Milan Korda
- Linear predictors for nonlinear dynamical systems: Koopman operator meets model predictive control
2018/03/28 by Milan Korda, Igor Mezić · 87 citations
Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Advanced Control Systems Optimization #Fluid Dynamics and Turbulent Flows
- On Convergence of Extended Dynamic Mode Decomposition to the Koopman Operator
2017/11/13 by Milan Korda, Igor Mezić · 22 citations
- Convex computation of the maximum controlled invariant set for polynomial control systems
2013/03/26 by Milan Korda, Didier Henrion, Korda, Milan +3 · 3 citations
Engineering · Mathematics · #Advanced Control Systems Optimization #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Stability and Control of Uncertain Systems
- Stability and Performance Verification of Optimization-based Controllers
2015/01/16 by Milan Korda, Colin N. Jones, Korda, Milan +1 · 3 citations
Engineering · Mathematics · #Advanced Control Systems Optimization #Advanced Optimization Algorithms Research #Control Systems and Identification #FOS: Mathematics #Optimization and Control (math.OC)
- Learning Parametric Koopman Decompositions for Prediction and Control
2023/10/02 by Yue Guo, Guo, Yue, Milan Korda +5 · 5 citations
Physics and Astronomy · #Model Reduction and Neural Networks
- Exploiting ideal-sparsity in the generalized moment problem with application to matrix factorization ranks
2022/09/20 by Milan Korda, Monique Laurent, Korda, Milan +5 · 2 citations
Computer Science · Chemistry · Mathematics · #Matrix Theory and Algorithms #Metal-Organic Frameworks: Synthesis and Applications #Advanced Optimization Algorithms Research
- Converging outer approximations to global attractors using semidefinite\n programming
2020/05/07 by Corbinian Schlosser, Milan Korda, Schlosser, Corbinian +1 · 1 citation
Biochemistry, Genetics and Molecular Biology · Mathematics · Physics and Astronomy · #34D45 (primary) #90C22 (secondary) #Advanced Optimization Algorithms Research #Advanced Thermodynamics and Statistical Mechanics #Dynamical Systems (math.DS) #FOS: Mathematics #Gene Regulatory Network Analysis #Optimization and Control (math.OC)
- Occupation measure relaxations in variational problems: the role of convexity
2023/03/04 by Didier Henrion, Henrion, Didier, Milan Korda +5 · 1 citation
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques
- Optimal Control of 1D Semilinear Heat Equations with Moment-SOS Relaxations
2024/11/18 by Charlie Lebarbé, Émilien Flayac, Lebarbé, Charlie +7 · 1 citation
Engineering · Mathematics · #Differential Equations and Numerical Methods #FOS: Mathematics #Numerical methods in inverse problems #Optimization and Control (math.OC) #Stability and Controllability of Differential Equations
- Convex computation of the region of attraction of polynomial control systems
2012/08/08 by Didier Henrion, Henrion, Didier, Milan Korda +1 · 1 citation
Mathematics · Engineering · #Advanced Optimization Algorithms Research #Advanced Control Systems Optimization #Stability and Control of Uncertain Systems