计算机工程与应用
計算機工程與應用
계산궤공정여응용
COMPUTER ENGINEERING AND APPLICATIONS
2013年
19期
250-253
,共4页
频率禁区%结构优化%桁架%自适应协方差矩阵进化策略算法(CMA-ES)
頻率禁區%結構優化%桁架%自適應協方差矩陣進化策略算法(CMA-ES)
빈솔금구%결구우화%항가%자괄응협방차구진진화책략산법(CMA-ES)
frequency forbidden zone%structural optimization%truss%Covariance Matrix Adaptation Evolution Strategy(CMA-ES) algorithm
有频率禁区的桁架结构优化设计是在结构保证静态强度的前提下,通过调整构件的截面或节点坐标来改变结构的动力特性,从而避开激振频率带宽。自适应协方差矩阵进化策略(CMA-ES)算法是一种寻优效率高、鲁棒性好的全局优化算法,对处理复杂的非线性多维度的优化问题有很好的适应性。在考虑工艺可行性的基础上,结合有限元分析软件,提出了基于CMA-ES算法的有频率禁区的桁架结构优化设计方法。算例研究表明,该方法是可行的,与传统优化方法、粒子群优化方法相比较,具有全局寻优性能好、效率高的优点。
有頻率禁區的桁架結構優化設計是在結構保證靜態彊度的前提下,通過調整構件的截麵或節點坐標來改變結構的動力特性,從而避開激振頻率帶寬。自適應協方差矩陣進化策略(CMA-ES)算法是一種尋優效率高、魯棒性好的全跼優化算法,對處理複雜的非線性多維度的優化問題有很好的適應性。在攷慮工藝可行性的基礎上,結閤有限元分析軟件,提齣瞭基于CMA-ES算法的有頻率禁區的桁架結構優化設計方法。算例研究錶明,該方法是可行的,與傳統優化方法、粒子群優化方法相比較,具有全跼尋優性能好、效率高的優點。
유빈솔금구적항가결구우화설계시재결구보증정태강도적전제하,통과조정구건적절면혹절점좌표래개변결구적동력특성,종이피개격진빈솔대관。자괄응협방차구진진화책략(CMA-ES)산법시일충심우효솔고、로봉성호적전국우화산법,대처리복잡적비선성다유도적우화문제유흔호적괄응성。재고필공예가행성적기출상,결합유한원분석연건,제출료기우CMA-ES산법적유빈솔금구적항가결구우화설계방법。산례연구표명,해방법시가행적,여전통우화방법、입자군우화방법상비교,구유전국심우성능호、효솔고적우점。
For depart frequency bandwidth, the method is to adjust component sections or nodes’coordinates to change the dynamic characteristics on premise of static intensity being satisfied, so called optimization design of truss structure with frequency forbidden zone. Covariance Matrix Adaptation Evolution Strategy(CMA-ES), which is a global optimization algorithm with the advantages of high efficiency and robustness, has become a powerful tool for solving highly nonlinear multidimensional optimi-zation problems. Combining finite element method, an optimal method of truss structure with frequency forbidden zone based on CMA-ES algorithm is proposed. The results of examples show that the method is feasible and has the merits of excellent global optimization performance and efficiency compared with traditional and Particle Swarm Optimization(PSO)method.