Chrome Extension
WeChat Mini Program
Use on ChatGLM
VIPCreated with Sketch.

基于混合遗传算法的海军航空兵场站物资配送车辆调度智能优化

YAN Zhe,WANG Minle,WANG Jiangpeng,YAN Shaoqiang,WU Fengxuan

Systems Engineering and Electronics（2023）

Cited 0|Views0
No score
Abstract
为提升海军航空兵场站物资配送车辆调度效率,根据海军航空兵场站物资配送任务特点,建立了物资配送车辆调度优化模型,提出了混合遗传算法(hybrid genetic algorithm,HGA)对模型进行了求解.在HGA中引入了模拟退火(simulated annealing,SA)操作对经典遗传算法(genetic algorithm,GA)进行了改进:选择适合模型的编码方式和交叉算子;使用类似路径构造的方法构建初始种群;在遗传操作产生子种群之后,通过SA操作寻找子种群邻域中的潜在优秀个体,提升算法局部搜索能力.最后,通过与经典GA的对比实验,验证了所提算法的有效性和可靠性.
More
Key words
hybrid genetic algorithm(HGA),naval aviation station,material distribution,intelligent optimization
AI Read Science
Must-Reading Tree
Example
Generate MRT to find the research sequence of this paper
Chat Paper
Summary is being generated by the instructions you defined