[PDF][PDF] Impact of initialization of a modified particle swarm optimization on cooperative source searching

MHA Majid, MR Arshad, MF Yahya… - International Journal of …, 2024 - academia.edu
Swarm robotic is well known for its flexibility, scalability and robustness that make it suitable
for solving many real-world problems. Source searching which is characterized by complex …

An analysis of PSO inertia weight effect on swarm robot source searching efficiency

MHA Majid, AMR Arshad - 2017 IEEE 2nd international …, 2017 - ieeexplore.ieee.org
Particle swarm optimization (PSO) is a well-known metaheuristic and population based
optimization algorithm. PSO has been used in many science and engineering applications …

AERPSO—An adaptive exploration robotic PSO based cooperative algorithm for multiple target searching

V Garg, A Shukla, R Tiwari - Expert Systems with Applications, 2022 - Elsevier
Target searching with autonomous robots require an efficient target search method that
considers their constraints and environmental characteristics. Particle swarm optimization …

Effect of communication modes to swarm robotic search

S Xue, C Sun, J Zeng, Y Jin… - The Open Electrical & …, 2014 - benthamopen.com
Interactions in swarm robotic search are explored for intelligence emergence based on
Extended Particle Swarm Optimization (EPSO) model. For this end, the best combination of …

A distributed cooperative approach for dynamic target search using particle swarm optimization with limited intercommunication

V Garg, R Tiwari, A Shukla, J Dhar - Arabian Journal for Science and …, 2022 - Springer
Dynamic target searching is one of the most practical and realistic problems within a multi-
agent system. It requires an effective and efficient cooperation strategy to address the …

A novel approach for swarm robotic target searches based on the DPSO algorithm

Y Du - IEEE Access, 2020 - ieeexplore.ieee.org
Cooperation between individuals plays a very important role when swarm robots search for
targets. In this article, we present a novel approach that is based on the distributed particle …

[HTML][HTML] A systematic review on particle swarm optimization towards target search in the swarm robotics domain

MGM Hamami, ZH Ismail - Archives of Computational Methods in …, 2022 - Springer
Swarm Intelligence (SI) is one of the research fields that has continuously attracted
researcher attention in these last two decades. The flexibility and a well-known …

COOPERATIVE SOURCE DETECTION USING AN OPTIMIZED DISTRIBUTED LEVY FLIGHT ALGORITHM

MHA Majid, MR Arshad, MF Yahya - Jurnal Teknologi, 2024 - journals.utm.my
Source signal detection plays important roles in many real-world target searching problems.
Source detection is necessary before a full search process utilizing the detected signal can …

Swarm robotics search & rescue: A novel artificial intelligence-inspired optimization approach

M Bakhshipour, MJ Ghadi, F Namdari - Applied Soft Computing, 2017 - Elsevier
In this paper, a novel heuristic algorithm is proposed to solve continuous non-linear
optimization problems. The presented algorithm is a collective global search inspired by the …

Target searching in unknown environment of multi-robot system using a hybrid particle swarm optimization

B Nakisa, MN Rastgoo, MZ Ahmad Nazri… - Journal of Theoretical …, 2018 - eprints.qut.edu.au
Target searching in unknown environment using multi-robot search systems has received
increasing attention in recent years. Particle Swarm Optimization (PSO) has applied …