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A compact MLCP-based projection recurrent neural network model to solve shortest path problem.

Authors :
Eshaghnezhad, Mohammad
Effati, Sohrab
Mansoori, Amin
Source :
Journal of Experimental & Theoretical Artificial Intelligence. Oct2023, Vol. 35 Issue 7, p1101-1119. 19p.
Publication Year :
2023

Abstract

We develop a projection recurrent neural network (RNN) to obtain the solution of the shortest path problem (SPP). Our focus on the paper is to give a compact single-layer structure RNN model to solve the SPP. To present the RNN model, we utilise a mixed linear complementarity problem (MLCP). Moreover, the developed RNN is proved to be globally stable. Finally, some numerical simulations are stated to show the performance of the presented approach. We compare the results with some other methods. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0952813X
Volume :
35
Issue :
7
Database :
Academic Search Index
Journal :
Journal of Experimental & Theoretical Artificial Intelligence
Publication Type :
Academic Journal
Accession number :
171996817
Full Text :
https://doi.org/10.1080/0952813X.2022.2067247