[PDF][PDF] Mobile robot path planning using ant colony optimization

T Mohanraj, S Arunkumar, M Raghunath… - International Journal of …, 2014 - academia.edu
Abstract Currently Mobile Robot has been widely used in examination and navigation
particularly where static and unknown surroundings are involved. Path planning is a crucial …

Mobile robot path planning using ant colony optimization

YZ Cong, SG Ponnambalam - 2009 IEEE/ASME International …, 2009 - ieeexplore.ieee.org
In this paper, the ant colony optimization (ACO) metaheuristic is proposed to solve the
mobile robot path planning (MRPP) problem. In order to demonstrate the effectiveness of …

Optimal path planning of mobile robot with multiple target using ant colony optimization

S Ramakrishnan, CH Dagli, K Gopalakrishnan - 2006 - scholarsmine.mst.edu
In this paper, we present a path-planning algorithm for mobile robots in an environment with
obstacles. We investigate the used of Ant Colony Optimization (ACO) for determining 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 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 based on angle-guided ant colony algorithm

Y Li, Y Huang, L Ge, X Li - International Journal of Swarm …, 2022 - igi-global.com
Ant colony algorithm is easy to fall into local optimum and its convergent speed is slow in
solving mobile robot path planning. Therefore, an ant colony algorithm based on angle …

Path planning for mobile robot using an enhanced ant colony optimization and path geometric optimization

S Zhang, J Pu, Y Si, L Sun - International Journal of …, 2021 - journals.sagepub.com
Path planning of mobile robots in complex environments is the most challenging research. A
hybrid approach combining the enhanced ant colony system with the local optimization …

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 …

Mobile robot path planning using ant colony algorithm

Y Zhang, C Chen, Q Liu - International Journal of Control and …, 2016 - earticle.net
Path planning for the mobile robot is to find a shortest obstacle free path from the starting
position to the target position. Ant colony optimization method is frequently used to obtain …

[PDF][PDF] Improved Ant Colony Optimization Algorithm and Its Application on Path Planning of Mobile Robot.

J Zhao, X Fu - J. Comput., 2012 - jcomputers.us
This paper uses the grid method with coding tactic based on effective vertexes of barriers
(EVB-CT-GM) as the method of environment modeling and ant colony optimization algorithm …