Dynamic target search using multi-UAVs based on motion-encoded genetic algorithm with multiple parents

MA Alanezi, HREH Bouchekara, TAA Apalara… - IEEE …, 2022 - ieeexplore.ieee.org
In this paper, a new optimization algorithm called Motion-Encoded Genetic Algorithm with
Multiple Parents (MEGA-MPC) is developed to locate moving targets using multiple …

Research on Dynamic Target Search for Multi-UAV Based on Cooperative Coevolution Motion-Encoded Particle Swarm Optimization

Y Li, W Chen, B Fu, Z Wu, L Hao, G Yang - Applied Sciences, 2024 - mdpi.com
Effectively strategizing the trajectories of multiple Unmanned Aerial Vehicles (UAVs) within a
dynamic environment to optimize the search for and tracking of mobile targets presents a …

An Efficient Evolution-Based Technique for Moving Target Search with Unmanned Aircraft Vehicle: Analysis and Validation

M Abdel-Basset, R Mohamed, IM Hezam… - Mathematics, 2023 - mdpi.com
Recent advances in technology have led to a surge in interest in unmanned aerial vehicles
(UAVs), which are remote-controlled aircraft that rely on cameras or sensors to gather …

Motion-encoded particle swarm optimization for moving target search using UAVs

MD Phung, QP Ha - Applied Soft Computing, 2020 - Elsevier
This paper presents a novel algorithm named the motion-encoded particle swarm
optimization (MPSO) for finding a moving target with unmanned aerial vehicles (UAVs) …

Convex combination multiple populations competitive swarm optimization for moving target search using UAVs

T Ma, Y Wang, X Li - Information Sciences, 2023 - Elsevier
Unmanned aerial vehicles (UAVs) searching for a moving target is a complex search
optimization problem that aims to find a path with maximum probability of observing the …

Optimal search for moving targets with sensing capabilities using multiple UAVs

X Hu, Y Liu, G Wang - Journal of Systems Engineering and …, 2017 - ieeexplore.ieee.org
This paper studies the problem of using multiple unmanned air vehicles (UAVs) to search for
moving targets with sensing capabilities. When multiple UAVs (multi-UAV) search for a …

An improved sand cat swarm optimization for moving target search by UAV

Y Niu, X Yan, Y Wang, Y Niu - Expert Systems with Applications, 2024 - Elsevier
Moving target search is a challenging dynamic path planning problem. In this scenario,
unmanned aerial vehicles endeavor to locate a moving entity based on sensor information …

Moving peak drone search problem: An online multi-swarm intelligence approach for UAV search operations

NA Kyriakakis, M Marinaki, N Matsatsinis… - Swarm and Evolutionary …, 2021 - Elsevier
Many practical, real-world applications have dynamic features. This paper introduces a
novel dynamic optimization problem applied to Unmanned Aerial Vehicle (UAV) search and …

Cooperative search for dynamic targets by multiple UAVs with communication data losses

L Li, X Zhang, W Yue, Z Liu - ISA transactions, 2021 - Elsevier
This paper studies the problem of cooperative searching for dynamical moving targets by
multiple unmanned aerial vehicles (UAVs). The environmental information possessed by …

UAV search-and-rescue planning using an adaptive memetic algorithm

L Hong, Y Wang, Y Du, X Chen, Y Zheng - Frontiers of Information …, 2021 - Springer
The use of unmanned aerial vehicles (UAVs) is becoming more commonplace in search-
and-rescue tasks, but UAV search planning can be very complex due to limited response …