Solving the Programming Problem in Reconfigurable Manufacturing System Based on Genetic Algorithm and Tabu Search
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摘要: 针对可重构制造系统的生产计划问题提出了一种采用遗传算法与设禁搜索相结合的 方法.文中将该类问题用含有模糊数的整数规划问题进行建模,算法采用遗传算法作为算法的 框架结构,将设禁搜索和模糊规则结合在种子的变异过程之中.通过数学仿真,可以得到一个很 满意的结果.Abstract: This paper presents an approach based on genetic algorithm and tabu-search to solve the programming problem in reconfigurable manufacturing system. The programming problem is modeled as a fuzzy integral programming problem. It combines genetic algorithm with tabu-search and fuzzy rule ,and can make the seed mutation along the prior direction. Numerical analysis has shown the result is satisfactory.
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