Application of the improved genetic algorithm in robot path planning

被引:0
|
作者
Wang Rui [1 ]
Wang Jinguo [2 ]
Wang Na [3 ]
机构
[1] Jilin Business & Technol Coll, Dept Informat Engn, Changchun, Peoples R China
[2] Jilin Univ, Dept Urol, Hosp 1, Changchun, Peoples R China
[3] Jilin Univ, Dept Anaesthesiol, Hosp 1, Changchun, Peoples R China
关键词
genetic algorithm; mobile robot; path planning;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In order to improve the algorithm efficiency, expand the scope of application, we study the mobile robot path planning technology based on improved genetic algorithm. In this paper, we design a new adaptive function, which contains the path length information, the collision penalty factor, and the path gap factor. Experimental results express that the method can search the optimal path between the starting point and the target point.
引用
收藏
页码:1081 / 1084
页数:4
相关论文
共 50 条
  • [41] Mobile Robot Path Planning Based on an Improved A* Algorithm
    Zhao X.
    Wang Z.
    Huang C.
    Zhao Y.
    Zhao, Yanwei (zyw@zjut.edu.cn), 2018, Chinese Academy of Sciences (40): : 903 - 910
  • [42] Improved Astar algorithm for path planning of marine robot
    Wang, Zhao
    Xiang, Xianbo
    2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 5410 - 5414
  • [43] Improved RRT* Algorithm for Disinfecting Robot Path Planning
    Wang, Haotian
    Zhou, Xiaolong
    Li, Jianyong
    Yang, Zhilun
    Cao, Linlin
    SENSORS, 2024, 24 (05)
  • [44] Improved Bidirectional RRT* Algorithm for Robot Path Planning
    Xin, Peng
    Wang, Xiaomin
    Liu, Xiaoli
    Wang, Yanhui
    Zhai, Zhibo
    Ma, Xiqing
    SENSORS, 2023, 23 (02)
  • [45] Path Planning of Mobile Robot Based on Improved A* Algorithm
    Lin, Mingxiu
    Yuan, Kai
    Shi, Chenzhi
    Wang, Yutong
    2017 29TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2017, : 3570 - 3576
  • [46] An Improved RRT* Path Planning Algorithm for Service Robot
    Wang, Wei
    Gao, Hongli
    Yi, Qize
    Zheng, Kaiyuan
    Gu, Tengda
    PROCEEDINGS OF 2020 IEEE 4TH INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC 2020), 2020, : 1824 - 1828
  • [47] An improved ant colony algorithm for robot path planning
    Liu, Jianhua
    Yang, Jianguo
    Liu, Huaping
    Tian, Xingjun
    Gao, Meng
    SOFT COMPUTING, 2017, 21 (19) : 5829 - 5839
  • [48] Path Planning of Mobile Robot with Improved RRT Algorithm
    Li, Zijian
    Yang, Zhiqiang
    Gao, Huanbing
    Wang, Xueqiu
    NEURAL COMPUTING FOR ADVANCED APPLICATIONS, NCAA 2024, PT II, 2025, 2182 : 3 - 16
  • [49] Robot Path Planning and Experiment with an Improved PSO Algorithm
    Kang Y.
    Jiang C.
    Qin Y.
    Ye C.
    Jiqiren/Robot, 2020, 42 (01): : 71 - 78
  • [50] An improved ant colony algorithm for robot path planning
    Jianhua Liu
    Jianguo Yang
    Huaping Liu
    Xingjun Tian
    Meng Gao
    Soft Computing, 2017, 21 : 5829 - 5839