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SCHEDULING METHOD AND SYSTEM BASED ON IMPROVED VARIABLE NEIGHBORHOOD SEARCH AND DIFFERENTIAL EVOLUTION ALGORITHM
SCHEDULING METHOD AND SYSTEM BASED ON IMPROVED VARIABLE NEIGHBORHOOD SEARCH AND DIFFERENTIAL EVOLUTION ALGORITHM
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机译：基于改进的可变邻域搜索和微分进化算法的调度方法和系统
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摘要
The present invention relates to a production batch scheduling method and system based on improved variable neighborhood search and differential evolution algorithms as well as a storage medium. The method is executed by a computer, and includes: setting algorithm parameters; building a neighborhood structure; initializing a population; determining an initial solution; calculating a fitness value; locally searching; selecting a male parent; performing individual recessive variation; regenerating the population; updating the initial solution; updating a neighborhood structure of algorithmic search; and judging whether a terminal condition of algorithm execution is met, outputting a global optimal solution of the algorithmic search if so, otherwise, returning to Step 6. The present invention can obtain an approximate optimal solution in regard to a coordinated batch scheduling problem of production and transportation in the case of a manufacturer single machine based on a differential workpiece.
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