Robust and structure exploiting optimisation algorithms: an integral quadratic constraint approach
Author:
Affiliation:
1. Institute for Systems Theory and Automatic Control, University of Stuttgart, Stuttgart, Germany
2. Mathematical Systems Theory, University of Stuttgart, Stuttgart, Germany
Funder
Deutsche Forschungsgemeinschaft
Publisher
Informa UK Limited
Subject
Computer Science Applications,Control and Systems Engineering
Link
https://www.tandfonline.com/doi/pdf/10.1080/00207179.2020.1745286
Reference41 articles.
1. Aybat, N. S., Fallah, A., Gürbüzbalaban, M. & Ozdaglar, A. (2019). Robust accelerated gradient methods for smooth strongly convex functions. ArXiv e-prints arXiv:1805.10579.
2. Control Perspectives on Numerical Algorithms and Matrix Problems
3. Boczar, R., Lessard, L., Packard, A. & Recht, B. (2017). Exponential stability analysis via integral quadratic constraints. ArXiv e-prints arXiv:1706.01337.
4. Boczar, R., Lessard, L. & Recht, B. (2015). Exponential convergence bounds using integral quadratic constraints. Proceedings of the 54th IEEE Conference on Decision and Control (CDC) (7516–7521). Osaka, Japan.
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