Enhanced ant colony algorithm with communication mechanism for mobile robot path planning

W Hou, Z Xiong, C Wang, H Chen - Robotics and Autonomous Systems, 2022 - Elsevier
In mobile robot path planning, the ant colony algorithm has the problem that the historical
paths explored by ants cannot be fully utilized. With this in mind, in this paper an enhanced …

The free step length ant colony algorithm in mobile robot path planning

MR Zeng, L Xi, AM Xiao - Advanced Robotics, 2016 - Taylor & Francis
An improved ant colony algorithm was proposed with the unlimited step length of finding
optimal path. It aims at the shortcomings of the traditional ant colony algorithms such as the …

[HTML][HTML] Mobile Robot Path Planning Based on Ant Colony Algorithm With A* Heuristic Method

X Dai, S Long, Z Zhang, D Gong - Frontiers in neurorobotics, 2019 - frontiersin.org
This paper proposes an improved ant colony algorithm to achieve efficient searching
capabilities of path planning in complicated maps for mobile robot. The improved ant colony …

An enhanced heuristic ant colony optimization for mobile robot path planning

W Gao, Q Tang, B Ye, Y Yang, J Yao - Soft Computing, 2020 - Springer
To realize a fast and efficient path planning for mobile robot in complex environment, an
enhanced heuristic ant colony optimization (EH-ACO) algorithm is proposed. Four strategies …

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

Q Luo, H Wang, Y Zheng, J He - Neural Computing and Applications, 2020 - Springer
To solve the problems of local optimum, slow convergence speed and low search efficiency
in ant colony algorithm, an improved ant colony optimization algorithm is proposed. The …

Mobile robot path planning based on parameter optimization ant colony algorithm

W Zhangqi, Z Xiaoguang, H Qingyao - Procedia Engineering, 2011 - Elsevier
The basic ant colony algorithm for mobile robot path planning exists many problems, such
as lack of stability, algorithm premature convergence, more difficult to find optimal solution …

Mobile robot path planning using an improved ant colony optimization

K Akka, F Khaber - International Journal of Advanced …, 2018 - journals.sagepub.com
Ant colony algorithm is an intelligent optimization algorithm that is widely used in path
planning for mobile robot due to its advantages, such as good feedback information, strong …

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

Y Zhang, D Pang - 2022 IEEE 6th Information Technology and …, 2022 - ieeexplore.ieee.org
In this paper, we address the problem that in path planning research, the traditional ant
colony algorithm suffers from slow convergence and is easily trapped in local optimal …

Ant colony system algorithm for real-time globally optimal path planning of mobile robots

TAN Guan-Zheng, HE Huan, A Sloman - Acta automatica sinica, 2007 - Elsevier
A novel method for the real-time globally optimal path planning of mobile robots is proposed
based on the ant colony system (ACS) algorithm. This method includes three steps: the first …

Modified adaptive ant colony optimization algorithm and its application for solving path planning of mobile robot

L Wu, X Huang, J Cui, C Liu, W Xiao - Expert Systems with Applications, 2023 - Elsevier
As the key point for auto-navigation of mobile robot, path planning is a research hotspot in
the field of robot. Generally, the ant colony optimization algorithm (ACO) is one of the …