北京科技大学学报2011,Vol.33Issue(3):376-382,7.
基于模糊匹配的板坯入库优化决策问题模型及求解
Model and algorithm for the slab location optimization decision problem based on fuzzy matching
摘要
Abstract
For solving the slab location decision problem with hybrid stowage, a slab location model using a membership function was built to express the level of matching on the related attributes of length, width and thickness between the storing slabs and stored slabs in a warehouse. According to the characteristics of the problem, a hybrid discrete particle swarm algorithm, called DPSO-MC, was proposed based on crossover and mutation in genetic algorithms. Experimental results on a real case of a steel plant demonstrate that the model and algorithm are feasible and effective.关键词
入库优化/板坯入库决策/模糊匹配/隶属度/粒子群算法Key words
inventory optimization/ slab location decision/ fuzzy matching/ membership function/ particle swarm algorithm分类
信息技术与安全科学引用本文复制引用
涂雪平,施灿涛,李铁克..基于模糊匹配的板坯入库优化决策问题模型及求解[J].北京科技大学学报,2011,33(3):376-382,7.基金项目
国家自然科学基金资助项目(No.70771008 ()
No.70371057) ()
中央高校基本科研业务费专项资金资助项目(No.FRF-AS-09-007B) (No.FRF-AS-09-007B)