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A model predictive control approach to generator maintenance scheduling
Published 2013Subjects: “…Genetic algorithm…”
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Low-Complexity Algorithms for Channel Estimation in Optimised Pilot-Assisted Wireless OFDM Systems
Published 2014“…Each kind of estimation algorithm is characterised by its own SNR gain, which in general can vary depending on the channel correlation. …”
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Clustering algorithms for sensor networks and mobile ad hoc networks to improve energy efficiency
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Development of Hardware and Efficient, Robust Control Algorithms for a Nanosatellite Reaction Control System
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Enhancement of digital elevation models using tree-based ensemble machine learning algorithms
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Particle swarm optimisation: an algorithm using support vector classification based constraint approximations.
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Spatiotemporal Performance Analysis to Identify Degradation Trends in a Utility-Scale PV Plant
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Optimal placement and power allocation for jammers in wireless mesh networks
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Optimal attitude and flight vector recovery for large transport aircraft
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Classification of synthesised ISAR images of small complex targets
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The optimal placement of phasor measurement units and their effects on state estimation
Published 2014“…The two main objectives of this work are to investigate and develop 1. a method for the algorithmic placement of a minimum number of PMUs into a system to ensure full observability, 2. conventional, hybrid and linear state estimation techniques to incorporate and utilize PMU measurement data to perform state estimation and to study the effects that differing PMU placement positions have on the accuracy of the resultant state estimator solution.…”
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Analytical modelling and optimization of a thermal convective microfluidic gyroscope
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The perils of particle swarm optimization in high dimensional problem spaces
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The optimal asset allocation for South African real return investors
Published 2020“…These blocks of data are resampled in order to simulate the distributions of returns of portfolios with their own unique empirical distribution. The optimal portfolios are derived using a genetic algorithm, showcasing how these extremely versatile optimisation tools can be used in combination with resampling methods to find the optimal portfolio for virtually any criterion. …”
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Optimal reliability-based design of bulk water supply systems
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Performance enhancement in proton exchange membrane cell - numerical modeling and optimisation
Published 2013Subjects: “…Optimisation algorithm…”
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A generation perturbative hyper-heuristic for combinatorial optimization problems
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Usage-based optimal energy control of residential water heaters
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Prediction of construction material prices using macroeconomic indicators: A neural networks model
Published 2019“…The three models are developed using Microsoft Excel spreadsheet that also utilizes Genetic Algorithm (GA) to minimize the error between the actual and predicted prices, Excel Add-in called Neural Tools, and Python programing language in Spyder software. …”
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