TY - GEN
T1 - Application of variable step size beetle antennae search optimization algorithm in the study of spatial cylindrical errors
AU - Wang, Chen
AU - Wang, Yi
AU - Wang, Kesheng
PY - 2020/1/3
Y1 - 2020/1/3
N2 - Based on the establishment of mathematical model of spatial cylindrical error evaluation, this article solves the objective function of the minimum cylindrical error area by beetle antennae search algorithm. At the same time, the problem of the beetle antennae search algorithm is not high, and it is easy to fall into the local optimal solution. The variable step beetle antennae algorithm is designed to improve the calculation accuracy. According to the actual data collected by three coordinate machine, the calculation results of this algorithm are compared with those of other methods, and the feasibility and superiority of this algorithm are verified.
AB - Based on the establishment of mathematical model of spatial cylindrical error evaluation, this article solves the objective function of the minimum cylindrical error area by beetle antennae search algorithm. At the same time, the problem of the beetle antennae search algorithm is not high, and it is easy to fall into the local optimal solution. The variable step beetle antennae algorithm is designed to improve the calculation accuracy. According to the actual data collected by three coordinate machine, the calculation results of this algorithm are compared with those of other methods, and the feasibility and superiority of this algorithm are verified.
U2 - 10.1007/978-981-15-2341-0_81
DO - 10.1007/978-981-15-2341-0_81
M3 - Conference contribution
SN - 9789811523403
T3 - Advanced Manufacturing and Automation IX
SP - 646
EP - 653
BT - Advanced Manufacturing and Automation IX (IWAMA 2019)
PB - Springer
ER -