Computation of Time-Varying {2,3}- and {2,4}-Inverses through Zeroing Neural Networks

Author:

Li Xingyuan,Lin Chia-Liang,Simos Theodore E.,Mourtas Spyridon D.ORCID,Katsikis Vasilios N.ORCID

Abstract

This paper investigates the problem of computing the time-varying {2,3}- and {2,4}-inverses through the zeroing neural network (ZNN) method, which is presently regarded as a state-of-the-art method for computing the time-varying matrix Moore–Penrose inverse. As a result, two new ZNN models, dubbed ZNN23I and ZNN24I, for the computation of the time-varying {2,3}- and {2,4}-inverses, respectively, are introduced, and the effectiveness of these models is evaluated. Numerical experiments investigate and confirm the efficiency of the proposed ZNN models for computing the time-varying {2,3}- and {2,4}-inverses.

Funder

Zhejiang Provincial Philosophy and Social Sciences Planning Project

Humanities and Social Sciences Research Project of the Ministry of Education

Publisher

MDPI AG

Subject

General Mathematics,Engineering (miscellaneous),Computer Science (miscellaneous)

Reference36 articles.

1. Nenchev, D.N., Konno, A., and Tsujita, T. (2019). Humanoid Robots, Butterworth-Heinemann.

2. Canuto, E., Novara, C., Massotti, L., Carlucci, D., and Montenegro, C.P. (2018). Spacecraft Dynamics and Control, Aerospace Engineering, Butterworth-Heinemann.

3. Zhang, H.Y. (2007). Fault Detection, Supervision and Safety of Technical Processes 2006, Elsevier Science Ltd.

4. Modified Newton integration neural algorithm for dynamic complex-valued matrix pseudoinversion applied to mobile object localization;Huang;IEEE Trans. Ind. Inform.,2020

5. Improved algebraic solution for source localization from TDOA and FDOA measurements;Noroozi;IEEE Wirel. Commun. Lett.,2018

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