TY - JOUR
T1 - Target allocation algorithm in formation cooperative air-to-ground attacking based on IBPSO
AU - Xia, Qing Jun
AU - Zhang, An
AU - Zhang, Yao Zhong
PY - 2010/9
Y1 - 2010/9
N2 - According to the characteristics of target allocation in formation cooperative air-to-ground combat (FCAGC), some issues about the application of improved binary particle swarm optimization (IBPSO) to target allocation are studied. Firstly, by computing the income and cost of damaging targets, an evaluation standard of target allocation is set up. Secondly, the formulas about the velocity and position of binary particle swarm optimization are improved by introducing into a series of operators. Then, IBPSO is applied to target allocation. Simulation results show that IBPSO has a more powerful global search capability and faster convergence velocity than the genetic algorithm (GA).
AB - According to the characteristics of target allocation in formation cooperative air-to-ground combat (FCAGC), some issues about the application of improved binary particle swarm optimization (IBPSO) to target allocation are studied. Firstly, by computing the income and cost of damaging targets, an evaluation standard of target allocation is set up. Secondly, the formulas about the velocity and position of binary particle swarm optimization are improved by introducing into a series of operators. Then, IBPSO is applied to target allocation. Simulation results show that IBPSO has a more powerful global search capability and faster convergence velocity than the genetic algorithm (GA).
KW - Formation cooperative air-to-ground combat (FCAGC)
KW - Improved binary particle swarm optimization (IBPSO)
KW - Soft kill weapon system
KW - Target allocation
UR - http://www.scopus.com/inward/record.url?scp=77957969267&partnerID=8YFLogxK
U2 - 10.3969/j.issn.1001-506X.2010.09.32
DO - 10.3969/j.issn.1001-506X.2010.09.32
M3 - 文章
AN - SCOPUS:77957969267
SN - 1001-506X
VL - 32
SP - 1937
EP - 1940
JO - Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics
JF - Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics
IS - 9
ER -