基于猫群算法的立体车库调度优化

Optimization of Three-dimensional Garage Scheduling Based on Cat Swarm Algorithm

猫群算法是一种新近提出的群体智能算法,其算法的收敛速度快,简单易理解,可以普遍应用于函数优化问题,具有广阔的应用前景。立体车库堆垛机的运行属于典型的TSP问题,猫群算法可以很好地解决此类问题,将其应用到立体车库的调度优化中,通过仿真验证猫群算法的有效性与可行性。

Cat swarm algorithm is a newly proposed group intelligence algorithm, the algorithm has the characteristics of fast convergence rate , easy to understand, it can be generally applied to function optimization problems, and the algorithm has broad application prospects. The operation of the three-dimensional garage stacker is a typical TSP problem. The cat population algorithm can solve such problems well and it can be applied to the scheduling optimization of the three-dimensional garage. The validity and feasibility of the cat swarm algorithm were verified through simulation.