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Recursive marginal quantization: extensions and applications in finance
Published 2018“…When applied to two-factor models, recursive marginal quantization becomes computationally inefficient as the optimization problem usually requires stochastic methods, for example, the randomized Lloyd’s algorithm or Competitive Learning Vector Quantization. …”
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Energy management of micro-grid using cooperative game theory
Published 2020“…This is in contrast with other heuristic algorithms such as genetic algorithm (GA) and particle swarm optimization (PSO) that require other control parameters (i.e. …”
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Partitioned particle filtering for target tracking in video sequences
Published 2024“…Two hundred basic particles were used per partition, with an additional one hundred augmented particles per partition, for the scan phase. The algorithm does not run in real-time, although with optimization this is a possibility.…”
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Hierarchical model predictive control of a venlo-type greenhouse
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Multi-path planning and multi-body constrained attitude control
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Routing in packet switched computer communication networks
Published 2023“…This thesis concerns the optimization of the routing path in packet-switched computer-communication networks. …”
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Efficient energy management in ultra-dense wireless networks
Published 2020“…Finally, the statistical and mathematical results generated through the simulations indicate that the proposed scheme is the closest in NEE performance to the Exhaustive Search algorithm, and hence superior to the other sub-optimal algorithms it is compared to.…”
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Inter-cell interference coordination in 5G ultra-dense networks
Published 2021“…An iteratively adaptive Algorithm is then developed to find optimal solution for the problem. …”
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Genetic Programming Approach for Nonstationary Data Analytics
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Admission Control in Sliced Networks, with Predictive Analytics
Published 2024“…We design and evaluate two intra-slice admission control algorithms namely, the Decision Matrix algorithm and the Utility Index algorithm. …”
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Reliable Outdoor Ai-Based Autonomous Uav Localization and Trajectory Tracking Using Cellular Networks
Published 2024“…We utilize conventional optimization methods to determine the optimal bound of the solution of the reliable UAV navigation problem. …”
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An interactive construction deployment planning model for the SKA project
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The analysis of distributed resources on a load sharing reticulation network
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Efficient radio resource management for future generation heterogeneous wireless networks
Published 2018“…Therefore, there is a need to develop efficient radio resource management algorithms that will address the above-mentioned technical challenges. …”
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Move-Biased Monte Carlo Simulation Method for Protein Native Structure Prediction
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Evaluating FFT Implementations Developed for use on FPGA Hardware
Published 2024“…The Fast Fourier Transform (FFT) is an important algorithm within the field of radio astronomy, where it is used as a key processing component in the digital signal processing (DSP) backends of radio spectrometers. …”
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Investigation on the efficient frontier based on CVaR under copula dependence structure with applications to South African JSE stocks
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Predictive Maintenance: Leveraging Hybrid LSTM-CNN Architectures for Enhanced Performance
Published 2025“…On the NASA Battery dataset, where data is less variable, optimization through Genetic Algorithms (GA) proved highly effective. …”
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Multiobjective in-core fuel management optimisation for nuclear research reactors
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Joint call admission control incorporating pricing for congestion control to enhance QoS and ensure revenue for network operators in next generation wireless networks
Published 2015“…Joint Call Admission Control (JCAC) approach has been adopted to jointly allocate or handle the radio resources amongst the different RATs in an NGWN. A number of JCAC algorithms have been proposed in the literature with the objective of enabling efficient utilisation of the radio resources and ensuring that required QoS requirements are met . …”
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