时尚服装行业分类包装与配送问题的启发式算法

Heuristic for the assort-packing and distribution problem in the fashion apparel industry

International Journal of Production Research · 2017
被引 10
ABS 3

中文导读

研究了时尚服装行业中分类包装与配送问题,提出一种优化模型和启发式算法,帮助确定包装箱类型、尺寸配置及配送数量,数值实验表明算法优于基准方法。

Abstract

We model and derive an algorithm for the assort-packing and distribution problem (APDP) in the fashion apparel industry. Assort-packing is a common method used to reduce the distribution lead time between manufacturers and retailers, wherein different items are packed together in one box according to the retailers’ demands. Specifically, in the fashion industry, multiple box types are configured by varying the size distribution of the same apparel product. In this study, we propose an optimisation model to quantitatively solve the APDP with respect to how many box types should be configured, how to configure the size distribution in each box, and how many of each type of box should be sent to stores. In particular, the modelling and algorithm development focus on the size-assorted homogeneous-article configuration in the APDP, a widely used assort-packing method in the fashion industry. We show that the APDP is NP-hard, and propose a heuristic algorithm in which a pre-processing step significantly reduces the search space. Numerical studies of the industry scale are conducted and show that the algorithm outperforms the benchmarking algorithms.

运筹学供应链管理服装行业优化算法