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Access Craft Scheduling of Stereo Garage Based on Improved Hybrid Simulated Annealing Algorithm

Guohong Yi, Wan‐Huan Zhou, Shengpu Li, Yangjun Chen

发表年份
2021
引用次数
4

摘要

In order to improve the stereo garage access efficiency, the Improved Hybrid Simulated Annealing Algorithm is proposed, which is applied to the stereo garage, to determine which robot, transport and elevator to use, to find the best path and get the optimal scheduling results. In order to solve the problem that the genetic algorithm is easy to converge prematurely to obtain a local optimal solution, the algorithm combines the simulated annealing algorithm in the genetic algorithm to further search the results obtained by the genetic algorithm to avoid falling into the local optimal solution. Then, improve the steps of the traditional algorithm to get better results. According to simulation results, compared with other scheduling algorithms, the Improved Hybrid Simulated Annealing Algorithm can significantly improve the efficiency of the stereo garage, and get the more excellent results.

关键词

Simulated annealingAdaptive simulated annealingComputer scienceElevatorMathematical optimizationAlgorithmJob shop schedulingGenetic algorithmScheduling (production processes)Mathematics

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