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基于混合遺傳算法的兩流薄板坯連鑄連軋流程生產調度系統

Continuous casting and rolling process scheduling system of two-strand thin slabs based on hybrid genetic algorithm

  • 摘要: 首先建立了兩流薄板坯連鑄連軋流程生產調度規則庫.然后根據該生產流程的特點,提出了遺傳算法新的編碼、交叉、變異操作及改良的概念,并在遺傳算法的初始種群建立和改良過程中引入調度規則.在此基礎上,利用調度規則和遺傳算法相結合的混合遺傳算法建立了兩流薄板坯連鑄連軋流程生產調度系統.該調度系統可以較好地解決兩流薄板坯連鑄連軋流程的動態調度問題,進一步優化生產組織.

     

    Abstract: Schedule rules for two-strand thin slab casting and rolling were established. Based on the characteristic of the casting and rolling process, a kind of coding, crossover operator, mutation operator and the concept of amendment operator for the genetic algorithm were proposed. In the genetic algorithm, the schedule rules were introduced into the modeling of initial population and the operation of amendment. A scheduling system of two-strand thin slab casting and rolling was developed by using the schedule rules and the genetic algorithm. This system can solve the dynamic schedule problem of two-strand thin slab casting and rolling and optimize production management.

     

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