MATLAB Fundamentals for Applied Linear Algebra - Couverture souple

Vector, Maxwell

Couverture souple

ISBN 13 : 9798281942041

Editeur : Independently published, 2025

Synopsis

Ready to turn MATLAB into your personal powerhouse for conquering every core topic of applied linear algebra? This definitive reference distills the subject into 99 laser-focused chapters that walk you from scalar arithmetic to the Singular Value Decomposition—with code-ready examples at every step. Whether you’re an engineering student, data-science professional, or researcher hunting for rock-solid numerical methods, you’ll find the clarity, rigor, and hands-on practice that other texts leave out.

What Sets It Apart

• Step-by-Step MATLAB Walkthroughs – Instantly runnable scripts and functions illustrate each theorem, proof, and algorithm.
• Concept-First Structure – Pure mathematics first; syntax second, so you grasp why every command works.
• Comprehensive Coverage – Eigenvalues, LU/QR/Cholesky factorizations, least-squares, pseudoinverses, condition numbers, Kronecker products, sparse matrices, Gershgorin disks, Lyapunov and Sylvester equations, and much more.
• Zero Fluff – No installation guides, no GUI screenshots—just the ironclad math and code professionals need.
• Built for Real-World Impact – Optimize control systems, accelerate machine-learning pipelines, and bulletproof scientific computations.

Inside You’ll Discover

• Proven shortcuts for matrix factorization that slice runtime on large datasets
• How to diagnose ill-conditioned systems with operator norms and condition numbers
• Crafting orthonormal bases using Gram-Schmidt, Householder reflections, and Givens rotations
• Deploying the Singular Value Decomposition for dimensionality reduction and noise filtering
• Leveraging sparse and banded matrix structures to save gigabytes of memory

Unlock deeper intuition, write cleaner code, and solve bigger problems—faster.

Détails de l'édition

• Éditeur: Independently published
• Date d'édition: 2025
• Langue: anglais
• ISBN 13: 9798281942041
• Reliure: Broché
• Nombre de pages: 513
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible