关键词: 立体仓库, 货位优化, 遗传算法, Matlab 仿真

Abstract: This article sets auto parts warehouse as the research object, discusses how to use the
scientific and feasible optimization methods to improve the operation efficiency and reduce business
operating costs effectively from the perspective of logistics warehousing management. Based on auto
parts layout optimization principles, a multi-objective layout mathematical model is established, which
is combined with the theory of genetic algorithm, the implementation model is solved in Matlab
software, and finally a feasible slotting optimization scheme is drawn. The solution and simulation
results of the instance verif that the multi-objective optimization mathematical model
effectivelyconverges to the optimal solution with the design of the genetic algorithm in this paper, the
optimization effect is observed clearly through the three-dimensional simulation diagram. It provides a
more complete theoretical research and application of reference.

Key words: three-dimensional warehouse, multi-objective slotting optimization, genetic algorithm;
Matlab simulation