船舶雷达视频图像监控系统的工作性能直接取决于雷达图像的处理效率和精度,随着雷达系统数据量的不断增加,基于云计算技术进行图像处理器和资源的调度成为一项具有重要潜力的技术。本文从云计算资源调度的原理、船舶凸显处理系统的原理等方面进行详细介绍,研究一种基于遗传算法和模拟退火算法相结合的船舶图像处理多任务调度算法。仿真结果表明,基于遗传算法和模拟退火算法的图像处理多任务调度算法具有效率高、可操作性强等优点。
The performance of ship radar video image monitoring system directly depends on the efficiency and accuracy of radar image processing. With the increasing amount of radar system data, image processor and resource scheduling based on cloud computing technology has become an important potential technology. This paper introduces the principle of cloud computing resource scheduling and the principle of ship prominence processing system in detail, and studies a ship image processing multi-task scheduling algorithm based on genetic algorithm and simulated annealing algorithm. The simulation results show that. The multi-task scheduling algorithm based on genetic algorithm and simulated annealing algorithm has the advantages of high efficiency and strong operability.
2023,45(11): 163-166 收稿日期:2023-01-03
DOI:10.3404/j.issn.1672-7619.2023.11.034
分类号:TP751
基金项目:国家自然科学基金资助项目(52105528)
作者简介:周芸(1981-),女,硕士,副教授,研究方向为计算机应用
参考文献:
[1] 陶蕾, 王英林, 付佳宇. 基于遗传模拟退火算法的逆变器谐波消除技术研究[J]. 机电工程技术, 2022, 51(9): 258–262
TAO Lei, WANG Ying-lin, FU Jia-yu. Research on harmonic cancellation technology of inverter based on genetic simulated annealing algorithm[J]. Mechanical and Electrical Engineering Technology, 2022, 51(9): 258–262
[2] 陈刚, 王志坚. 基于混合蚁群优化的边缘计算细粒度任务调度方法[J]. 计算机测量与控制, 2022, 30(11): 233–239
CHEN Gang, WANG Zhi-jian. Fine-grained task scheduling method for edge computing based on hybrid ant colony optimization[J]. Computer Measurement and Control, 2022, 30(11): 233–239
[3] 邓勇琛, 胡忠波, 王素贞. 边缘计算环境下的任务调度综述[J]. 河北省科学院学报, 2022, 39(4): 1–7
DENG Yong-chen, HU Zhong-bo, WANG Su-zhen. Review of task scheduling in edge computing environment[J]. Journal of Hebei Academy of Sciences, 2022, 39(4): 1–7
[4] 徐小琴, 郑旭, 王思聪, 等. 基于改进遗传退火算法的输配电网协调规划方法[J]. 电力系统保护与控制, 2021, 49(15): 124–131
XU Xiao-qin, ZHENG Xu, WANG Si-cong, et al. Coordinated planning method of transmission and distribution network based on improved genetic annealing algorithm[J]. Power System Protection and Control, 2021, 49(15): 124–131
[5] 田倬璟, 黄震春, 张益农. 云计算环境任务调度方法研究综述[J]. 计算机工程与应用, 2021, 57(2): 1–11
TIAN Zhuo-jing, HUANG Zhen-chun, ZHANG Yi-nong. Review of task scheduling methods in cloud computing environment[J]. Computer Engineering and Applications, 2021, 57(2): 1–11
[6] 孙秀巧, 王健, 巫威眺. 基于改进遗传退火算法的高速公路巡逻车路径优化调度[J]. 科学技术与工程, 2019, 19(21): 296–302
SUN Xiu-qiao, WANG Jian, WU Wei-tiao. Optimal route scheduling of highway patrol vehicles based on improved genetic annealing algorithm[J]. Science Technology and Engineering, 2019, 19(21): 296–302