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Publications about 'Bilevel Optimization'
Articles in journal, book chapters
  1. F. Dörfler, J. Coulson, and I. Markovsky. Bridging direct & indirect data-driven control formulations via regularizations and relaxations. IEEE Transactions on Automatic Control, 68(2):883-897, January 2023. Keyword(s): Behavioral Systems Theory, Data-Driven Control, Bilevel Optimization. [bibtex-entry]


  2. G. Panagiotis, G. Belgioioso, C. Cenedese, M. Fochesato, J. Lygeros, and F Dörfler. BIG Hype: Best Intervention in Games via Distributed Hypergradient Descent. 2023. Note: In press. DOI: 10.1109/TAC.2024.3410890. Keyword(s): Online optimization, Bilevel Optimization. [bibtex-entry]


  3. M. Picallo, S. Bolognani, and F. Dörfler. Predictive-sensitivity: Beyond Singular Perturbation for Control Design on Multiple Time Scales. IEEE Transactions on Automatic Control, 68(4):2309-2324, April 2023. Keyword(s): Bilevel Optimization, Online Optimization. [bibtex-entry]


  4. I. Markovsky and F. Dörfler. Behavioral systems theory in data-driven analysis, signal processing, and control. Annual Reviews in Control, 52:42-64, 2021. Keyword(s): Behavioral Systems Theory, Data-Driven Control, Bilevel Optimization, System Identification. [bibtex-entry]


Conference articles
  1. P. Grontas, C. Cenedese, M. Fochesato, G. Belgioioso, J. Lygeros, and F. Dörfler. Designing Optimal Personalized Incentive for Traffic Routing using BIG Hype algorithm. In Proceedings of the 62nd IEEE Conference on Decision and Control, pages 3142-3147, December 2023. Keyword(s): Online Optimization, Transportation, Bilevel Optimization. [bibtex-entry]


Miscellaneous
  1. P. Grontas, C. Cenedese, M. Fochesato, G. Belgioioso, J. Lygeros, and F. Dörfler. Designing Optimal Personalized Incentive for Traffic Routing using BIG Hype algorithm, April 2023. Note: Available at https://arxiv.org/abs/2304.12004. Keyword(s): Online Optimization, Transportation, Bilevel Optimization. [bibtex-entry]


  2. G. Panagiotis, G. Belgioioso, C. Cenedese, M. Fochesato, J. Lygeros, and F Dörfler. BIG Hype: Best Intervention in Games via Distributed Hypergradient Descent, March 2023. Note: Available at https://arxiv.org/abs/2303.01101. Keyword(s): Online optimization, Bilevel Optimization. [bibtex-entry]


  3. F. Dörfler, J. Coulson, and I. Markovsky. Bridging direct & indirect data-driven control formulations via regularizations and relaxations, January 2021. Note: Available at https://arxiv.org/abs/2101.01273. Keyword(s): Behavioral Systems Theory, Data-Driven Control, Bilevel Optimization. [bibtex-entry]


  4. I. Markovsky and F. Dörfler. Behavioral systems theory in data-driven analysis, signal processing, and control, July 2021. Note: Available at http://homepages.vub.ac.be/ imarkovs/publications/overview-ddctr.pdf. Keyword(s): Behavioral Systems Theory, Data-Driven Control, Bilevel Optimization. [bibtex-entry]


  5. M. Picallo, S. Bolognani, and F. Dörfler. Predictive-sensitivity: Beyond Singular Perturbation for Control Design on Multiple Time Scales, January 2021. Note: Available at https://arxiv.org/abs/2101.04367. Keyword(s): Bilevel Optimization, Online Optimization. [bibtex-entry]



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Last modified: Wed Sep 25 23:45:56 2024
Author: Florian Dorfler.


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