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 …

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 …

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 …

An ant colony optimization algorithm with adaptive greedy strategy to optimize path problems

W Li, L Xia, Y Huang, S Mahmoodi - Journal of Ambient Intelligence and …, 2022 - Springer
Path planning problems have attracted the interest of more and more researchers due to its
widespread existence in recent years. For example, express delivery and food delivery …

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 …

An improved heuristic mechanism ant colony optimization algorithm for solving path planning

C Liu, L Wu, W Xiao, G Li, D Xu, J Guo, W Li - Knowledge-based systems, 2023 - Elsevier
With the development of artificial intelligence algorithms, researchers are attracted to
intelligent path planning due to its broad applications and potential development. The ant …

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 …

A mixing algorithm of ACO and ABC for solving path planning of mobile robot

G Li, C Liu, L Wu, W Xiao - Applied Soft Computing, 2023 - Elsevier
Path planning is involved in many applications such as trajectory planning, mobile robotics,
pipeline layout, etc. Researchers use artificial intelligence algorithms to solve path planning …

[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 …