Výsledky vyhledávání - Optimized Backpropagation Learning Algorithm*

Genetic algorithm-optimized backpropagation neural network establishes a diagnostic prediction model for diabetic nephropathy: Combined machine learning and experimental validation in mice

Autoři: WEI LIANG ZONGWEI ZHANG KEJU YANG a další

Zdroj: BIOCELL. 47:1253-1263

Inversion of Water Quality Parameters from UAV Hyperspectral Data Based on Intelligent Algorithm Optimized Backpropagation Neural Networks of a Small Rural River

Autoři: Manqi Wang Caili Zhou Jiaqi Shi a další

Zdroj: Remote Sensing, Vol 17, Iss 1, p 119 (2025)

Témata: remote sensing, machine learning algorithm, small rural river, Science, UAV hyperspectral images, water quality parameter, environmental monitoring

Přístupová URL adresa: https://doaj.org/article/e26d15d0ad6b4193a6dadd3d423c12ae

Study on Compression Bearing Capacity of Tapered Concrete-Filled Double-Skin Steel Tubular Members Based on Heuristic-Algorithm-Optimized Backpropagation Neural Network Model

Autoři: Xianghong Liu Sital Kumar Dangi Zixuan Yang a další

Zdroj: Buildings, Vol 14, Iss 11, p 3375 (2024)

Témata: Building construction, machine learning, heuristic optimization algorithm, compression bearing capacity, tapered concrete-filled double-skin steel tubular members, BPNN model, TH1-9745

Přístupová URL adresa: https://doaj.org/article/cedeb55215bf4a5ca7dcf4d13b931aa1

Classification of Glass Artifacts Using the Black Widow Optimized Backpropagation Neural Network Algorithm

Autoři: Shiyu Hu Minghai Chen Jiajie Deng

Zdroj: 2024 International Conference on Image Processing, Computer Vision and Machine Learning (ICICML). :1733-1737

Study on Compression Bearing Capacity of Tapered Concrete-Filled Double-Skin Steel Tubular Members Based on Heuristic-Algorithm-Optimized Backpropagation Neural Network Model.

Autoři: Liu, Xianghong Dangi, Sital Kumar Yang, Zixuan a další

Zdroj: Buildings (2075-5309); Nov2024, Vol. 14 Issue 11, p3375, 38p

Témata: ARTIFICIAL neural networks, ANT algorithms, OPTIMIZATION algorithms, MACHINE learning, PARTICLE swarm optimization

Enhanced remaining useful life prediction of lithium-ion batteries using genetic algorithm-optimized backpropagation neural networks.

Autoři: Li, Xiang Du, Haozhe Wang, Tian a další

Zdroj: Journal of Power Sources. Oct2025, Vol. 652, pN.PAG-N.PAG. 1p.

Témata: *REMAINING useful life, *ENERGY storage, *MACHINE learning, *ENERGY consumption, *STORAGE batteries

Least-cost design of singly and doubly reinforced concrete beam using genetic algorithm optimized artificial neural network based on Levenberg–Marquardt and quasi-Newton backpropagation learning techniques

Autoři: Vivek Kumar Sehgal M. L. Gambhir Babita Saini

Zdroj: Structural and Multidisciplinary Optimization. 34:243-260

Témata: 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Přístupová URL adresa: https://rd.springer.com/article/10.1007/s00158-006-0081-3
https://link.springer.com/article/10.1007%2Fs00158-006-0081-3

Predictive modeling on the mechanical properties of marine coral sand-clay mixtures based on machine learning algorithms and triaxial shear tests

Autoři: Yang, Bowen Xu, Kaiwei Liu, Yanqi a další

Zdroj: Frontiers in Marine Science. 12

Témata: empirical formula, LDA-BPNN model, machine learning, marine coral sand-clay mixture, strength prediction

Popis souboru: electronic

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-245378
https://doi.org/10.3389/fmars.2025.1630481

A genetic algorithm-optimized backpropagation neural network model for predicting soil moisture content using spectral data.

Autoři: Wang, Jiawei Wu, Yongyi Zhang, Yulu a další

Zdroj: Journal of Soils & Sediments: Protection, Risk Assessment, & Remediation; Jul2024, Vol. 24 Issue 7, p2816-2828, 13p

Témata: ARTIFICIAL neural networks, SOIL moisture, MULTISPECTRAL imaging, MACHINE learning, SPECTRAL reflectance, GENETIC algorithms

Geografický termín: SHANXI Sheng (China)

Inversion of Water Quality Parameters from UAV Hyperspectral Data Based on Intelligent Algorithm Optimized Backpropagation Neural Networks of a Small Rural River.

Autoři: Wang, Manqi Zhou, Caili Shi, Jiaqi a další

Zdroj: Remote Sensing; Jan2025, Vol. 17 Issue 1, p119, 24p

Témata: OPTIMIZATION algorithms, WATER quality monitoring, PARTICLE swarm optimization, WATER quality, PEARSON correlation (Statistics)

A novel hybrid model for species distribution prediction using probabilistic random forest, principal component analysis and genetic algorithm.

Autoři: Adekunle, Taiwo A. Ogundoyin, Ibrahim K. Akanbi, Caleb O.

