Applications of Cultural Ant Colony Optimization in Optimal Excavator Mechanisms Design

被引:3
|
作者
Xie, Peiqing [1 ]
Lin, Shuwen [1 ]
机构
[1] Fuzhou Univ, Coll Mech Engn & Automat, Fuzhou 350108, Peoples R China
来源
关键词
Cultural Ant Colony Optimization; excavator; mechanism; design; knowledge;
D O I
10.4028/www.scientific.net/AMR.479-481.1857
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In allusion to the low efficiency and unsatisfactory result of the tradional optimization algorithms in existence for engineering design optimization,this paper proposes a cultural ant colony optimization(CACO) algorithm for application in design optimization of excavator's mechanisms to improve the excavator's performance efficiently. Through testing and verifying experiments,it is concluded that CACO can discovery knowledge during optimization process and use the knowledge to guide the heuristic searching process,furthennore,it is an appropriate algorithm for the optimization of excavator mechanisms. CACO costs less time and can get better quality solution to improve excavator's main porformances.
引用
收藏
页码:1857 / 1862
页数:6
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