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Production Sequencing of Mixed-model Assembly Lines Based on Simulated Annealing Algorithm

机译:基于模拟退火算法的混合模型装配线生产排序

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Due to the difference of work procedure and operation time of different products on mixed-model assembly line of car-manufacturing enterprises, production sequencing problem must be resolved in order to guarantee regular work of mixed-model assembly line. Aiming at this objective the level is kept at a constant and the usage rate of every part is used on the mixed-model assembly line. The mathematical model of production sequencing problem is presented, which solves out large-sized combinatorial optimization problem, especially NP-hard class of combinatorial optimization problem of an approximation method which is a simulated annealing algorithm to resolve production sequencing problem of mixed-model assembly lines. Results indicate that the method overcomes shortcomings of the extant approximation methods that lost universal property because of concentration on characteristics of special problems, or lost practical utility because of optimal solution quality strongly depending on selection of initial feasible solution. This is better than goal chasing algorithm that is used in quality of solution. This demonstrates that simulated annealing algorithm is a new method for effective solving production sequencing of mixed-model assembly line.
机译:由于汽车制造企业混合模型装配线上不同产品的工作程序和工作时间的差异,必须解决生产排序问题,以保证混合模型装配生产线的正常工作。为了这个目标,水平保持恒定,并且在混合模型装配线上使用每个零件的使用率。提出了生产排序问题的数学模型,解决了大型组合优化问题,特别是解决了混合模型装配线生产排序问题的模拟退火算法的近似方法NP-hard类组合优化问题。 。结果表明,该方法克服了现有的近似方法的缺点,该方法由于专注于特殊问题的特性而失去了通用性,或者由于最佳解决方案质量而极大地依赖于初始可行解的选择而失去了实用性。这比解决方案质量中使用的目标跟踪算法更好。这表明模拟退火算法是一种有效解决混合模型装配线生产排序问题的新方法。

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