Comparison of parallel genetic algorithm and particle swarm optimization for real-time UAV path planning

V Roberge, M Tarbouchi… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
path planning. In this paper, we use the genetic algorithm (GA) and the particle swarm
The characteristics of the optimal path are represented in the form of a multi-objective cost …

Path planning algorithm using the particle swarm optimization and the improved Dijkstra algorithm

HI Kang, B Lee, K Kim - 2008 IEEE Pacific-Asia Workshop on …, 2008 - ieeexplore.ieee.org
… develop the path planning algorithm using the improved Dijkstra algorithm and the particle
swarm … In this paper, we developed the path planning algorithm using the improved Dijkstra …

Path planning for mobile robot using the particle swarm optimization with mutation operator

YQ Qin, DB Sun, N Li, YG Cen - Proceedings of 2004 …, 2004 - ieeexplore.ieee.org
… This paper proposes a two-step path planning strategy. After modeling the robot’s working
space, the path-planning problem translates into a shortest path-finding problem in the …

Robot path planning in uncertain environment using multi-objective particle swarm optimization

Y Zhang, D Gong, J Zhang - Neurocomputing, 2013 - Elsevier
… a multi-objective path planning algorithm based on particle swarm optimization for … path.
Considering two performance merits: the risk degree and the distance of path, the path planning

UAV path planning based on particle swarm optimization with global best path competition

C Huang, J Fei - International Journal of Pattern Recognition and …, 2018 - World Scientific
… An improved particle swarm optimization (PSO) … path planning for Øxed-wing UAVs in this
paper. In order to improve the convergence speed and the search ability of the particles, the …

Robot path planning using particle swarm optimization of Ferguson splines

M Saska, M Macas, L Preucil… - 2006 IEEE Conference …, 2006 - ieeexplore.ieee.org
path planning is equivalent to optimization of parameters of splines. An evolutionary technique
called Particle Swarm … compared to two classical mobile robot path planning algorithms. …

A robust path planning for mobile robot using smart particle swarm optimization

HS Dewang, PK Mohanty, S Kundu - Procedia computer science, 2018 - Elsevier
… This paper concentrates on path planning of mobile robot in a static environment, where a
new approach is proposed based on Particle Swarm Optimization (PSO). The PSO algorithm …

Smooth path planning of a mobile robot using stochastic particle swarm optimization

X Chen, Y Li - 2006 International conference on mechatronics …, 2006 - ieeexplore.ieee.org
… Ahead of discussing path planning for a mobile robot, we propose a modified particle swarm
… For a swarm including M particles, the position of a particle i is defined as Xi = [xi1 xi2 ··· xiD]…

Safety-enhanced UAV path planning with spherical vector-based particle swarm optimization

MD Phung, QP Ha - Applied Soft Computing, 2021 - Elsevier
… vector-based particle swarm optimization (SPSO) to deal with the problem of path planning
for … A cost function is first formulated to convert the path planning into an optimization problem …

Efficient path planning for UAV formation via comprehensively improved particle swarm optimization

S Shao, Y Peng, C He, Y Du - ISA transactions, 2020 - Elsevier
… powerful strategy to diversify the swarm and improve the performance of PSO. In this paper,
in order to enrich the diversity of particle initialization in UAV path planning, the Logistic map, …