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Research on Benefit-Risk of Vehicle-Cargo Matching Platform Based on Matching Degree

机译:基于匹配度的车货匹配平台的收益风险研究

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This paper based on matching degree of the vehicle-cargo matching platform with profit and risk, examines the impact of different factors on the revenue and risk cost of the vehicle-cargo matching platform through a multi-objective optimal model to maximize the matching degree and benefit, minimizing the risk cost, through the improved the NSGA- II algorithm to solve bilevel multi-objective optimization problem, and through the sensitivity analysis to obtain the results. The results show that: 1) the relationship between the total revenue and the total risk cost of the platform increases linearly; 2) the preference of vehicle-source and cargo-source also affects the matching of supply demand of both sides; 3) the total revenue and total cost of the platform increase with the increase of consultation fee, but the increase rate gradually decreases; 4) ignoring the impact of blockchain, vehicle-source enterprises need to pay more guarantee costs, and the platform's income and risk are better than the condition with the impact of blockchain.
机译:本文基于具有收益和风险的载货匹配平台的匹配度,通过多目标最优模型最大化匹配程度,考察了不同因素对载货匹配平台收益和风险成本的影响。通过改进的NSGA-II算法解决双层多目标优化问题,并通过敏感性分析获得结果,从而最大程度地降低了风险成本。结果表明:1)平台的总收入与总风险成本之间的关系呈线性增长; 2)车源和货源的偏好也会影响双方的供需匹配。 3)平台的总收入和总成本随着咨询费的增加而增加,但增长率逐渐降低; 4)忽略了区块链的影响,车源企业需要支付更多的担保成本,平台的收入和风险要比受到区块链影响的情况要好。

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