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基于模糊匹配的板坯入库优化决策问题模型及求解

涂雪平 施灿涛 李铁克

北京科技大学学报2011,Vol.33Issue(3):376-382,7.
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

涂雪平 1施灿涛 2李铁克3

作者信息

  • 1. 北京科技大学经济管理学院,北京,100083
  • 2. 钢铁生产制造执行系统技术教育部工程研究中心,北京,100083
  • 3. 东方电气东方锅炉股份有限公司项目部,自贡,643000
  • 折叠

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)

北京科技大学学报

OA北大核心CSCDCSTPCD

2095-9389

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