Cargando…
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...
Autor principal: | |
---|---|
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 |
_version_ | 1784598728956444672 |
---|---|
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%. |
format | Online Article Text |
id | pubmed-8589477 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT liubinbin logisticsdistributionrouteoptimizationmodelbasedonrecursivefuzzyneuralnetworkalgorithm |