Solomon, Justin

Numerical Algorithms : Methods for computer vision, machine learning, and graphics - Boca Raton : CRC press, 2025. - xx, 379p. : ill. ; 24 cm.

Includes Bibliography and index

This text presents a new approach to numerical analysis for modern computer scientists. Using examples from a broad base of computational tasks, including data processing, computational photography, and animation, the book introduces numerical modeling and algorithmic design from a practical standpoint and provides insight into the theoretical tools needed to support these skills. Comprehensive end-of-chapter exercises encourage critical thinking and build students’ intuition while introducing extensions of the basic material.

9781032941226


Nonlinear Systems
Eigenvectors
Numerics and Error Analysis
Column spaces and QR