Proceedings of the 2024 5th International Conference on Management Science and Engineering Management (ICMSEM 2024)

Session: Modern Logistics and Supply Chain Optimization

40 articles
Proceedings Article

Research on the Optimization of the Distribution Path at the End of the Last Mile Logistics

Xiangyu Zhang, Tongji Yang
This paper models the path selection in the logistics distribution process, obtains different paths in the process of vehicle transportation through genetic algorithm, and analyzes the shortest choice of different paths. The distance of the path, the selection of the path should fully consider...
Proceedings Article

Optimization of Fresh Food Cold Chain Logistics and Distribution Paths

Xiaoli Wang, Minghai Lv
The adoption of the cold chain has led many companies to rely on specialization, identifying the transport of temperature-sensitive products as a niche market with significant macroeconomic implications for countries. This paper first describes the current situation of fresh food distribution route selection...
Proceedings Article

Comprehensive evaluation of Logistics Delivery Unmanned Aerial Vehicles Based on Entropy Method

Ziang Zhang, Minghai Lv
With the continuous progress of technology, unmanned aerial vehicles(uav) delivery, as a new logistics mode, has gradually attracted people’s attention. Compared with traditional delivery methods, UAV delivery has advantages such as fast speed, low cost, and high flexibility. However, due to many challenges...
Proceedings Article

Research on Location Selection of Distribution Center in New Urban Area of Jiuzhou Tong Based on Hierarchical Analysis Method

Xiaobing Shao, Shengyuan Wang
With the rapid development of the logistics industry, the site selection of distribution centers is increasingly highlighting its importance. The purpose of this paper is to study the site selection problem of the distribution center in the new urban area of Jiuzhou Tong using the hierarchical analysis...
Proceedings Article

Research on Green Supply Chain Innovation Based on Tripartite Coordination Mechanism

Yanru Li
Green supply chain management has become a hot issue in current research, because it conforms to the requirements of the times, particularly considers environmental issues, and promotes the harmonious development of economy and environment. The correct decision-making of the government, core enterprises...
Proceedings Article

Research on Rural Logistics Development Management: A Case Study of Liaoning Province

Zheng Yang, Yi Wang
Under the implementation of the rural revitalization strategy, strengthening the research on rural logistics management is an important guarantee for promoting rural modernization and smooth domestic circulation. Based on the panel data of 14 prefecture-level cities in Liaoning Province from 2017 to...
Proceedings Article

Study on the Management of Rural Logistics Efficiency: A Case Study of Liaoning Province

Hao Zhang, Shuai Liu, Shuo Han
Rural logistics efficiency management and development is essential in promoting the comprehensive construction of agricultural and rural modernization. Utilizing panel data on rural logistics in Liaoning Province from 2017 to 2021, an evaluation system for rural logistics efficiency is established based...
Proceedings Article

Application of GIS System in Agricultural Logistics Information Management

Lipeng Wang, Jianyong Xiong
In recent years, China’s support for agriculture is increasing, and more and more agricultural products will go up. However, due to problems such as logistics infrastructure in rural areas, the timeliness and quality of agricultural products cannot meet the needs of consumers. Solving these problems...
Proceedings Article

Research on Rural Logistics Path Optimization Based on Collaborative Delivery with Electric Vehicles and Drones

Haoqing Sun, Manhui He
The rural logistics distribution system faces significant pressure due to the complexity of the terrain and the widespread dispersion of delivery points. To address this challenge, this study innovates upon the traditional single-mode delivery system by proposing a “Electric Vehicle + Drone” collaborative...
Proceedings Article

Study on Efficiency Management in the Logistics Industry-Taking the Pearl River Delta Region as an Example

Bo Wang, Shengyuan Wang
The logistics industry, as one of the important basic industries of the national economy, has an important position in the society, and the level of logistics efficiency can affect the economic level of a region. Based on the panel data of nine cities in the Pearl River Delta (PRD) region, this paper...
Proceedings Article

