Solution Manual Optimization Models 1st Edition by Giuseppe C. Calafiore

Solution Manual Optimization Models 1st Edition by Giuseppe C. Calafiore

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Solution Manual Optimization Models 1st Edition by Giuseppe C. Calafiore

Giuseppe C. Calafiore, Laurent El Ghaoui

This textbook provides an accessible introduction to optimization, with a focus on convex optimization techniques. It is designed for students and practitioners, covering key concepts in linear algebra, least-squares, linear and quadratic programming, and convex programming. The book includes numerous examples and problems from various fields like data science, engineering, economics, and finance, making it a versatile resource for both undergraduate and graduate courses.

ISBN-10: 1107050871
ISBN-13: 9781107050877

Table of Contents
1. Introduction to Optimization
2. Linear Algebra and Optimization
3. Linear Programming
4. Quadratic Programming
5. Convex Optimization
6. Applications in Machine Learning
7. Applications in Computational Finance
8. Applications in Control
9. Applications in Engineering Design
Appendices: Mathematical Preliminaries, Solutions to Selected Problems

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