改进遗传算法在箱体零件加工路线优化中的应用
Modular Machine Tool & Automatic Manufacturing Technique(2012)
Abstract
研究了加工路线优化问题和遗传算法在此问题中的运用。在此基础上添加惩罚函数来改进适应度函数,添加自适应策略并修改选择算子来改进算法流程。最后以箱体零件为例,用VC++编程实现该算法的加工路线优化,对结果进行分析,验证了其可行性和有效性。
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Key words
process constraint,genetic algorithms,punish function,manufacturing sequence optimization,CAPP
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