{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,8]],"date-time":"2026-01-08T21:52:47Z","timestamp":1767909167905,"version":"3.49.0"},"reference-count":41,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2021,6,23]],"date-time":"2021-06-23T00:00:00Z","timestamp":1624406400000},"content-version":"vor","delay-in-days":173,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100002729","name":"Anhui University","doi-asserted-by":"publisher","award":["acylkc202008"],"award-info":[{"award-number":["acylkc202008"]}],"id":[{"id":"10.13039\/501100002729","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Complexity"],"published-print":{"date-parts":[[2021,1]]},"abstract":"<jats:p>The car\u2010free carrier platform is a product of the rapid development of the modern logistics industry and has a vital strategic value for promoting the construction of a country\u2019s comprehensive transportation. However, due to the unreasonable platform pricing model, the industry is currently in a bottleneck period. In order to solve this problem, we established a gray correlation model to calculate the degree of correlation between each characteristic index and platform pricing based on the massive historical transaction data of a certain platform and performed <jats:italic>K<\/jats:italic>\u2010means clustering on the results to discover the main factors affecting platform pricing. Based on the abovementioned results, we created a pricing optimization model based on the BP neural network, with the structure of 8\u201013\u20101 to predict the freight pricing of the order and test the prediction results. The test shows that the goodness of fit (<jats:italic>R<\/jats:italic><jats:sup>2<\/jats:sup>) of the predicted value is close to 1, and the prediction error range is less than 3.7%, which proves the accuracy and effectiveness of the BP neural network model and provides an effective reference for the optimization of the pricing model of the car\u2010free carrier platform.<\/jats:p>","DOI":"10.1155\/2021\/8204214","type":"journal-article","created":{"date-parts":[[2021,6,23]],"date-time":"2021-06-23T20:50:06Z","timestamp":1624481406000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":14,"title":["Research on the Route Pricing Optimization Model of the Car\u2010Free Carrier Platform Based on the BP Neural Network Algorithm"],"prefix":"10.1155","volume":"2021","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8612-4853","authenticated-orcid":false,"given":"Yu-Ang","family":"Du","sequence":"first","affiliation":[]}],"member":"311","published-online":{"date-parts":[[2021,6,23]]},"reference":[{"key":"e_1_2_10_1_2","doi-asserted-by":"publisher","DOI":"10.1088\/1755-1315\/186\/6\/012042"},{"key":"e_1_2_10_2_2","doi-asserted-by":"publisher","DOI":"10.4236\/ojbm.2019.72056"},{"key":"e_1_2_10_3_2","doi-asserted-by":"publisher","DOI":"10.4018\/JGIM.20210701.oa8"},{"key":"e_1_2_10_4_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.aej.2021.03.032"},{"key":"e_1_2_10_5_2","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1744\/2\/022038"},{"key":"e_1_2_10_6_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecotra.2020.100156"},{"key":"e_1_2_10_7_2","article-title":"A logistics cost function with explicit transport costs","volume":"19","author":"Harald M.","year":"2020","journal-title":"Economics of Transportation"},{"key":"e_1_2_10_8_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.tra.2019.05.001"},{"key":"e_1_2_10_9_2","doi-asserted-by":"publisher","DOI":"10.1016\/s1366-5545(19)30117-6"},{"key":"e_1_2_10_10_2","doi-asserted-by":"publisher","DOI":"10.1080\/15568318.2015.1033039"},{"key":"e_1_2_10_11_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11116-014-9533-6"},{"key":"e_1_2_10_12_2","first-page":"1295","article-title":"Option pricing model by railway cargo transport based on Heston model and genetic algorithm","volume":"17","author":"Feng F.-L.","year":"2020","journal-title":"Journal of Railway Science and Engineering"},{"key":"e_1_2_10_13_2","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1629\/1\/012053"},{"key":"e_1_2_10_14_2","first-page":"121","article-title":"Study of pricing strategies for non-car operating carriers platform under asymmetric information","volume":"25","author":"Nie F. 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