Changhua Hu - Böcker
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6 produkter
6 produkter
1 584 kr
Skickas inom 10-15 vardagar
This book not only provides a comprehensive introduction to neural-based PCA methods in control science, but also presents many novel PCA algorithms and their extensions and generalizations, e.g., dual purpose, coupled PCA, GED, neural based SVD algorithms, etc. It also discusses in detail various analysis methods for the convergence, stabilizing, self-stabilizing property of algorithms, and introduces the deterministic discrete-time systems method to analyze the convergence of PCA/MCA algorithms. Readers should be familiar with numerical analysis and the fundamentals of statistics, such as the basics of least squares and stochastic algorithms. Although it focuses on neural networks, the book only presents their learning law, which is simply an iterative algorithm. Therefore, no a priori knowledge of neural networks is required. This book will be of interest and serve as a reference source to researchers and students in applied mathematics, statistics, engineering, and other related fields.
1 584 kr
Skickas inom 10-15 vardagar
This book not only provides a comprehensive introduction to neural-based PCA methods in control science, but also presents many novel PCA algorithms and their extensions and generalizations, e.g., dual purpose, coupled PCA, GED, neural based SVD algorithms, etc.
Residual Life Prediction and Optimal Maintenance Decision for a Piece of Equipment
Inbunden, Engelska, 2021
1 584 kr
Skickas inom 10-15 vardagar
This book addresses remaining life prediction and predictive maintenance of equipment.
Residual Life Prediction and Optimal Maintenance Decision for a Piece of Equipment
Häftad, Engelska, 2022
1 175 kr
Skickas inom 10-15 vardagar
This book addresses remaining life prediction and predictive maintenance of equipment.
Parallel Operator Splitting Algorithms with Application to Imaging Inverse Problems
Inbunden, Engelska, 2023
1 795 kr
Skickas inom 10-15 vardagar
Image denoising, image deblurring, image inpainting, super-resolution, and compressed sensing reconstruction have important application value in engineering practice, and they are also the hot frontiers in the field of image processing.
Parallel Operator Splitting Algorithms with Application to Imaging Inverse Problems
Häftad, Engelska, 2024
1 795 kr
Skickas inom 10-15 vardagar
Image denoising, image deblurring, image inpainting, super-resolution, and compressed sensing reconstruction have important application value in engineering practice, and they are also the hot frontiers in the field of image processing.