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Logistics Distribution Route Optimization Model Based on Recursive Fuzzy Neural Network Algorithm

In recent years, more and more attention has been paid to the utilization of data and information in the logistics distribution path optimization system of e-commerce, but it is difficult to have scientific guarantee in the process of determining the optimal distribution path scheme of e-commerce. H...

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Detalles Bibliográficos
Autor principal: Liu, Binbin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8589477/
https://www.ncbi.nlm.nih.gov/pubmed/34777491
http://dx.doi.org/10.1155/2021/3338840
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author Liu, Binbin
author_facet Liu, Binbin
author_sort Liu, Binbin
collection PubMed
description In recent years, more and more attention has been paid to the utilization of data and information in the logistics distribution path optimization system of e-commerce, but it is difficult to have scientific guarantee in the process of determining the optimal distribution path scheme of e-commerce. How to realize the optimization and adaptive setting of distribution path by using intelligent algorithm has become a hot spot. To battle these issues, this paper studies the logistics distribution path optimization model based on recursive fuzzy neural network algorithm. This paper analyses the research status of logistics distribution path determination scheme and applies the recursive fuzzy neural network algorithm in the selection of e-commerce logistics distribution path scheme. The experimental results show that the recursive fuzzy neural network algorithm can realize the optimization of e-commerce logistics distribution path, and the best distribution route can be made according to the characteristic difference of logistics distribution route, and its distribution accuracy can reach more than 97%.
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spelling pubmed-85894772021-11-13 Logistics Distribution Route Optimization Model Based on Recursive Fuzzy Neural Network Algorithm Liu, Binbin Comput Intell Neurosci Research Article In recent years, more and more attention has been paid to the utilization of data and information in the logistics distribution path optimization system of e-commerce, but it is difficult to have scientific guarantee in the process of determining the optimal distribution path scheme of e-commerce. How to realize the optimization and adaptive setting of distribution path by using intelligent algorithm has become a hot spot. To battle these issues, this paper studies the logistics distribution path optimization model based on recursive fuzzy neural network algorithm. This paper analyses the research status of logistics distribution path determination scheme and applies the recursive fuzzy neural network algorithm in the selection of e-commerce logistics distribution path scheme. The experimental results show that the recursive fuzzy neural network algorithm can realize the optimization of e-commerce logistics distribution path, and the best distribution route can be made according to the characteristic difference of logistics distribution route, and its distribution accuracy can reach more than 97%. Hindawi 2021-11-05 /pmc/articles/PMC8589477/ /pubmed/34777491 http://dx.doi.org/10.1155/2021/3338840 Text en Copyright © 2021 Binbin Liu. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Liu, Binbin
Logistics Distribution Route Optimization Model Based on Recursive Fuzzy Neural Network Algorithm
title Logistics Distribution Route Optimization Model Based on Recursive Fuzzy Neural Network Algorithm
title_full Logistics Distribution Route Optimization Model Based on Recursive Fuzzy Neural Network Algorithm
title_fullStr Logistics Distribution Route Optimization Model Based on Recursive Fuzzy Neural Network Algorithm
title_full_unstemmed Logistics Distribution Route Optimization Model Based on Recursive Fuzzy Neural Network Algorithm
title_short Logistics Distribution Route Optimization Model Based on Recursive Fuzzy Neural Network Algorithm
title_sort logistics distribution route optimization model based on recursive fuzzy neural network algorithm
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8589477/
https://www.ncbi.nlm.nih.gov/pubmed/34777491
http://dx.doi.org/10.1155/2021/3338840
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