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Load distribution optimization of hot strip rolling based on novel hybrid immune PSO algorithm
基于新型免疫粒子群优化的热连轧负荷分配策略*

Keywords: artificial immune algorithm,particle swarm optimization(PSO),load distribution
人工免疫算法
,粒子群优化,负荷分配

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Abstract:

For the load distribution problem of hot strip rolling, this paper presented a novel optimization strategy. First proposed a new hybrid immune particle swarm optimization algorithm. Adjusted the population concentration through the clonal selection operator, so realized the high affinity of the individual and the diversity of the population. Then used this hybrid algorithm to optimize the load distribution to obtain the data of optimized pressing rate. Then constructed a neural network for load distribution calculation based on these data. Experiment results show that the proposed hybrid algorithm and optimization stra-tegy can achieve good performance and is practical for field application.

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