Languages:
- English
- ISSNs:
- 0972-0529
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD Digital store
- Ingest File:
- 1281.xml