A comparative review on mobile robot path planning: Classical or meta-heuristic methods?

MN Ab Wahab, S Nefti-Meziani, A Atyabi - Annual Reviews in Control, 2020 - Elsevier
The involvement of Meta-heuristic algorithms in robot motion planning has attracted the
attention of researchers in the robotics community due to the simplicity of the approaches …

Virtual obstacles for sensors incapacitation in robot navigation: A systematic review of 2D path planning

T Ngwenya, M Ayomoh, S Yadavalli - Sensors, 2022 - mdpi.com
The field of mobile robot (MR) navigation with obstacle avoidance has largely focused on
real, physical obstacles as the sole external causative agent for navigation impediment. This …

Robot path planning of improved adaptive Ant Colony System Algorithm based on Dijkstra

C Gu, A Feng, G Wang, X Liu - Journal of robotics, 2022 - Wiley Online Library
Path planning is one of the key technologies of robot. Aiming at the problems of slow
convergence speed and inefficient search of traditional Ant Colony System Algorithm, an …

Bionic path planning fusing episodic memory based on RatSLAM

S Yu, H Xu, C Wu, X Jiang, R Sun, L Sun - Biomimetics, 2023 - mdpi.com
Inspired by rodents' ability to navigate freely in a given space, bionavigation systems provide
alternatives to traditional probabilistic solutions. This paper proposed a bionic path planning …

Collective Intelligence: A Comprehensive Review of Metaheuristic Algorithms Inspired by Animals

F Valdez - … LEARNING AND INTELLIGENCE: Volume 2: Deep …, 2022 - World Scientific
In this chapter, a survey on the optimization methods based on collective intelligence (CI)
with animal behavior is described. The review presents some methods such as cuckoo …

Path Planning for an Autonomous Vehicle based on the Ant Colony Algorithm: A Review

DW Sari, S Dwijayanti… - … International Workshop on …, 2023 - ieeexplore.ieee.org
Efficient path planning technology for autonomous vehicles not only yields significant time
savings but also contributes to reducing fuel usage. Various methodologies have been …

Optimal A* Path Planning with Ant Colony Optimization on Multi-Robot Task Allocation for Manufacturing Model

R Praserttaweelap… - 2021 IEEE 8th …, 2021 - ieeexplore.ieee.org
This paper presents the optimal path planning by using A* with ant colony optimization
based on the multi-robot systems. The purpose of this research is to design an appropriate …

Design of Path Planning Algorithm for Tourist Attractions Based on Deep Learning

W Tong, Y Ruan - 2023 2nd International Conference on 3D …, 2023 - ieeexplore.ieee.org
There is no reasonable tourism planning route, the number of individual tourist attractions is
too large, resulting in a low tourist safety factor, and the number of tourists in a few scenic …

Design of Intelligent Path-finding Algorithm for Sweeping Robot Based on BP Neural Network Model

Y Liu, F Huang, T Xiang - 2023 2nd International Conference …, 2023 - ieeexplore.ieee.org
Cleaning is a repetitive and time-consuming job. Although there are many kinds of vacuum
cleaners that can make people get rid of the traditional cleaning tools, they still can't get rid …

OPTIMAL PATH ALGORITHM OF DYNAMIC PATH GUIDANCE SYSTEM AND IMPLEMENTATION OF RELATED SOFTWARE APPLICATION.

H Wang, Z Zhang - Dynamic Systems and Applications, 2021 - go.gale.com
The route guidance system is the core part of the intelligent transportation system. It can
provide reasonable travel planning for travelers, which is of great benefit to improving …