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求解炼钢连铸生产调度问题的改进算法
引用本文:苏志雄,李铁克,王伟玲. 求解炼钢连铸生产调度问题的改进算法[J]. 计算机工程与应用, 2011, 47(5): 242-245. DOI: 10.3778/j.issn.1002-8331.2011.05.071
作者姓名:苏志雄  李铁克  王伟玲
作者单位:北京科技大学 经济管理学院,北京 100083
摘    要:将炼钢连铸生产调度问题抽象为混和流水车间调度,建立了0-1型混合整数线性规划模型,并提出了一种遗传和线性规划相结合的求解方法。该模型通过优化钢水传搁时间来满足钢水的温度要求,通过最小化浇次开浇提前/拖期惩罚来协调连铸与热轧间的生产节奏。在算法设计中,给出了一种染色体编码来表示炉次设备指派与炉次在设备上的加工顺序方案,并探讨了相应的遗传操作。最后,仿真实验的结果表明了该算法的有效性。

关 键 词:生产调度  炼钢连铸  遗传算法  数学规划  
修稿时间: 

Improved algorithm for SM-CC production scheduling problem
SU Zhixiong,LI Tieke,WANG Weiling. Improved algorithm for SM-CC production scheduling problem[J]. Computer Engineering and Applications, 2011, 47(5): 242-245. DOI: 10.3778/j.issn.1002-8331.2011.05.071
Authors:SU Zhixiong  LI Tieke  WANG Weiling
Affiliation:School of Economics and Management,University of Science and Technology Beijing,Beijing 100083,China
Abstract:Steelmaking-Continuous Casting production(SM-CC) scheduling can be abstracted as a hybrid flow shop scheduling problem.A 0-1 mixed-integer linear programming model is established and solved by a combined genetic algorithm and linear programming approach.The model can satisfy the temperature requirement by optimizing the transport and wait time, coordinate the continuous casting and hot rolling production by minimizing the weighted sum of deviation penalties of the cast starting time.In the algorithm design,a new chromosome encoding is used to represent the charge assignment and processing sequence solution,and genetic operations are given for this coding scheme.Finally,the result of simulation experiment indicates that it is an efficient algorithm for this production scheduling problem.
Keywords:production scheduling  steelmaking-continuous casting  genetic algorithm  mathematical programming
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