Analysis and Research of the Temporal and Spatial Evolution of Digital Logistics Development in China Under Environmental Regulation

Zheng Yang, Fangsen Xue
Based on the provincial data of China from 2011 to 2021, this paper constructs the provincial digital development level evaluation system under environmental regulation, uses the entropy right method-TOPSIS to calculate its digital development level, and finally uses the broken analysis layer to analyze...
Proceedings Article

Research on Efficiency Evaluation of Logistics Industry in Liaoning Province Based on Three-stage DEA-Malmquist Model Under Low-carbon Constraints

Chun Wang, Zhiyong Mao
Green and low-carbon development has become the main theme of China’s current development, starting from the perspective of low carbon, the logistics efficiency index system of Liaoning Province is constructed, and the three-stage DEA model and Malmquist model are used to analyze the low-carbon logistics...
Proceedings Article

Study on the Synergistic Development of Rural Logistics and Rural Economy Under the New Development Pattern

Hao Zhang, Jun Wan
Logistics provides new impetus for rural economic development and puts forward new requirements for rural economy. Based on the panel data of 31 provinces (autonomous regions and municipalities) from 2015 to 2022, this paper constructs the evaluation index system of rural logistics and rural economic...
Proceedings Article

Rural Logistics Management Evaluation and Influencing Factors Analysis -- Taking the Yangtze River Economic Belt as an Example

Fang Zhang, Jiani Li
This paper uses the entropy weight TOPSIS to measure the rural logistics management in the Yangtze River Economic Belt from 2015 to 2021, and constructs the grey correlation model to explore the influencing factors of rural logistics management. The results show that: the level of rural logistics management...
Proceedings Article

Research on the Impact and Mechanism of Technological Innovation on the High-Quality Development of China’s Logistics Industry

--Empirical Test Based on Panel Data of 31 Provinces in China

Jun Wan, Linghao Li
This paper selects the balanced panel data of 31 provinces in China from 2015 to 2020, and utilizes benchmark regression, mediated effect regression, double fixed effect model, and least squares regression to study the impact of technological innovation on the high-quality development of China’s logistics...
Proceedings Article

Direct Logistics Path Transportation Modeling Optimization Analysis

Ming Chen
In recent years, China’s urban logistics has been developing rapidly, providing a new and convenient development channel for the city, and at the same time accelerating the efficiency of material exchange. Traditional logistics not only consumes more energy, but also fails to realize the direct development...
Proceedings Article

Comprehensive Measurement and Spatial and Temporal Evolution Analysis of China’s Green Logistics

Changhao Li, Shengyuan Wang
Enhancing the level of green logistics development is of great significance to the high-quality development of the logistics industry. This paper adopts the entropy weight-TOPSIS method to measure the level of green logistics development in 31 provinces and cities in China from 2015 to 2021, and analyzes...
Proceedings Article

Multi-Target Cold Chain Logistics Path Optimization and Algorithm Solution

Wenlong Ma, Yanbin Wang
Considering the high cost of fresh products in the distribution process, the goal of minimizing the cost of cold chain logistics distribution of fresh products is to fully consider all costs incurred in the process of fresh cold chain logistics distribution. On this basis, a customer satisfaction maximization...
Proceedings Article

Evolutionary Game Analysis of the Intelligent Upgrade of Rural E-commerce Logistics Under Government Incentive Policies

Baoku Li, Jiarui Wang
In the context of new quality productive forces, the intelligent upgrade of rural e-commerce logistics is key to advancing rural logistics development. This article utilizes evolutionary game theory to construct an evolutionary game model involving the government, rural e-commerce users, and logistics...
Proceedings Article

Optimization Study of Cold Chain Logistics Distribution Path Considering Carbon Emission and Time Window Constraints

Xue Wang, Jun Wan, Jiancheng Huang
Aiming at the characteristics of cold chain logistics with high timeliness and high cost, taking into account the influence of temperature change on the decay rate of fresh food in the unloading process, the cost of carbon emission in the transportation process and cold storage process, and the cost...
Proceedings Article

