Numerical Algorithms av Justin (Princeton University New Jersey USA) Solomon

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<p><strong>Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics</strong> 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 textbook introduces numerical modeling and algorithmic design from a practical standpoint and provides insight into the theoretical tools needed to support these skills.</p><p>The book covers a wide range of topics¿from numerical linear algebra to optimization and differential equations¿focusing on real-world motivation and unifying themes. It incorporates cases from computer science research and practice, accompanied by highlights from in-depth literature on each subtopic. Comprehensive end-of-chapter exercises encourage critical thinking and build students¿ intuition while introducing extensions of the basic material.</p><p>The text is designed for advanced undergraduate and begi