Optimization Models
eBook - PDF

Optimization Models

  1. English
  2. PDF
  3. Available on iOS & Android
eBook - PDF

About this book

Emphasizing practical understanding over the technicalities of specific algorithms, this elegant textbook is an accessible introduction to the field of optimization, focusing on powerful and reliable convex optimization techniques. Students and practitioners will learn how to recognize, simplify, model and solve optimization problems - and apply these principles to their own projects. A clear and self-contained introduction to linear algebra demonstrates core mathematical concepts in a way that is easy to follow, and helps students to understand their practical relevance. Requiring only a basic understanding of geometry, calculus, probability and statistics, and striking a careful balance between accessibility and rigor, it enables students to quickly understand the material, without being overwhelmed by complex mathematics. Accompanied by numerous end-of-chapter problems, an online solutions manual for instructors, and relevant examples from diverse fields including engineering, data science, economics, finance, and management, this is the perfect introduction to optimization for undergraduate and graduate students.

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Yes, you can access Optimization Models by Giuseppe C. Calafiore,Laurent El Ghaoui in PDF and/or ePUB format, as well as other popular books in Mathematics & Linear & Nonlinear Programming. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Half-title
  3. Title page
  4. Copyright information
  5. Dedication
  6. Table of contents
  7. Preface
  8. 1 Introduction
  9. I Linear algebra models
  10. II Convex optimization models
  11. III Applications
  12. Index