Researchers use various AI methods such as fuzzy interface system (FIS), response surface methodology (RSM), adaptive neuro-fuzzy interface system (ANFIS), artificial neural network (ANN), advanced machine lear
Schematic diagram of particle swarm optimization (PSO) algorithm (Modified after69,70). Full size image As the exploration for optimum solution progresses, the random and irregular movement of particles (swarm) in search space now closely replicates the swarm of mosquitoes. The main strength of ado...
Designed to process data in a single direction. These networks don’t loop, and pass data from input nodes to hidden nodes, to output nodes. Backpropagation algorithm A technique used to train neural networks that use gradient descent algorithms to update network weights as data moves from the ...
In this research, after calculating the error in return using the descending slope algorithm of error, the error value was distributed to the inputs and the parameters were corrected. Since various field users do not have expertise and capabilities necessary for changing the optimization practices, ...
The Relief algorithm was employed to select the most influential water quality input parameters, including Nitrate (NO3−), Magnesium (Mg2+), Sulphate (SO42−), Calcium (Ca2+), and Potassium (K+). The comparative analysis of developed ANN and its hybrid models was carried out using ...
292 FedSarah: A Novel Low-Latency Federated Learning Algorithm for Consumer-Centric Personalized Recommendation Systems Zhiguo Qu, Jian Ding, Rutvij H. Jhaveri, Youcef Djenouri, Xin Ning, Prayag Tiwari 2024 IEEE Transactions on Consumer Electronics https://github.com/DashingJ-82/FedSarah https:/...
GREY Wolf Optimizer algorithmARTIFICIAL neural networksFLUE gasesDISCRIMINATION against overweight personsAIR pollutionCOAL combustionThis research work suggests the application of predictive modeling for the Nitrogen Oxide (NOx) emissions from the 210 MW pulverized boiler that burns coal. In ord...
Algorithm Analysis and Problem Complexity Keywords Multimedia data Binary features PCA criterion ANN classifier MLP network Back-propagation learning Industry Sectors Electronics Telecommunications IT & Software eBook Packages eBook Package english full Collection eBook Package english Engineering Editors B...
A genetic algorithm, focused on a single- objective optimization, was employed to refine the braiding structure parameters and the number of composite layers, thereby enhancing the blade's natural frequencies. The optimized 2DTBC blade was subsequently fabricated and validated through impact hammer ...
Full size image The algorithm consists of two major phases. In the first phase, the process simulation is performed using a complete experimental design of factorial determination variables (a 28design of factorial), and the mass transfer flux is calculated for each run. The first data is set ...