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Browsing by Subject "Particle swarm optimization"

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Comparison between statistical and optimization methods in accessing unmixing of spectrally similar materials

Author: Debba, Pravesh ; Maina, J ; Willemse, E Date: Nov 2010 This paper reports on the results from ordinary least squares and ridge regression as statistical methods, and is compared to numerical optimization methods such as the stochastic method for global optimization, simulated annealing, particle ... Read more
Estimation of water demand in water distribution systems using particle swarm optimization

Author: Letting, LK ; Hamam, Y ; Abu-Mahfouz, Adnan MI Date: Aug 2017 Demand estimation in a water distribution network provides crucial data for monitoring and controlling systems. Because of budgetary and physical constraints, there is a need to estimate water demand from a limited number of sensor measurements. ... Read more
A hybrid multi-Class MAC protocol for IoT-enabled WBAN systems

Author: Olatinwo, DD ; Abu-Mahfouz, Adnan MI ; Hancke, GP Date: Mar 2021 This study proposes a hybrid MAC protocol that can efficiently and effectively optimize the communication channel access of a WBAN multi-class system. The proposed protocol consists of two major processes that include the contention phase ... Read more
Intrusion detection for water distribution systems based on an hybrid particle swarm optimization with back propagation neural network

Author: Oyeniyi, AA ; Ouahada, K ; Abu-Mahfouz, Adnan MI ; Rimer, S ; Alimi, KO Date: Sep 2021 The increasing integration of advanced information and communication tools in industrial control systems (ICS) has vastly increased the vulnerabilities and threats of intrusions into the various critical infrastructures which include the water ... Read more
Locating multiple optima using particle swarm optimization

Author: Brits, R ; Engelbrecht, AP ; Van den Bergh, F Date: 2007 Many scientific and engineering applications require optimization methods to find more than one solution to multimodal optimization problems. This paper presents a new particle swarm optimization (PSO) technique to locate and refine multiple ... Read more
Study of particle swarm optimization particle trajectories

Author: Van den Bergh, F ; Engelbrecht, AP Date: 2006 Particle swarm optimization (PSO) has shown to be an efficient, robust and simple optimization algorithm. Most of the PSO studies are empirical, with only a few theoretical analyses that concentrate on understanding particle trajectories. ... Read more

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Browsing by Subject "Particle swarm optimization"

Browsing by Subject "Particle swarm optimization"

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