TY - GEN
T1 - Control Application Based on Multi-objective Simulated Annealing Algorithm
AU - Wang, Xiang
AU - Lu, Guanyu
AU - Lu, Mingyu
AU - Liu, Jiajun
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021/9/24
Y1 - 2021/9/24
N2 - The application of drones is a recent hot research topic. We need to use drones based on some optimization algorithms to find the best path for simulation data. We will use Monte Carol to simulate the initial solution to establish a multiobjective simulated annealing algorithm to arrange the UAV and balance two main goals: safety and cost. We also use other factors as parameters, including the size and frequency of the destination. We applied the algorithm to the simulated data and got the solution result. In addition, we conducted a sensitivity analysis on the outer loop parameters of the simulated annealing algorithm. At the same time, the model was evaluated, and its development prospects were forecasted.
AB - The application of drones is a recent hot research topic. We need to use drones based on some optimization algorithms to find the best path for simulation data. We will use Monte Carol to simulate the initial solution to establish a multiobjective simulated annealing algorithm to arrange the UAV and balance two main goals: safety and cost. We also use other factors as parameters, including the size and frequency of the destination. We applied the algorithm to the simulated data and got the solution result. In addition, we conducted a sensitivity analysis on the outer loop parameters of the simulated annealing algorithm. At the same time, the model was evaluated, and its development prospects were forecasted.
KW - GIS
KW - MTSP (multiple traveling salesman problem)
KW - Simulated Annealing
KW - UAV
UR - http://www.scopus.com/inward/record.url?scp=85118948691&partnerID=8YFLogxK
U2 - 10.1109/CEI52496.2021.9574526
DO - 10.1109/CEI52496.2021.9574526
M3 - Conference Proceeding
AN - SCOPUS:85118948691
T3 - 2021 IEEE International Conference on Computer Science, Electronic Information Engineering and Intelligent Control Technology, CEI 2021
SP - 708
EP - 714
BT - 2021 IEEE International Conference on Computer Science, Electronic Information Engineering and Intelligent Control Technology, CEI 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2021 IEEE International Conference on Computer Science, Electronic Information Engineering and Intelligent Control Technology, CEI 2021
Y2 - 24 September 2021 through 26 September 2021
ER -