Search Results - adaptive model different optimization algorithm*
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Novel parameter extraction for single, double, and three diodes photovoltaic models based on robust adaptive arithmetic optimization algorithm and adaptive damping method of Berndt...
Published 2022“…In this work, we present a robust adaptive Arithmetic Optimization Algorithm based on the adaptive damping Berndt-hall-hall-Hausman (RaAOAAdBHHH) approach to efficacity determine the parameters of the single, double, and three diode PV model. …”
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Adaptable algorithms for performance optimization of dynamic batch manufacturing processes
Published 2018“…This thesis investigates different approaches of integrating hybrid adaptable intelligent algorithms to accommodate the concept of precision optimization via simulated models of industry-scale and pilot-scale. …”
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Thesis -
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Evaluating Adan vs. Adam: an analysis of optimizer performance in deep learning
Published 2025“…With various optimization algorithms available, choosing the one that best suits the deep learning model and dataset can make a substantial difference in achieving optimal results. …”
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Proceeding Paper -
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Optimized adaptive neuro-fuzzy inference system using metaheuristic algorithms: Application of shield tunnelling ground surface settlement prediction
Published 2021“…The predictive models were various nature-inspired frameworks, such as differential evolution (DE), particle swarm optimization (PSO), genetic algorithm (GA), and ant colony optimizer (ACO) to tune the adaptive neuro-fuzzy inference system (ANFIS). …”
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Adaptive genetic algorithm to improve negotiation process by agents e-commerce
Published 2011“…The proposed adaptive negotiation model is named Aspirated Genetic Algorithm (AGA) negotiation model which is a hybrid negotiation system composed of different negotiation strategies, Aspiration concept,genetic algorithm and Bayesian learning. …”
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Thesis -
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A comparative study for parameter selection in online auctions
Published 2009“…In this work, three different models of genetic algorithms are considered. …”
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Neural network-based prediction models for physical properties of oil palm medium density fiberboard / Faridah Sh. Ismail
Published 2015“…This research discusses three predictive models using multilayer perceptron NN with different optimizers. …”
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Thesis -
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Integrated optimal control and parameter estimation algorithms for discrete-time nonlinear stochastic dynamical systems
Published 2011“…This thesis describes the development of an efficient algorithm for solving nonlinear stochastic optimal control problems in discrete-time based on the principle of model-reality differences. …”
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Developing a hybrid model for accurate short-term water demand prediction under extreme weather conditions: a case study in Melbourne, Australia
Published 2024“…Post-optimization ANN model was trained using eleven different leaning algorithms. …”
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Curve tracking of nonlinear dynamic system using linear state-space model
Published 2024“…An adaptive parameter is introduced in the linear model, aiming to capture these differences. …”
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Conference or Workshop Item -
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Curve tracking of nonlinear dynamic system using linear state-space model
Published 2024“…An adaptive parameter is introduced in the linear model, aiming to capture these differences. …”
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Conference or Workshop Item -
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Curve tracking of nonlinear dynamic system using linear state-space model
Published 2024“…An adaptive parameter is introduced in the linear model, aiming to capture these differences. …”
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Conference or Workshop Item -
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Performance evaluation of hybrid adaptive neuro-fuzzy inference system models for predicting monthly global solar radiation
Published 2018“…The proposed hybrid models include particle swarm optimization, genetic algorithm and differential evolution. …”
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Adaptive model predictive control based on wavelet network and online sequential extreme learning machine for nonlinear systems
Published 2015“…On the other hand, an adaptive model predictive controller (WNMPC) based on LWN-OSELM modelling method is proposed for nonlinear system control applications. …”
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Thesis -
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Personalized one-shot local adaptation federated learning for mortality prediction in multi-center Intensive Care Unit
Published 2024“…Step 3 automatically evolves the best-fitting parameters for the highly personalized model at each center using an adapted genetic algorithm. …”
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Design, Modelling And Control Of Hybrid Energy Storage System For Electric Vehicles
Published 2021“…The standard rule-based controller, the optimal adaptive rule-based controller, and the fuzzy adaptive rule-based controller were proposed to manage the energy flow of the HESS. …”
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Final Year Project / Dissertation / Thesis -
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Model predictive control on fed-batch penicillin fermentation process
Published 2009“…Comparison of these two different approaches shows that DMC algorithm showed the best result with an optimization procedure.…”
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Undergraduates Project Papers
