Abstract

The optimization of transportation path for distribution vehicles, which is about the mixed tabu search method, can not only reduce the cost but also improve the optimization of the vehicle transportation path. This algorithm first studies the current situation of the logistics distribution vehicle transportation path and then uses the hybrid tabu search method to calculate the vehicle transportation path. According to the real case analysis, it can be proved that the hybrid tabu search calculation method can improve the efficiency, the proposed modern logistics distribution vehicle transportation path is also the best method, and the transportation cost is greatly reduced.

Highlights

  • Due to the increase of oil price, the cost of logistics and transportation has exceeded the budget, and there are contradictions and defects between goods distribution-related services and intercity transportation [1,2,3]. erefore, the current logistics distribution vehicle transportation path optimization is an important work of the entire logistics industry. e logistics distribution vehicle transportation path optimization problem is related to the logistics transportation cost, efficiency, and distribution speed. erefore, it is an important work of the logistics research industry to choose which path optimization to quickly deliver goods to users

  • We study the transportation path of logistics distribution vehicles and establish a digital model of distribution vehicle transportation. e digital model uses the hybrid tabu search calculation method to find the best transportation path of distribution vehicles

  • Taking the actual case analysis, it can be proved that the hybrid tabu search method can find OTPDV method the fastest and is the best calculation method

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Summary

Pheromone concentration update Can we find the best path?

Y Output optimal path and number of vehicles Figure 1: Flow chart of vehicle transportation route optimization. For TSP and OPTPDV, the potential energy field ant colony algorithm can only obtain the best access order of global path points Instead of path, it cannot meet the requirements of mobile wheeled logistics vehicle volume selection path plan. In the process of planning the global path of logistics vehicles through 3D reconstruction technology, set the OPEN table and CLOSE table; during initialization, the initial point is appended to the OPEN table. Take the terminal point as the starting point ui and trace back to the initial point from the parent node to obtain the shortest route selected for the batch of logistics vehicles (2) If ui is an inaccessible point, skip the point (3) If ui is, skip the point (4) If ui is not in either of the OPEN table or the CLOSE table, it will be added to the OPEN table as the parent node of ui (5) If ui is, find out the g value of the new path and judge whether it is the smallest.

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Hybrid tabu search algorithm
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