Introduction to Algorithmic Differentiation

Lecture + Tutorial

Contents

• intro and SNC++
• essential linear algebra
• essential calculus
• finite differences
• first derivative models and code
• Jacobian compression
• second derivative models and code
• Hessian compression
• Xmas lecture
• higher derivative models and code
• optimized derivative code