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
  • [31] Fast genetic algorithm for robot path planning
    Lee, J.
    Kang, B. -Y.
    Kim, D. -W.
    ELECTRONICS LETTERS, 2013, 49 (23) : 1449 - 1451
  • [32] Genetic Algorithm Based Robot Path Planning
    Liao WeiQiang
    INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION, VOL 1, PROCEEDINGS, 2008, : 56 - 59
  • [33] Niche genetic algorithm for robot path planning
    Hu, Xuanzi
    Me, Cunxi
    ICNC 2007: THIRD INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 2, PROCEEDINGS, 2007, : 774 - +
  • [34] A Robot Path Planning Method Based on Improved Genetic Algorithm and Improved Dynamic Window Approach
    Li, Yue
    Zhao, Jianyou
    Chen, Zenghua
    Xiong, Gang
    Liu, Sheng
    SUSTAINABILITY, 2023, 15 (05)
  • [35] Application of Improved Genetic Algorithm to Unmanned Surface Vehicle Path Planning
    Long, Yang
    Su, Yixin
    Zhang, Huajun
    Li, Ming
    PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS), 2018, : 209 - 212
  • [36] An Improved Chicken Swarm Optimization Algorithm and its Application in Robot Path Planning
    Liang, Ximing
    Kou, Dechang
    Wen, Long
    IEEE ACCESS, 2020, 8 (08): : 49543 - 49550
  • [37] Application of Improved Moth-Flame Optimization Algorithm for Robot Path Planning
    Dai, Xuefeng
    Wei, Yang
    IEEE ACCESS, 2021, 9 : 105914 - 105925
  • [38] Application of multi-objective optimization genetic algorithm to robot path planning
    Shen, Xiao-Ning
    Guo, Yu
    Chen, Qing-Wei
    Hu, Wei-Li
    Nanjing Li Gong Daxue Xuebao/Journal of Nanjing University of Science and Technology, 2006, 30 (06): : 659 - 663
  • [39] Field Complete Coverage Path Planning Based on Improved Genetic Algorithm for Transplanting Robot
    Wu, Xizhi
    Bai, Jinqiang
    Hao, Fengqi
    Cheng, Guanghe
    Tang, Yongwei
    Li, Xiuhua
    MACHINES, 2023, 11 (06)
  • [40] Improved Genetic Algorithms for Mobile Robot Path Planning
    Zhang, Rui
    Shi, LianShuan
    Xia, WenXin
    Ma, LeRong
    2023 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE INNOVATION, ICAII 2023, 2023, : 36 - 43