TY - JOUR
T1 - Satellite bus truss structure optimization using radial basis function
AU - Peng, Lei
AU - Liu, Li
AU - Long, Teng
PY - 2014/6
Y1 - 2014/6
N2 - In order to reduce computational cost during satellite bus structure optimization and satisfy the global convergence, the radial basis function is applied to dealling with structure optimization. As the truss structure optimization involves size, topology and geometry variables, continuous relaxation is used to treat discrete variables. Furthermore, the Lagrangian multiple method is applied to converting a constrained optimization problem to an equivalent unconstrained optimization problem with bound constraint. Then the radial basis function is used to approximate the Lagrangian function, and the optimum is obtained through using global optimization strategy for the approximated model. During the satellite bus structure optimization process, the parameter of Lagrange function and radial basis are updated until the process searches a feasible optimum. Finally, the proposed strategy is applied to a practical satellite bus truss structure, thus demonstrating the high efficiency.
AB - In order to reduce computational cost during satellite bus structure optimization and satisfy the global convergence, the radial basis function is applied to dealling with structure optimization. As the truss structure optimization involves size, topology and geometry variables, continuous relaxation is used to treat discrete variables. Furthermore, the Lagrangian multiple method is applied to converting a constrained optimization problem to an equivalent unconstrained optimization problem with bound constraint. Then the radial basis function is used to approximate the Lagrangian function, and the optimum is obtained through using global optimization strategy for the approximated model. During the satellite bus structure optimization process, the parameter of Lagrange function and radial basis are updated until the process searches a feasible optimum. Finally, the proposed strategy is applied to a practical satellite bus truss structure, thus demonstrating the high efficiency.
KW - Flight vehicle design
KW - Metamodeling
KW - Satellite bus
KW - Structure optimization
UR - http://www.scopus.com/inward/record.url?scp=84904890502&partnerID=8YFLogxK
M3 - Article
AN - SCOPUS:84904890502
SN - 1005-2615
VL - 46
SP - 475
EP - 480
JO - Nanjing Hangkong Hangtian Daxue Xuebao/Journal of Nanjing University of Aeronautics and Astronautics
JF - Nanjing Hangkong Hangtian Daxue Xuebao/Journal of Nanjing University of Aeronautics and Astronautics
IS - 3
ER -