Research Of Logistics System Based On Swarm Intelligence

With the vigorous development of Artificial Intelligence,big data,and Internet of Things,the Internet of Everything has become a new development trend in the field of logistics,and Intelligent Logistics has become a new direction of logistics.As an important development direction in the field of Artificial Intelligence,Swarm Intelligence has a wide range of applications in Intelligent Logistics systems such as logistics UAVs,supply chains,and warehousing robots.A reasonable and effective Swarm Intelligence Evaluation method is of great significance to the development of logistics systems.Therefore,based on the theory of swarm intelligence,combined with the definition and evaluation method of general intelligence,and aiming to quantify the intelligence degree of the swarm,the establishment of the Swarm Intelligence Evaluation model is completed.The main contents of this paper include:(1)On the basis of general intelligence evaluation and Swarm Intelligence emergence,this paper analyzes the process of swarm cooperation and sorts out two basic processes,including individual intelligence performance and Swarm Intelligence emergence.Then the design of Swarm Intelligence Evaluation method is completed and the steps of Swarm Intelligence quantification were described using the formula,and then the Swarm Intelligence Evaluation model was completed.A general,expressible and computable Swarm Intelligence Evaluation model is obtained.The model calculates the specific quantitative value of Swarm Intelligence according to the steps by inputting data such as behavior and interaction degree,so that the intelligence degree of the multiagent collaboration scene is comparable.(2)In order to verify the rationality and validity of the Swarm Intelligence Evaluation model,the established model is applied to the Intelligent Logistics system.Here,the parameters of the model are corresponding to the specific scene and some rules are redefined,so as to Swarm Intelligence values of the system are obtained.The values parameterize and visualize the intelligence of the system,and provide the basis of the analysis of the advantages and the diagnosis of problems.In summary,this paper completes the method design and model of Swarm Intelligence Evaluation,and applies the model to the Intelligent Logistics system,which provides an effective quantitative tool for logistics system evaluation in multi-agent collaboration scenes.