Method for Validating Graph Models Based on the Effective Control Algorithm-Reference-Cited by-同舟云学术

Method for Validating Graph Models Based on the Effective Control Algorithm

Published:2020 Issue:3 Volume:6 Page:58-65
ISSN:1813-324X
Container-title:Proceedings of Telecommunication Universities
language:
Short-container-title:PTU

Author:

Vasiliev V.^ORCID,Tselykh A.^ORCID,Tselykh L.^ORCID

Abstract

The article proposes a method for validating mathematical models represented by oriented weighted signed graphs using an efficient control algorithm. The method considers the validated model in terms of spectral properties of the graph adjacency matrix represented by a fuzzy cognitive map (FCM). Using an efficient control algorithm, you can determine the eigenvector direction of the adjacency matrix. This property defines the criteria for checking the FCM.

Publisher

Bonch-Bruevich State University of Telecommunications

Reference15 articles.

1. Kosko B. Fuzzy cognitive maps. International Journal of Man-Machine Studies. 1986;24(1):65–75. DOI:10.1016/S0020-7373(86)80040-2

2. Salmeron J.L., Mansouri T., Moghadam M.R.S., Mardani A. Learning Fuzzy Cognitive Maps with modified asexual reproduction optimisation algorithm. Knowledge-Based Systems. 2019;163:723–735. DOI:10.1016/j.knosys.2018.09.034

3. Konar A., Chakraborty U.K. Reasoning and unsupervised learning in a fuzzy cognitive map. Information Sciences. 2005;170(2-4):419–441. DOI:10.1016/j.ins.2004.03.012

4. Hebb D.O. The Organization of Behavior: A Neuropsychological Theory. London: Psychology Press; 2005. 335 p.

5. Kumbasar T., Eksin İ., Güzelkaya M., Yeşil E. Big Bang Big Crunch Optimization Method Based Fuzzy Model Inversion. Proceedings of the 7th Mexican International Conference on Artificial Intelligence on Advances in Artificial Intelligence, MICAI 2008, 27‒31 October 2008, Atizapán de Zaragoza, Mexico. Lecture Notes in Computer Science. Berlin, Heidelberg: Springer; 2008. vol.5317. p.732–740. DOI:10.1007/978-3-540-88636-5_69

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