| view 👀:4 |
🙍 oneddl |
redaktor: book24h | Rating👍:
Structural Design and Optimization of Lifting Self-forming GFRP Elastic Gridshells based on Machine Learning [#962022]
Free Download Structural Design and Optimization of Lifting Self-forming GFRP Elastic Gridshells Based on Machine Learning
by Kookalani, Soheila, Alavi, Hamidreza, Pour Rahimian, Farzad
English | 2026 | ISBN: 1032901209 | 226 pages | True PDF EPUB | 26.3 MB
Structural Design and Optimization of Lifting Self-forming GFRP Elastic Gridshells Based on Machine Learning presents the algorithms of machine learning (ML) that can be used for the structural design and optimization of glass fiber reinforced polymer (GFRP) elastic gridshells, including linear regression, ridge regression, K-nearest neighbors, decision tree, random forest, AdaBoost, XGBoost, artificial neural network, support vector machine (SVM), and six enhanced forms of SVM. It also introduces interpretable ML approaches, including partial dependence Description, accumulated local effects, and SHaply additive exPlanations (SHAP). Also, several methods for developing ML algorithms, including K-fold cross-validation (CV), Taguchi, a technique for order preference by similarity to ideal solution (TOPSIS), and multi-objective particle swarm optimization (MOPSO), are proposed. These algorithms are implemented to improve the applications of gridshell structures using a comprehensive representation of ML models. This research introduces novel frameworks for shape prediction, form-finding, structural performance assessment, and shape optimization of lifting self-forming GFRP elastic gridshells using ML methods. This book will be of interest to researchers and academics interested in advanced design methods and ML technology in architecture, engineering, and construction fields.
Buy Premium From My Links To Get Resumable Support,Max Speed & Support Me
Uploady
56zh5.7z
Rapidgator
56zh5.7z.html
UploadCloud
56zh5.7z.html
Fikper
FreeDL
56zh5.7z.html
Links are Interchangeable - Single Extraction
⚠️ Dead Link ?
You may submit a re-upload request using the search feature.
All requests are reviewed in accordance with our Content Policy.
Significant surge in the popularity of free ebook download platforms. These virtual repositories offer an unparalleled range, covering genres that span from classic literature to contemporary non-fiction, and everything in between. Enthusiasts of reading can easily indulge in their passion by accessing free books download online services, which provide instant access to a wealth of knowledge and stories without the physical constraints of space or the financial burden of purchasing hardcover editions.
Comments (0)
Users of Guests are not allowed to comment this publication.