Solving the path planning problem in mobile robotics with the multi-objective evolutionary algorithm

Y Xue, JQ Sun - Applied Sciences, 2018 - mdpi.com
Path planning problems involve finding a feasible path from the starting point to the target
point. In mobile robotics, path planning (PP) is one of the most researched subjects at …

Near-optimal 3d trajectory design in presence of obstacles: a convolutional neural network approach

D Sartori, D Zou, L Pei, W Yu - Robotics and Autonomous Systems, 2023 - Elsevier
This paper proposes an approach based on neural networks for designing near-optimal 3D
trajectories connecting two points separated by obstacles. A reference path is first built with …

Smooth JPS path planning and trajectory optimization method of mobile robot

H Jianmeng, WU Yuxiong, LIN Xiezhao - Nongye Jixie Xuebao …, 2021 - nyjxxb.net
Aiming at the problems of smoothness and efficiency in current path planning methods,
based on jump point search (JPS), a path planning method considering both smoothness …

Design for additive manufacturing: Optimization of piping network in compact system with enhanced path-finding approach

P Cao, Z Fan, RX Gao, J Tang - Journal of …, 2018 - asmedigitalcollection.asme.org
This research aims at unleashing the potential of additive manufacturing technology in
industrial design that can produce structures/devices with irregular component geometries to …

Two-phase A*: A real-time global motion planning method for non-holonomic unmanned ground vehicles

K Zhang, Y Yang, M Fu… - Proceedings of the …, 2021 - journals.sagepub.com
This paper presents a search-based global motion planning method, called the two-phase
A*, with an adaptive heuristic weight. This method is suitable for planning a global path in …

A focal any-angle path-finding algorithm based on A* on visibility graphs

P Cao, Z Fan, RX Gao, J Tang - arXiv preprint arXiv:1706.03144, 2017 - arxiv.org
In this research, we investigate the subject of path-finding. A pruned version of visibility
graph based on Candidate Vertices is formulated, followed by a new visibility check …

Hybrid PEM-ABC algorithm for system identification of small-scale unmanned helicopter

D Li, W Hongtao, Y Yu, S Haoyu… - Nongye Jixie Xuebao …, 2016 - nyjxxb.net
The small-scale unmanned helicopter is well-known by its hovering capabilities. However, it
exhibits a nonlinear and complex dynamic phenomenon, and it is a loop unstable, high …

[PDF][PDF] Improving Path Planning Methods in 2D Grid Maps.

VH Dang, HH Viet, ND Thang, NA Vien… - J. Comput., 2020 - jcomputers.us
Path planning for 2D grid maps has been studied for a long time, however the substantial
leaps have just been achieved with recent series of Theta* variations, which allow the found …

Data Sampling and Reasoning: Harnessing Optimization and Machine Learning for Design and System Identification

P Cao - 2018 - digitalcommons.lib.uconn.edu
The recently rapid advancements in sensing devices and computational power have caused
paradigm shift in engineering analyses: data driven and sampling-based approaches play …

[引用][C] Dynamic Map Pathfinding Using Hierarchical Pathfinding Theta-Star (HPT*) Algorithm

I Darwin, S Liawatimena - International Journal of Engineering and Emerging …, 2021