首页    期刊浏览 2024年10月05日 星期六
登录注册

文章基本信息

  • 标题:Genetic Algorithm for Scattered Storage Assignment in Kiva Mobile Fulfillment System
  • 本地全文:下载
  • 作者:Mengcheng Guan ; Zhenping Li
  • 期刊名称:American Journal of Operations Research
  • 印刷版ISSN:2160-8830
  • 电子版ISSN:2160-8849
  • 出版年度:2018
  • 卷号:8
  • 期号:6
  • 页码:474-485
  • DOI:10.4236/ajor.2018.86027
  • 语种:English
  • 出版社:Scientific Research Pub
  • 摘要:Scattered storage means an item can be stored in multiple inventory bins. The scattered storage assignment problem based on association rules in Kiva mobile fulfillment system is investigated, which aims to decide the pods for each item to put on so as to minimize the number of pods to be moved when picking a batch of orders. This problem is formulated into an integer programming model. A genetic algorithm is developed to solve the large-sized problems. Computational experiments and comparison between the scattered storage strategy and random storage strategy are conducted to evaluate the performance of the model and algorithm.
  • 关键词:Scattered Storage AssignmentKiva Mobile Fulfillment SystemAssociation RulesGenetic Algorithm
国家哲学社会科学文献中心版权所有