个人信息Personal Information
教授
博士生导师
硕士生导师
性别:男
毕业院校:大连理工大学
学位:博士
所在单位:船舶工程学院
学科:船舶与海洋结构物设计制造
办公地点:综合试验2#楼403室
联系方式:0411-84706352
电子邮箱:yjliu@dlut.edu.cn
基于遗传算法的水火弯板工艺参数预报方法研究
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论文类型:期刊论文
发表时间:2022-06-29
发表刊物:大连理工大学学报
所属单位:运载工程与力学学部
期号:2
页面范围:235-240
ISSN号:1000-8608
摘要:Plate processing time and goodness of fit of shrinkage ratio curve are taken as two objective functions to build the mathematical model of the optimization issue of line heating technology parameters, and then the two objective optimization problems are translated into one by changing power coefficients. Based on hiberarchy genetic algorithm (HGA), the interpolation function with cubic spline, error analysis, etc. is used to change the objective function into individual fitness function of colony. Combining three constraints, which include the number of heating lines, the space between lines and the shrink quantity of line, HGA coding is constructed, and the inner coding and outer coding adopt different heredity arithmetic operators in inherit operating. Finally, the optimization issue of line heating technology parameters is solved. It is proved that the method can give fine prediction of line heating technique parameter for steel shell plate.
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