An improved chaos sparrow search algorithm for UAV path planning

Y He, M Wang - Scientific reports, 2024 - nature.com
This study suggests an improved chaos sparrow search algorithm to overcome the problems
of slow convergence speed and trapping in local optima in UAV 3D complex environment …

A modified sparrow search algorithm with application in 3d route planning for UAV

G Liu, C Shu, Z Liang, B Peng, L Cheng - Sensors, 2021 - mdpi.com
The unmanned aerial vehicle (UAV) route planning problem mainly centralizes on the
process of calculating the best route between the departure point and target point as well as …

Reinforcement learning-based multi-strategy cuckoo search algorithm for 3D UAV path planning

X Yu, W Luo - Expert Systems with Applications, 2023 - Elsevier
Unmanned aerial vehicles are applied extensively in various fields due to their advantages
of low-cost, high-maneuverability, and easy-operation. However, the path planning problem …

UAV path planning with an adaptive hybrid PSO

GM Nayeem, M Fan, GM Daiyan… - … on Information and …, 2023 - ieeexplore.ieee.org
Optimized Path planning plays a significant role in enabling autonomous operation of
Unmanned Aerial Vehicles (UAVs). Finding the shortest path is one of many NP-hard …

UAV path planning algorithm based on improved Harris Hawks optimization

R Zhang, S Li, Y Ding, X Qin, Q Xia - Sensors, 2022 - mdpi.com
In the Unmanned Aerial Vehicle (UAV) system, finding a flight planning path with low cost
and fast search speed is an important problem. However, in the complex three-dimensional …

IHSSAO: An improved hybrid salp swarm algorithm and aquila optimizer for UAV path planning in complex terrain

J Yao, Y Sha, Y Chen, G Zhang, X Hu, G Bai, J Liu - Applied Sciences, 2022 - mdpi.com
In this paper, we propose a modified hybrid Salp Swarm Algorithm (SSA) and Aquila
Optimizer (AO) named IHSSAO for UAV path planning in complex terrain. The primary logic …

A novel hybrid particle swarm optimization algorithm for path planning of UAVs

Z Yu, Z Si, X Li, D Wang, H Song - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Automatic path planning problem is essential for efficient mission execution by unmanned
aerial vehicles (UAVs), which needs to access the optimal path rapidly in the complicated …

Multi-UAV path planning based on fusion of sparrow search algorithm and improved bioinspired neural network

Q Liu, Y Zhang, M Li, Z Zhang, N Cao, J Shang - IEEE Access, 2021 - ieeexplore.ieee.org
Aiming at the problems of low stability of path planning, inability to avoid dynamic obstacles,
and long path planning for multi unmanned aerial vehicles (UAV) in mountainous …

3-D path planning for UAV based on chaos particle swarm optimization

Z Cheng, YX Tang, YL Liu - Applied Mechanics and Materials, 2012 - Trans Tech Publ
An improved chaos particle swarm optimization (CPSO) algorithm is proposed on path
planning for unmanned aerial vehicle (UAV) to overcome the inadequacy of particle swarm …

Multiple elite strategy enhanced RIME algorithm for 3D UAV path planning

C Xie, S Li, X Qin, S Fu, X Zhang - Scientific Reports, 2024 - nature.com
With the wave of artificial intelligence sweeping the world in recent years, UAVs is widely
used in various fields. UAV path planning has attracted much attention from scientists as an …