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Convex lifting: theory and control applications

  1. Title statementConvex lifting: theory and control applications / aut. Ngoc Anh Nguyen, Martin Gulan, Sorin Olaru, Pedro Rodriguez-Ayerbe
    Main entry-name Nguyen, Ngoc Anh (Author)
    Another responsib. Gulan, Martin, 1989- Z1 (Author) - SjF Ústav automatizácie, merania a aplikovanej informatiky
    Olaru, Sorin (Author)
    Rodriguez-Ayerbe, Pedro (Author)
    NoteID: 62907
    In IEEE Transactions on Automatic Control. -- ISSN 0018-9286. -- Vol. 63, no. 5 (2018), s. 1243-1258
    Subj. Headings konvexné zdvihnutie
    prediktívne riadenie
    convex lifting
    predictive control
    LanguageEnglish
    Document kindRBX - článok z periodika
    CategoryADC - Scientific titles in foreign carented magazines and noticed year-books
    Category (from 2022)V3 - Vedecký výstup publikačnej činnosti z časopisu
    Year2018
    Citations [1] 2018: FINDEISEN, Rolf - GRAICHEN, Knut - MONNIGMANN, Martin. Embedded optimization in control: an introduction, opportunities, and challenges. In AT-AUTOMATISIERUNGSTECHNIK, 2018, vol. 66, no. 11, pp. 877-902. ISSN 0178-2312.
    [1] 2019: KVASNICA, Michal - BAKARÁČ, Peter - KLAUČO, Martin. Complexity reduction in explicit MPC: A reachability approach. In Systems and Control Letters, 2019-02-01, 124, pp. 19-26. ISSN 01676911.
    [1] 2019: VIVAS-CORTEZ, Miguel J. - KASHURI, Artion - LIKO, Rozana - HERNANDEZ HERNANDEZ, Jorge E. Quantum Estimates of Ostrowski Inequalities for Generalized phi-Convex Functions. In SYMMETRY-BASEL, 2019, vol. 11, no. 12, pp.
    [1] 2020: ORAVEC, Juraj - HORVATHOVA, Michaela - BAKOSOVA, Monika. Energy efficient convex-lifting-based robust control of a heat exchanger. In ENERGY, 2020, vol. 201, no. 0, pp. ISSN 0360-5442.
    [1] 2020: VIVAS-CORTEZ, Miguel J. - KASHURI, Artion - LIKO, Rozana - HERNANDEZ, Jorge E. Quantum Trapezium-Type Inequalities Using Generalized phi-Convex Functions. In AXIOMS, 2020, vol. 9, no. 1, pp.
    [1] 2020: HORVATHOVA, Michaela - ORAVEC, Juraj - BAKOSOVA, Monika. Real-Time Convex-lifting-based Robust Control Using Approximated Control Law. In Proceedings of the IEEE Conference on Decision and Control, 2020-12-14, 2020-December, pp. 2160-2165. ISSN 07431546.
    [1] 2020: LU, Liang - KVASNICA, Michal. Low-complexity stabilizing PWA controllers for linear systems with parametric uncertainties. In IFAC-PapersOnLine, 2020-01-01, 53, 2, pp. 7286-7291.
    [1] 2022: CHANGIZI, Nematollah - SALAHSHOOR, Karim - SIAHI, Mehdi. Design and implementation of a sub-optimal explicit mpc using a novel complexity reduction approach based on fuzzy reshaped active regions. In International Journal of Dynamics and Control, 2022-01-01, pp. ISSN 2195268X.
    [1] 2022: DRGONA, Jan - KIS, Karol - TUOR, Aaron - VRABIE, Draguna - KLAUCO, Martin. Differentiable predictive control: Deep learning alternative to explicit model predictive control for unknown nonlinear systems. In: JOURNAL OF PROCESS CONTROL, 2022, vol. 116, no., pp. 80-92. ISSN 0959-1524.
    [1] 2022: ORAVEC, Juraj - KLAUCO, Martin. Real-time tunable approximated explicit MPC. In: AUTOMATICA, 2022, vol. 142, no., pp. ISSN 0005-1098.
    [1] 2022: TEICHRIB, Dieter - DARUP, Moritz Schulze. Tailored max-out networks for learning convex PWQ functions. In: 2022 European Control Conference, ECC 2022, 2022-01-01, pp. 2272-2278.
    [1] 2022: CHANGIZI, Nematollah - SALAHSHOOR, Karim - SIAHI, Mehdi. Complexity reduction of explicit MPC based on fuzzy reshaped polyhedrons for use in industrial controllers. In: INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2022, vol., no., pp. ISSN 0020-7721.
    [1] 2022: ATHANASOPOULOS, Nikolaos. Polytope shaping while preserving invariance. In: Proceedings of the IEEE Conference on Decision and Control, 2022-01-01, 2022-December, pp. 4996-5001. ISSN 07431546.
    [1] 2023: FALSONE, Alessandro - BIANCHI, Federico - PRANDINI, Maria. Dealing with infeasibility in multi-parametric programming for application to explicit model predictive control. In: Automatica, 2023-11-01, 157, pp. ISSN 00051098.
    [1] 2023: JIN, Ming - KHATTAR, Vanshaj - KAUSHIK, Harshal - SEL, Bilgehan - JIA, Ruoxi. On Solution Functions of Optimization: Universal Approximation and Covering Number Bounds. In: Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023, 2023-06-27, 37, pp. 8123-8131.
    [1] 2023: HORVÁTHOVÁ, Michaela - GALČÍKOVÁ, Lenka - KLAUČO, Martin - ORAVEC, Juraj. Real-Time Optimisation-Based Robust Control: Heat Exchanger Comparative Analysis. In: Proceedings of the IEEE Conference on Decision and Control, 2023-01-01, pp. 6541-6546. ISSN 07431546.
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