Zdroj: PLoS ONE; 9/10/2025, Vol. 20 Issue 9, p1-21, 21p

Témata: SPECIES distribution, RANDOM forest algorithms, RODENTS, PRINCIPAL components analysis, FEATURE extraction, OPTIMIZATION algorithms, MACHINE learning, GENETIC algorithms

Geografický termín: NIGERIA

Deep Learning Model Ensemble Applied to Modulus Back-Calculation of Old Cement Concrete Rubblized Overlay Asphalt Pavement.

Autoři: Li, Qiang Peng, Pai

Zdroj: Applied Sciences (2076-3417); Oct2025, Vol. 15 Issue 20, p11115, 18p

Témata: CONVOLUTIONAL neural networks, ASPHALT pavements, DEEP learning, GENETIC algorithms, REGRESSION analysis, ELASTIC modulus, CEMENT, ENSEMBLE learning

Electricity demand forecasting based on feature extraction and optimized backpropagation neural network

Autoři: Eric Ofori-Ntow Yao Yevenyo Ziggah

Zdroj: e-Prime: Advances in Electrical Engineering, Electronics and Energy, Vol 6, Iss, Pp 100293-(2023)

Témata: Backpropagation Learning, Function Approximation, Artificial neural network, Artificial intelligence, Extreme learning machine, Electricity Price and Load Forecasting Methods, Backpropagation, Operations research, 7. Clean energy, FOS: Economics and business, Engineering, Electricity, Artificial Intelligence, Demand forecasting, Machine learning, 11. Sustainability, FOS: Electrical engineering, electronic engineering, information engineering, FOS: Mathematics, Econometrics, Electrical and Electronic Engineering, Backpropagation neural network, Electricity Price Forecasting, Particle swarm optimization, Statistics, Load Forecasting, Neural Network Fundamentals and Applications, Computer science, Electricity demand forecasting, TK1-9971, 13. Climate action, Electrical engineering, Physical Sciences, Computer Science, Mean absolute percentage error, Mean squared error, Electrical engineering. Electronics. Nuclear engineering, Computer Vision and Pattern Recognition, Image Denoising Techniques and Algorithms, Short-Term Forecasting, Mathematics, Hybrid model, Random forest

Přístupová URL adresa: https://doaj.org/article/45dfdd0e27f6438787c8a89a40425eb6

Multi-Algorithm Comparison for Water Quality Retrieval: Integrating Landsat-8 OLI and Machine Learning in Karst Plateau Reservoirs.

Autoři: Xie, Rukai Zhou, Zhongfa Kong, Jie a další

Zdroj: Water (20734441); Jun2025, Vol. 17 Issue 12, p1781, 18p

Témata: CONVOLUTIONAL neural networks, MACHINE learning, EXTREME learning machines, WATER quality, RANDOM forest algorithms, WATER quality monitoring

Supervised Data in the Genetics and Backpropagation Learning Algorithms.

Autoři: Erfanian, Amitai B. Scopio, Ryan

Zdroj: National High School Journal of Science; 2023, Issue 79, p1-11, 11p

Témata: MACHINE learning, SUPERVISED learning, ARTIFICIAL intelligence, GENETICS

Constraint-Aware and User-Specific Product Design: A Machine Learning Framework for User-Centered Optimization.

Autoři: Deng, Ming

Zdroj: Electronics (2079-9292); Aug2025, Vol. 14 Issue 15, p2962, 19p

Témata: PRODUCT design, MULTI-objective optimization, GENETIC algorithms, PARETO optimum, MACHINE learning, CONSTRAINT satisfaction, USER-centered system design

Modeling Hurricane Wave Forces Acting on Coastal Bridges by Artificial Neural Networks.

Autoři: Xiao, Hong Huang, Wenrui Wang, Jiahui

Zdroj: Journal of Marine Science & Engineering; Nov2025, Vol. 13 Issue 11, p2080, 24p

Témata: ARTIFICIAL neural networks, LONG short-term memory, MACHINE learning, COMPUTER simulation, WAVE forces, HURRICANES, FEEDFORWARD neural networks

A Hybrid Security Framework for Train-to-Ground (T2G) Communication Using DOA-Optimized BPNN Detection, Bayesian Risk Scoring, and RL-Based Response.

Autoři: Sun, Chaoyuan Zhang, Weijiao Sun, Peng a další

Zdroj: Sensors (14248220). May2025, Vol. 25 Issue 10, p3208. 27p.

Témata: *DIESEL multiple units, *OPTIMIZATION algorithms, *TELECOMMUNICATION, *HYBRID securities, *TELECOMMUNICATION systems

2D Prediction of the Nutritional Composition of Dishes from Food Images: Deep Learning Algorithm Selection and Data Curation Beyond the Nutrition5k Project.

Autoři: Bianco, Rachele Coluccia, Sergio Marinoni, Michela a další

Zdroj: Nutrients. Jul2025, Vol. 18 Issue 13, p2196. 23p.

A Novel Chaotic Particle Swarm-Optimized Backpropagation Neural Network PID Controller for Indoor Carbon Dioxide Control.

Autoři: Zhang, Suli Li, Hui Chang, Yiting

Zdroj: Processes; Sep2024, Vol. 12 Issue 9, p1785, 14p

Témata: PARTICLE swarm optimization, INDOOR air quality, PID controllers, INTELLIGENT control systems, MATHEMATICAL optimization