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A novel swarm-based optimisation algorithm inspired by artificial neural glial network for autonomous robots
Published 2019“…Artificial neuro-glial networks is proposed to be combined in the swarm-based communication algorithm to provide a human-like model for the robot's communication and optimization.…”
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Monograph -
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Implementation of swarm intelligence algorithms on mobile robots
Published 2017“…This thesis focusses on the implementation of swarm intelligence algorithms on multiple mobile robots. …”
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Undergraduates Project Papers -
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Verification of correctness properties for aggregation behavior of swarm robotics system using spin model checker / Siti Shafinaz Ali
Published 2015“…PROMELA language and verifying the proposed aggregation algorithm using the SPIN model checker. According to the result present in this research work, it has been proved that SPIN is capable to analyze the swarm robotic system using correctness properties. …”
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Thesis -
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Verification correctness properties for aggregation behavior of swarm robotics system using SPIN model checker / Siti Shafinaz Ali
Published 2015“…PROMELA language and verifying the proposed aggregation algorithm using the SPIN model checker. According to the result present in this research work, it has been proved that SPIN is capable to analyze the swarm robotic system using correctness properties. …”
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Thesis -
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Cooperative Network Formation between Swarm Robots
Published 2015“…However, the downside of using swarm robots is that when the number of agents grow the communication between the swarms will also gradually get more complicated. …”
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Final Year Project -
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The initial investigation of the design and energy sharing algorithm using two-ways communication mechanism for Swarm Robotic System
Published 2015“…This paper is therefore will describe our initial investigation on the design and the implementation of energy sharing algorithm using two-ways robotic swarm communication mechanism with NRF2401.…”
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Proceeding Paper -
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An Adaptive Switching Cooperative Source Searching And Tracing Algorithms For Underwater Acoustic Source Localization
Published 2019“…To demonstrate the algorithm switching principle, underwater acoustic source localization using a swarm of Autonomous Surface Vehicles (ASVs) is considered. …”
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Thesis -
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Review of Multi-Objective Swarm Intelligence Optimization Algorithms
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Article -
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Nature-Inspired Drone Swarming for Wildfires Suppression Considering Distributed Fire Spots and Energy Consumption
Published 2024“…To achieve this goal, we used the improved random walk algorithm to explore the distributed fire spots and a self-coordination mechanism based on the stigmergy as an indirect communication between the swarm drones, taking into account the collision avoidance factor, the amount of extinguishing fluid, and the flight range of the drones. …”
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Facial emotion detection using GPSO and Lucas-Kanade algorithms
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Working Paper -
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On spectral efficiency maximization in a partial joint processing system using a multi-start particle swarm optimization algorithm
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Conference or Workshop Item -
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Quantum Particle Swarm Optimization Technique for Load Balancing in Cloud Computing
Published 2013“…However, these techniques have its weaknesses in terms of minimizing makespan, computation cost and communication cost. In this study, load balancing technique in Cloud Computing called Quantum Particle Swarm Optimization (QPSO) technique proposed by considering only minimization of makespan, computation cost and communication cost. …”
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Thesis -
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A calibration framework for swarming ASVs' system design
Published 2012“…Swimming pool provides as a controlled calibration framework for the proposed swarming algorithm. The performance of the system is determined by firstly, its capability to allow the various robots to communicate amongst themselves in order to reach the desired location and secondly, the use of optimization in its searching strategy. …”
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