Emergency Logistics Vehicle Routing Optimization Model under Uncertain Environment

Baiquan Li, Baocheng Ding
Against the background of public health events, in the face of demand uncertainty, it is necessary to rationally plan emergency logistics routes to ensure the timely delivery of supplies to disaster-affected areas. Taking a certain area in Wuhan during the epidemic as an example, it was found that there...
Proceedings Article

Fresh Produce Delivery Path Optimization Based on Improved Genetic Algorithm

Zheng Yang, Xinlei Li
Aiming at the current problems of low transportation on-time rate and high product spoilage rate in the cold chain logistics industry, we constructed a fresh produce distribution path optimization model considering the fixed cost, transportation cost, cargo damage cost, refrigeration cost and time window...
Proceedings Article

Measurement and Analysis of Logistics Industry Efficiency Management under High Quality Development-Taking Shandong Province as an Example

Baoku Li, Jingbin Sun
Based on 3-year data of 16 prefecture-level cities in Shandong Province, the article constructs an evaluation index system to measure the efficiency level of the logistics industry and establishes the Dagum Gini coefficient to analyze the spatial differences and sources of the efficiency of the logistics...
Proceedings Article

Research on Low-carbon Fresh Food Logistics Path Optimization Based on Improved Ant Colony Algorithm

Xianhua Ke, Manhui He
For logistics companies facing the challenges of high distribution costs and high carbon emissions when delivering fresh produce, this text comprehensively analyzes comprehensive freight cost, time-window penalty, cargo loss, and refrigeration cost with respect to the characteristics of fresh logistics...
Proceedings Article

Railway Freight Volume Forecast Based on GRA-BP Model

Wenyan Wang, Yanbin Wang
In order to improve the accuracy of railway freight volume prediction, we adopted the BP neural network method combined with grey relational analysis (GRA). Given that BP neural network algorithm are prone to local minimum, slow learning convergence, and diversity of structural selection problems, we...
Proceedings Article

Green Logistics Delivery Path Optimization Considering Deliveryman Satisfaction under Time-Varying Road Networks

Yunhao Zhou, Tinxin Wen
With the rise of green logistics and the continuous development of urban transportation networks, in order to solve the problems of high carbon emissions and low satisfaction of delivery personnel in logistics distribution. This article focuses on the optimization problem of green logistics distribution...
Proceedings Article

Research on Jinan Green Logistics Development Strategy Based on SWOT Analysis

Mingxu Qiao, Yongzhi Zhang
With the prosperous development of China’s e-commerce industry, the logistics industry has become a core force supporting the growth of the national economy. This transformation has not only changed the shopping habits of consumers, but also had a wide impact on the entire economic structure. This thesis...
Proceedings Article

Research on Cold Chain Site Selection Layout for Multiple Distribution Centers Considering Construction Quantity

Liying Li, Xiaoman Hu
To enhance dairy product distribution efficiency and reduce damage during transportation, this study addresses losses in the logistics chain from production centers to distribution centers and demand points. By considering distribution center number, location, and capacity, the optimal locations are...
Proceedings Article

Research on Green Supply Chain Management and Development Strategy of Fresh Products in Liaoning Province

Jun Wan, Zhengwen Ren
This paper provides a comprehensive study on the current status of green supply chain management of fresh produce and its development strategies in Liaoning Province. Using SWOT analysis, the strengths, weaknesses, potential opportunities and challenges of the supply chain of fresh produce in Liaoning...
Proceedings Article

Research on Low-Carbon Fresh Produce Logistics Route Optimization Based on an Improved Particle Swarm Algorithm

Yanbing Gai, Liying Li
In the context of striving to enhance the efficiency of fresh produce logistics distribution and achieving energy saving and emission reduction goals, this paper delves into the optimization of fresh produce logistics routes based on electric vehicles. Considering the unique requirements of fresh produce...
Proceedings Article

