Search Results - (( data solution using algorithm ) OR ( parameter simulation model algorithm ))
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1
Physics-guided deep neural network to characterize non-Newtonian fluid flow for optimal use of energy resources
Published 2021“…The proposed DNN algorithm is structured to incorporate initial/boundary conditions in cylindrical coordinates and approximate the solution without the aid of any simulated or training data. …”
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2
Parameter-driven count time series models / Nawwal Ahmad Bukhari
Published 2018“…Simulation shows that MCEM algorithm and particle method are useful for the parameter estimation of the Poisson model. …”
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3
Kinetic Parameter Estimation in Alkylation of Benzene with 1-Decene through Hybrid Particle Swarm Optimization
Published 2012“…Parameter estimation was carried out using simulated data and the activation energies are constant with the assumed values.…”
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4
Performance of various forecasting algorithms to reduce the number of transmitted packets by sensor node in wireless sensor networks
Published 2018“…(AR-B), Autoregressive all-pole model parameters — Yule-Walker algorithm (AR-YW) and an Efficient Data Collection and Dissemination Algorithm (EDCD1). …”
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5
A new hybrid deep neural networks (DNN) algorithm for Lorenz chaotic system parameter estimation in image encryption
Published 2023“…Then, this study aims to optimize the hyperparameters of the developed DNN model using the Arithmetic Optimization Algorithm (AOA) and, lastly, to evaluate the performance of the newly proposed deep learning model with Simulated Kalman Filter (SKF) algorithm in solving image encryption application. …”
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6
Artificial neural network and inverse solution method for assisted history matching of a reservoir model
Published 2017“…This allows to directly simulate the trained neural network and avoid the use of objective function and optimization algorithm. …”
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Combining Recursive Least Square and Principal Component Analysis for Assisted History Matching
Published 2014“…Next, using simulated data together with historical data, objective function will be computed. …”
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8
An enhanced cluster head selection algorithm for routing in mobile AD-HOC network
Published 2017“…Inter-cluster routing corresponds to routing between two clusters using a Global Positioning System (GPS). A model for the Ad hoc network was simulated with various cluster scenarios. …”
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9
Generic DNA encoding design scheme to solve combinatorial problems
Published 2015“…Currently, data encoding in DNA computing is tightly coupled with an algorithm that solves an instance of the problem. …”
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10
Parameter estimation of the cure fraction based on BCH model using left-censored data with covariates.
Published 2011“…The analysis provided the analytical solution and a simulation study for the cure rate parameter. …”
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11
Modelling of Adsorption of Dyes from Aqueous Solution by Activated Carbon
Published 2004“…Three set of experimental data from Choy et al. (2001) based on different masses were selected to test the applicability of the FPCDSD model in simulating batch adsorption. Simulation results show that, for acid dye/activated carbon system a single set of mass transfer parameters is able to match the simulation and experimental data using the FPCDSD model and the FCDSD model. …”
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12
Voltage and load profiles estimation of distribution network using independent component analysis / Mashitah Mohd Hussain
Published 2014“…The voltage profile is predicted using Independent Component Analysis (lCA) algorithm. …”
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14
Development of Machine Learning Algorithm for Acquiring Machining Data in Turning Process
Published 2004“…Computerized machining data systems have been classified into two general types, the mathematical model and the database model. …”
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15
Optimization and control of hydro generation scheduling using hybrid firefly algorithm and particle swarm optimization techniques
Published 2018“…Secondly, this approach hybridizing the FA with the rough algorithm (RA), where RA is used to control the steps of randomness for the FA while optimizing the weights of the standard BPNN model. …”
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16
An efficient network mobility management for a 6LoWPAN mobile network in hospital environments
Published 2017“…Simulation results show that the proposed solution reduces traffic congestion at MR by using the HWSN6 handover solution and the message-scheduling algorithm in the tunnelling process. …”
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17
Fuzzy clustering method and evaluation based on multi criteria decision making technique
Published 2018“…The proposed algorithm is used as a pre-processing method for data followed by Gustafson-Kessel (GK) algorithm to classify credit scoring data. …”
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18
A Case Study of Using Long Short-Term Memory (LSTM) Algorithm in Solar Photovoltaic Power Forecasting
Published 2023“…The data set collected by The Ravina Project from 2010 to 2014 is used as the training data in the simulations. …”
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19
Discrete-time system identification using genetic algorithm with single parent-based mating technique
Published 2024“…The methodology encompasses data acquisition, GA program development, SPM technique implementation, and simulation using MATLAB. …”
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20
Enhancing quality of service in Multi-Radio Multi-Channel Wireless Mesh Networks
Published 2023“…This research utilizes the OmNET++ 4.6 simulator, an open-source tool in C++, to evaluate proposed algorithms effectively. …”
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