Mihai Anitescu
- Accelerating Optimal Power Flow with GPUs: SIMD Abstraction of Nonlinear Programs and Condensed-Space Interior-Point Methods
2023/07/31 by Sungho Shin, Shin, Sungho, François Pacaud +3 · 11 citations
Computer Science · Engineering · Mathematics · #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Matrix Theory and Algorithms #Numerical methods for differential equations #Optimization and Control (math.OC) #Parallel #Power System Optimization and Stability #and Cluster Computing (cs.DC)
- An Adaptive Stochastic Sequential Quadratic Programming with Differentiable Exact Augmented Lagrangians
2021/02/10 by Sen Na, Mihai Anitescu, Na, Sen +3 · 5 citations
Decision Sciences · Computer Science · #Risk and Portfolio Optimization #Stochastic Gradient Optimization Techniques #Advanced Bandit Algorithms Research
- Inequality Constrained Stochastic Nonlinear Optimization via Active-Set Sequential Quadratic Programming
2021/09/23 by Sen Na, Mihai Anitescu, Na, Sen +3 · 5 citations
Computer Science · Decision Sciences · #Auction Theory and Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Risk and Portfolio Optimization #Stochastic Gradient Optimization Techniques
- Exploiting GPU/SIMD Architectures for Solving Linear-Quadratic MPC Problems
2022/09/26 by David R. Cole, Cole, David, Sungho Shin +7 · 3 citations
Computer Science · Engineering · #Advanced Control Systems Optimization #FOS: Mathematics #Optimization and Control (math.OC) #Parallel Computing and Optimization Techniques #Stability and Control of Uncertain Systems
- Parallel Interior-Point Solver for Block-Structured Nonlinear Programs on SIMD/GPU Architectures
2023/01/12 by François Pacaud, Pacaud, François, Michel Schanen +7 · 2 citations
Computer Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Matrix Theory and Algorithms #Optimization and Control (math.OC) #Parallel Computing and Optimization Techniques
- Superconvergence of Online Optimization for Model Predictive Control
2020/01/11 by Sen Na, Mihai Anitescu, Na, Sen +1 · 1 citation
Decision Sciences · Engineering · Mathematics · #Advanced Bandit Algorithms Research #Advanced Control Systems Optimization #Advanced Optimization Algorithms Research #Dynamical Systems (math.DS) #FOS: Electrical engineering #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Distributionally Robust Optimization with Correlated Data from Vector Autoregressive Processes
2019/09/08 by Xialiang Dou, Dou, Xialiang, Mihai Anitescu +1 · 1 citation
Decision Sciences · Mathematics · #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Other Statistics (stat.OT) #Probabilistic and Robust Engineering Design #Risk and Portfolio Optimization #Statistical Methods and Inference
- Exponential Decay in the Sensitivity Analysis of Nonlinear Dynamic\n Programming
2019/12/13 by Sen Na, Mihai Anitescu, Na, Sen +1 · 2 citations
Computer Science · Economics, Econometrics and Finance · #Economic theories and models #FOS: Electrical engineering #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Optimization and Variational Analysis #Systems and Control (eess.SY) #electronic engineering #information engineering
- Leveraging GPU batching for scalable nonlinear programming through massive Lagrangian decomposition
2021/06/28 by Youngdae Kim, Kim, Youngdae, François Pacaud +5 · 1 citation
Computer Science · Engineering · #65K05 #90-04 #90-08 #90C06 #90C30 #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Low-power high-performance VLSI design #Mathematical Software (cs.MS) #Optimization and Control (math.OC) #Parallel #Parallel Computing and Optimization Techniques #Power System Optimization and Stability #and Cluster Computing (cs.DC)
- Flexible nonstationary spatio-temporal modeling of high-frequency\n monitoring data
2020/07/22 by Christopher J. Geoga, Mihai Anitescu, Geoga, Christopher J. +3 · 1 citation
Earth and Planetary Sciences · Environmental Science · #Applications (stat.AP) #Atmospheric and Environmental Gas Dynamics #Climate variability and models #FOS: Computer and information sciences #Meteorological Phenomena and Simulations #Methodology (stat.ME)
- Scalable Multi-Period AC Optimal Power Flow Utilizing GPUs with High Memory Capacities
2024/05/22 by Sungho Shin, Shin, Sungho, Vishwas Rao +7 · 2 citations
Engineering · #FOS: Mathematics #High-Voltage Power Transmission Systems #Optimal Power Flow Distribution #Optimization and Control (math.OC) #Power System Optimization and Stability
- Condensed Interior-Point Methods for Scalable Nonlinear Programming on GPUs
2024/05/23 by François Pacaud, Pacaud, François, Sungho Shin +7 · 3 citations
Computer Science · Mathematics · #Advanced Optimization Algorithms Research #Matrix Theory and Algorithms #Parallel Computing and Optimization Techniques #math.OC
- A Framework for Balancing Power Grid Efficiency and Risk with Bi-objective Stochastic Integer Optimization
2024/05/28 by Ramsey Rossmann, Mihai Anitescu, Rossmann, Ramsey +11 · 1 citation
Engineering · #90C15 #Electric Power System Optimization #Energy Load and Power Forecasting #FOS: Mathematics #Optimization and Control (math.OC) #Smart Grid Energy Management
- A Fast Temporal Decomposition Procedure for Long-horizon Nonlinear Dynamic Programming
2021/07/24 by Sen Na, Na, Sen, Mihai Anitescu +3 · 1 citation
Computer Science · Engineering · Mathematics · #Advanced Control Systems Optimization #Advanced Optimization Algorithms Research #Dynamical Systems (math.DS) #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis
- Harnessing GPU Acceleration in Large-Scale Process Optimization
2026/07/16 by Boxun Huang, David Y. Shu, Michel Schanen +3
#math.OC