Simulation and Optimization of Warehouse System of Cold Chain Logistics Distribution Center Based on Flexsim

Kexin Sun, Ning Cui
With the continuous development of economy, the number of cold chain logistics enterprises in our country continues to increase, and the demand and circulation of cold chain logistics food are also increasing year by year, and the cold chain logistics system is facing the main problem is the cost and...
Proceedings Article

Mechanism of Digital Technology Enabling the Development of Port Logistics: A Case Study of Coastal Port Clusters in Southwest China

Baoku Li, Yuxin Wang
Digital technology has injected new momentum into the development of the logistics industry. Drawing on panel data related to six major ports and their host cities in the coastal port clusters of southwest China from 2005 to 2022, this article employs a dual fixed-effects model, mediation effect model,...
Proceedings Article

Research on Static Path Planning for Mobile Robot Based on Improved Ant Colony Algorithm

Haoyuan Sun, Chengjun Ji
This paper proposes enhancements to the traditional ant colony optimization (ACO) algorithm for path planning. Firstly, it improves the heuristic function by combining current step size ε and the Euclidean distance of the endpoint μ, strengthening path directionality. Secondly, it updates pheromone volatilization...
Proceedings Article

An Improved Swarm Intelligence Optimizer for Transportation Path Planning of Cold Chain Products

Yanli You
With the development of fresh e-commerce, the problem of cold chain logistics transportation is gradually being studied by relevant researchers. However, there are issues such as high transportation costs and long transportation times in cold chain logistics transportation. This study designed a mathematical...
Proceedings Article

The Optimization Model and Application of Crowdsourcing Logistics Distribution Considering the Travel Trajectory of Deliverers

Qiang Wu, Jun Tu
The problems of supply and demand matching and route planning of crowdsourcing platform are the development difficulties faced by urban distribution O2O platform. This paper stands on the Angle of the platform, considers the actual needs of crowdsourcing distributors and customers at the same time, and...
Proceedings Article

Optimization of Cold Chain Logistics Distribution Pathways Considering Carbon Emission Costs

Feixiang Pan, Min Huang
Based on the “dual carbon” strategic goal, this paper takes the optimization problem of cold chain logistics vehicle paths as the research object, considers carbon emission costs into the path optimization problem, and establishes a cold chain logistics distribution model with the goal of minimizing...
Proceedings Article

Resilience Analysis of Agricultural Supply Chain in Liaoning Province Based on Entropy Weight-TOPSIS Approach

Shixiang Li, Jinhong Wang
Based on the entropy weight-TOPSIS method, this paper carries out a comprehensive evaluation and analysis of the supply chain toughness of agricultural products in Liaoning Province. An evaluation index system containing production factors, environmental factors, logistics factors and technological factors...
Proceedings Article

Research on Optimization of Delivery Vehicle Pathways Considering Carbon Emissions and Soft Time Windows

Xun Zhang, Cunhua Qian
Aiming to reduce the total cost of logistics distribution, this paper constructs a mathematical model for multi-vehicle route optimization with time window constraints. The objective is to minimize the comprehensive total cost, which includes fixed vehicle costs, transportation costs, carbon emission...
Proceedings Article

Research on Cold Chain Logistics Distribution Path Based on Hybrid ant Colony Algorithm with Particle Swarms

Jiancheng Huang, Jun Wan, Xue Wang
In order to solve the problems of high distribution cost and relatively low distribution satisfaction in the fresh cold chain logistics industry, it is proposed to calculate the customer satisfaction according to the fuzzy time window function, analyze the cost factors, and construct the distribution...
Proceedings Article

Based on the New Media Background of Logistics Management Innovation Research

Rui Liu, Jinhong Wang
Due to the popularization of new media, the logistics industry has been developed rapidly, resulting in increasingly sound logistics management system. Only by fully utilizing the new media technology and innovating the logistics management mode can we effectively improve the logistics management level....