Optimal path planning for robot based on ant colony algorithm

H Zhao - 2020 International Wireless Communications and …, 2020 - ieeexplore.ieee.org
With the development of computer technology and intelligent computing, robot technology
also gets more and more attention, in view of this, the robot path planning problem is also …

Optimal path planning of mobile robot based on improved ant colony algorithm

Y Zeng, D You, X Ai, X Zhang, S Wang… - 2021 4th World …, 2021 - ieeexplore.ieee.org
In the current research field of mobile robots, optimal path planning is a hot topic. Ant colony
algorithm is diffusely used in mobile robot path planning because of its its positive feedback …

Mobile robot path planning based on improved ant colony algorithm

Q Su, W Yu, J Liu - 2021 Asia-Pacific Conference on …, 2021 - ieeexplore.ieee.org
Aiming at the problem that traditional ant colony algorithm has path redundancy in mobile
robots and is easy to fall into local optimal solutions, an improved ant colony algorithm is …

Mobile robot path planning based on improved ant colony optimization algorithm

Y Jing, M Jiao, Y Chen, W Zheng… - 2020 39th Chinese …, 2020 - ieeexplore.ieee.org
ACO (ant colony algorithm) is a kind of bionic optimization algorithm developed in recent
decades, which has shown its excellent performance and great development potential in …

Research on path planning for mobile robots based on improved ACO

L Chen, Y Su, D Zhang, Z Leng, Y Qi… - 2021 36th Youth …, 2021 - ieeexplore.ieee.org
To solve the problems that the basic ant colony algorithm (ACO) is easy to fall into the local
optimum, the path is too long and there are too many turns when searching the path of the …

Robot path planning based on improved ant colony optimization

H Shuyun, T Shoufeng, S Bin… - … on Robots & …, 2018 - ieeexplore.ieee.org
Aiming at the problem of global path planning of robots under static and complicated
environment, firstly, the working environment of the robot is modeled by the grid method, and …

Dynamic path planning of mobile robot based on improved ant colony optimization algorithm

Y Liu, J Ma, S Zang, Y Min - Proceedings of the 2019 8th international …, 2019 - dl.acm.org
Aiming at the problem that the traditional ant colony algorithm (ACO) has poor solution
quality in the dynamic path planning process, this paper proposes an improved ACO. Firstly …

Application of improved ant colony algorithm in the path planning problem of mobile robot

M Cao, Y Yang, L Wang - Proceedings of the 2019 3rd High …, 2019 - dl.acm.org
In this paper a global path planning method for mobile robots based on improved ant colony
algorithm was proposed. Which overcome the problem that the traditional ant colony …

Research on robot global path planning based on improved A-star ant colony algorithm

X Lan, X Lv, W Liu, Y He… - 2021 IEEE 5th Advanced …, 2021 - ieeexplore.ieee.org
Aiming at the problems of ant colony algorithm in robot global path planning, such as slow
convergence speed, large number of iterations, and long search time, an improved path …

Research on robot path planning based on Dijkstra and Ant colony optimization

Z Nie, H Zhao - 2019 International Conference on Intelligent …, 2019 - ieeexplore.ieee.org
In this paper, the path planning problem in known environments was studied. According to
Dijkstra algorithm and ant colony optimization (ACO), we designed a hybrid algorithm to …