中国机械工程2026，Vol.37Issue(4)：846-854,865,10.DOI:10.3969/j.issn.1004-132X.2026.04.009
滚齿刀具和控制参数超启发优化与决策
Hyper-heuristic Optimization and Decision-making of Hobs and Control Parameters
摘要
Abstract
To address the issues of automatic selection of heuristic algorithms in hobbing tools and con-trol parameter optimization,as well as parameter decision-making under the fuzzy expression of users·em-phasis on machining performance,a method for optimizing and deciding hobbing tools and control param-eters was proposed based on an improved hyper-heuristic algorithm and fuzzy TOPSIS.The spectral clus-tering algorithm was used to determine the upper and lower limits of parameters based on historical machin-ing datas.With carbon emissions,cutting time,and quality as optimization objectives,an improved multi-objective hyper-heuristic algorithm was used to obtain optimized hobbing parameters(non-dominated solu-tions).Based on the user·s emphasis on machining performance,fuzzy TOPSIS was employed to rank the optimized hobbing parameters and select the parameters that best met the user·s requirements.Experiments verified the feasibility and effectiveness of the proposed method.关键词
滚齿/刀具和控制参数/多目标优化/决策/超启发Key words
gear hobbing/hob and control parameter/multi-objective optimization/decision-making/hyper-heuristic分类
机械制造引用本文复制引用
曹卫东,汪袁烁,李闽榕,陈富祺,陈行政,吴电建,胡可心..滚齿刀具和控制参数超启发优化与决策[J].中国机械工程,2026,37(4):846-854,865,10.基金项目
国家自然科学基金(52305532) （52305532）
中央高校基本科研业务费专项资金(B230201023) （B230201023）
江苏省输配电装备技术重点实验室开放课题(2023JSSPD08) （2023JSSPD08）
江苏省青年科技人才托举工程(JSTJ-2024-502) （JSTJ-2024-502）
