eBook - PDF
Bridging Eigenvalue Theory and Practice
Applications in Modern Engineering
- 200 pages
- English
- PDF
- Available on iOS & Android
eBook - PDF
About this book
Eigenvalue theory is a cornerstone of applied mathematics, playing a fundamental role in stability analysis, control theory, computational methods, and engineering applications. This volume explores the interplay between theoretical insights and real-world implementations, demonstrating how eigenvalue-based techniques drive advancements in modern engineering. Covering topics such as numerical linear algebra, spectral analysis, high-performance computing, and data-driven methodologies, this collection presents innovative approaches for solving complex eigenvalue problems in control systems, structural analysis, machine learning, and large-scale simulations alongside cutting-edge numerical methods that enhance computational efficiency and accuracy. By bridging mathematical theory with engineering practice, this book is a valuable resource for researchers, engineers, and practitioners looking to apply eigenvalue techniques in scientific computing, optimization, and emerging technologies.
Information
Topic
MathematicsIndex
MathematicsTable of contents
- Bridging Eigenvalue Theory and Practice - Applications in Modern Engineering
- Contents
- Preface
- Chapter1 Perspective Chapter: The Concept of Eigenvalue in 2-Dimensional Spaces and Its Connections with Geometric Scaling and Invariant Subspace
- Chapter2 Eigenvalues and Eigenvectors in Controllability Analysis
- Chapter3 Solution for Matrix Exponentiation Using Eigenvalues
- Chapter4 Spectral PerturbationTheory of Hermitian Matrices
- Chapter5 Hybrid Parallel Scheme for Eigenvalue Problems Using Multiplicative Calculus
- Chapter6 Eigen-Analysis of Multi-Agent Systems and Large Scale Systems Using Data Driven and Machine Learning Algorithms
- Chapter7 Multivariate Linear Model for Data Analysis and Machine Learning and theTheory and Practice of Eigenvalues in Mitigating Multicollinearity
- Chapter8 Principal Components and Factor Models for Space-Time Data of Remote Sensing
- Chapter9 Small-Signal Stability Analysis of Virtual Impedance Based Parallel Inverters
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Yes, you can access Bridging Eigenvalue Theory and Practice by Bruno Carpentieri in PDF and/or ePUB format. We have over 1.5 million books available in our catalogue for you to explore.