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一种求解延迟工件数最小的混合流水车间调度问题的模拟退火算法
引用本文:帅天平,余金果,孙玲.一种求解延迟工件数最小的混合流水车间调度问题的模拟退火算法[J].运筹学学报,2013,17(2):41-47.
作者姓名:帅天平  余金果  孙玲
作者单位:1. 北京邮电大学理学院,北京 100876 2. 首钢自动化信息技术有限公司信息事业部,北京 100042
基金项目:国家自然科学基金,中央高校基本科研业务费专项资金
摘    要:针对延迟工件数最小的混合流水车间调度问题,给出了一种改进的模拟退火求解算法. 该算法首先给出一个启发式算法来获得初始解,然后用模拟退火算法对初始解改进. 通过交换工件在第一阶段的排序来获得一个新的解,采用最先空闲设备分配规则和先到先被加工规则,对工件在剩余各级的工序进行调度. 实验仿真表明算法是可行有效的.

关 键 词:延迟工件  混合流水车间调度  模拟退火算法  
收稿时间:2012-11-07

A simulated annealing algorithm for the hybrid flow shop scheduling to minimize the number of tardy jobs
SHUAI Tianping , YU Jinguo , SUN Ling.A simulated annealing algorithm for the hybrid flow shop scheduling to minimize the number of tardy jobs[J].OR Transactions,2013,17(2):41-47.
Authors:SHUAI Tianping  YU Jinguo  SUN Ling
Institution:1. Beijing University of Posts and Telecommunications, Beijing 100876, China 2. Information Department, Shougang Automation and Information Technology CO.,  LTD, Beijing 100042, China
Abstract:This paper considers the scheduling problem of hybrid flow shop scheduling which the involves total number of tardy jobs. An improved simulated annealing algorithm is proposed for its solution. The initial seed solution is obtained by a heuristic algorithm, then optimizes the solution by the simulated annealing algorithm. New schedule can be obtained by selecting two jobs randomly and interchanging them. In conjunction with the first come first service rule and first available machine rule to construct a schedule for the overall stages. Numerical results indicate the algorithm is feasible and efficient.
Keywords:tardy jobs  hybrid flow shop scheduling  simulated annealing algorithm
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