3results about How to "Balance workload" patented technology

The embodiment of the invention discloses a warehouse elevator scheduling method, computer equipment and a computer readable storage medium. The warehouse elevator scheduling method comprises the following steps: constructing a scheduling algorithm to process received task information so as to determine a reservable object; determining a reservation mode according to the task information, and obtaining a reservation form; processing the reservation form according to the reservation mode so as to determine a target object from the reservable objects; and generating and outputting a scheduling queue based on the target object. Therefore, the reservable object can be determined firstly through the scheduling algorithm, so that the workload of the multiple elevators in the warehouse is balanced, the load balance of the elevators is optimized, local congestion and resource idleness are avoided, and the overall scheduling efficiency is improved. The real-time state and resource occupation condition of each connection point can be dynamically reflected by using the reservation form, channel resources are reserved in advance in combination with a pre-locking mechanism, dynamic reservation scheduling and path cooperative control of the elevator are realized, and the response speed and stability of the system are remarkably improved.

This invention relates to the field of logistics route optimization technology, specifically a method for optimizing collaborative routes among multiple couriers in urban last-mile logistics. The method includes: receiving and integrating a set of real-time delivery tasks and a set of courier statuses uploaded from station terminal equipment; using an improved clustering algorithm to initially divide the real-time delivery task set into task clusters corresponding to the number of couriers and associating them with initial responsible couriers; planning preliminary travel routes for each task cluster that start from the courier's real-time location, serve all task points, and meet constraints, generating a preliminary route plan set; calculating the boundary task exchange benefits between task clusters, and performing global collaborative optimization of the preliminary route plan set through cross-cluster task redistribution iterative processing to generate a final collaborative route plan. This method can improve the coordination and efficiency of urban last-mile logistics delivery and optimize resource allocation.

This application discloses an image annotation quality inspection method, apparatus, electronic device, and medium. The method includes: if two personnel have the same image annotation accuracy, extracting a preset number of annotated target region images from the annotated images of both personnel and sending them to the other personnel's terminal to continue the image annotation verification task; if the accuracy rates are inconsistent, increasing the basic task for the personnel with lower image annotation accuracy and increasing the verification task for the personnel with higher image annotation accuracy; and determining the image annotation quality inspection result based on the results of the verification tasks performed by the two personnel. This scheme allows two personnel to verify the annotated target region images, thereby verifying the accuracy of the annotated target results and improving the accuracy of the target annotation results. Dynamically adjusting the number of target regions and the number of basic regions in the verification tasks for the two personnel achieves a balance in workload and improves work efficiency and the accuracy of image annotation quality inspection.