Logistics network is an intelligent logistics supply chain management system, which mainly covers customer orders, cargo matching, warehouse distribution, scheduling, intelligent loading, path planning, in-transit monitoring, electronic sign-in, cargo management and big data analysis. These are the requirements of every company. Logistics companies should have computing power data. Let’s take a look at these data and the route requirements that need to be met during transportation.
The quantity of goods on each delivery route shall not exceed the volume and cargo capacity limits of the vehicle.
Due to the complexity of distribution, it is necessary to combine distribution path optimization with intelligent algorithm calculations to formulate a reasonable distribution plan. Currently, the Internet of Things chooses the fuel-saving method and the greedy algorithm to determine the optimal solution. That is to say, based on the distribution capacity of the distribution center (number of trains, load) and the distance between the distribution center and each user, a distribution plan is formulated to minimize the total tonnage and mileage of vehicle transportation.
In addition to total tonnage and minimum mileage, the above allocation plan meets the following conditions:
It can meet the needs of all users; the highest precision selection is an important service indicator of the distribution center; the selection of the target is determined based on the specific requirements of distribution, the strength of the distribution center and objective conditions.
Due to the diversity of goals, we can choose from a variety of methods:
Aiming at the best efficiency and profit maximization; within the existing capabilities of the distribution center; delivering goods within the allowed time.
Distribution path optimization is based on linear programming, nonlinear programming, dynamic programming and other simplex methods to establish corresponding mathematical models, and then use computers to solve the optimal solution.
The total driving time or mileage of each vehicle may not exceed the specified maximum limit. Determine the delivery route conditions to meet the requirements of all consignees on the variety, specifications and quantity of goods. The purpose of the calculation is to transport the goods safely and efficiently to the customer's designated location through logistics with the lowest cost and efficiency.