Sparsity Methods for Systems and Control

ISBN-13: 9781680837247 / Angielski / Twarda / 2020 / 220 str.

Masaaki Nagahara

Spis treści

• 1. Introduction
• Part I: Sparse Representation for Vectors
• 2. What is Sparsity?
• 3. Curve Fitting and Sparse Optimization
• 4. Algorithms for Convex Optimization
• 5. Greedy Algorithms
• 6. Applications of Sparse Representation
• Part II: Sparsity Methods in Optimal Control
• 7. Dynamical Systems and Optimal Control
• 8. Maximum Hands-off Control
• 9. Numerical Optimization by Time Discretization
• 10. Advanced Topics