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...

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...

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...

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...

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...

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,...

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...

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...

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...

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...

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...

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...

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...

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....

Fully utilizing the online evaluation data of e-commerce platforms to achieve customer-oriented fresh logistics service attribute research and platform evaluation has certain practical significance. Based on online evaluation, picture fuzzy ordinal priority approach is proposed to study the logistics...

In the era of digital economy, the market competition of freight platforms is becoming increasingly fierce, and the profit model is becoming single. Exploring the upgrading and optimization direction of freight platforms is affecting the future development of freight assistance platforms. By collecting...

With the booming development of the tertiary and e-commerce industries, the volume of business in the express delivery industry also maintains a high growth rate. In order to further improve the prediction accuracy of regional express business volume and provide more accurate data support to the local...

Addressing the challenges of task scheduling algorithms for book sorting AGVs in vast and intricate settings, a refined task scheduling model tailored for book sorting AGV systems has been devised, leveraging the colored traveling salesman problem (CTSP). Additionally, a firefly algorithm is introduced...

To improve the picking efficiency of orders in intelligent warehouses, this article conducts research on the AGV picking path planning problem. Firstly, a mixed storage strategy is introduced based on order characteristics, and a mathematical model is constructed with the objective of minimizing the...

Using the coupling coordination degree model, this article measures the coupling coordination level of the comprehensive evaluation index system of digitalization of agricultural product circulation, agricultural technology innovation, and rural revitalization in 30 provinces (autonomous regions and...

Network freight platforms face the complex task of truck-goods matching, which involves considering user conditions and demands. The matching process evaluates ten indicators, such as vehicle type and reputation, using intuitionistic fuzzy rough sets to represent scores and degrees of satisfaction, dissatisfaction,...

To address the issue of low order delivery efficiency, this study introduces complex network theory and constructs a complex network model for order delivery. In this model, regions requiring order delivery are represented as nodes, the presence of order delivery between two regions is indicated by edges,...

In a large-scale online retail environment, “Multi-warehouse in one location” often leads to the splitting of a single order into multiple sub-orders. To meet order demands, retailers stock fast-moving consumer goods in all warehouses, leading to more packaging options and mixed orders. This complicates...

Facing complex and lengthy equipment usage instructions and training materials, an intelligent equipment training system can effectively enhance the operational capabilities of personnel and the training capabilities of management departments. This article analyzes the problems existing in equipment...

In the digital economy era, big data analytics (BDA) has become an important path for firms to gain competition advantage. As a key element of BDA, how does a firm’s data assets affect its market power? This article uses machine learning and text analysis to construct the index of data assets, and use...

The current rapid rise of generative AI has the potential to set off a new industrial revolution and even trigger disruptive changes in human society. ChatGPT, as a kind of generative AI, represents a major advancement in the field of AI, which enables the development of human society to enter into the...

Bidding is a crucial step in the whole process of construction of engineering projects. It is directly related to the cost savings of the construction unit and the selection of the best bidding program. The quality of bidding documents directly affects the quality of bidding activities. By combining...

In this paper, the input-output index system is constructed by the idea of project cost management, in terms of the quality, duration, safety and contract of the project. The supper-efficiency DEA model is introduced to evaluate and sort the efficiency of construction cost management. The efficiency...

With the rapid development of e-commerce, the order processing speed and efficiency of intelligent warehouses have become key factors for enterprise competitiveness. This article roughly divides the orders in intelligent warehouses into two categories. In response to the problem of manual sorting stations...

Given the limitations of current research on intuitionistic fuzzy entropy, which often overlook the hesitancy and uncertainty degrees, this paper introduces a novel intuitionistic fuzzy entropy that accounts for both deviation and hesitancy degrees. Subsequently, a multi-attribute decision-making model...

This paper presents an advanced predictive model, termed C-PASST, which synergizes signal decomposition, sophisticated deep learning algorithms, and cutting-edge optimization techniques to enhance the accuracy of short-term power forecasts for photovoltaic systems. The process commences with the dissection...

This study uses SWOT analysis method to comprehensively analyze the reverse logistics network of new energy vehicle power battery in Liaoning Province. Liaoning province with its geographical location, industrial base, policy support, scientific research strength, environmental awareness and logistics...

This paper aims at the common problems existing in the management of university scientific research projects construction in China, such as lack of process management, unclear organizational structure and business process, unclear responsibility orientation of the main body participating in project construction...

For the performance qualification test of modern equipment, the test and verification related standards are becoming more and more complex, especially in the real combat environment, the test outline and process preparation requirements are becoming higher and higher. The development and optimization...

To address the issue that the semantic and emotional characteristics of consumer reviews are not considered in traditional e-commerce merchant reputation evaluation, this study combines the bidirectional long short-term memory network, the convolutional neural network and the attention mechanism to design...

Space engineering project plan management is a kind of plan management work which takes space products as the basic object. The traditional planning management is transformed into scope management and time management respectively in project management, but it is also closely related to cost management,...

With the development of intelligent vehicles in network connection, intelligence and architecture technology, vehicles have irreversibly required software iterative update both in firmware and software. The successive introduction of domestic and foreign regulations and policies has made the construction...

Since China joined the WTO in the last century, China has made great economic achievements. However, at present, there are difficulties in China's economic growth, serious unemployment, no new economic growth point and so on. In fact, among the causes of these problems, a long-term attention to...

Complex product development runs through product planning, R&D design, process design, manufacturing and production release, material purchase and distribution, spare parts and after-sales service, and other business fields. Each business field produces a variety of massive product data. Complex...

In today’s fast-paced world, the rapid advancement of information technology and mobile Internet has led to a significant shift in how people acquire information, conduct work, manage their daily lives, engage in social networking, and seek leisure and entertainment. This transformation has propelled...

The 14th Five-Year Plan for the Development of the Digital Economy issued by the China State Council emphasizes the importance of digital transformation in improving total factor productivity and promoting high-quality economic development. An empirical investigation of how digital transformation affects...

Hub-and-spoke network is an important network structure in modern logistics field, which can effectively improve the transportation efficiency of logistics industry. Hub congestion and failure cannot be ignored in hub-and-spoke network, affecting the operation efficiency of hub-and-spoke network. At...

Intellectual property rights have a very important role in China’s independent innovation and technology spillover of foreign direct investment, in order to better clarify the role of FDI on China’s regional innovation capacity, this paper considers the effect of the element of intellectual property...

In the context of the new era, one of the key issues to enhance the high-quality development of China’s economy is how to promote high-quality employment. Based on the 2022 official statistics of 21 cities and states in Sichuan Province, this study constructs an indicator system to evaluate the quality...

The optimal allocation of scientific and technological resources in high-tech industries is of great significance to promoting the coordinated, sustainable and high-quality development of the economy. Based on the subsystem of scientific and technological resource allocation capacity and the subsystem...

Nowadays, the development of rural areas still faces difficulties and challenges, such as unbalanced economic development, insufficient infrastructure and public services, and backwardness of education level due to brain drain still exist. In order to promote the modernization of agriculture and industrial...

The level of college students’ professional satisfaction will have a very important impact on their future study and employment, while the student satisfaction survey has a unique reference value to view the teaching quality and service level of the school from the student’s perspective. In this paper,...