2 citations · 2 across the 3 of their papers we have counts for
3 papers
math.OC2023
Accelerating L-shaped Two-stage Stochastic SCUC with Learning Integrated Benders Decomposition
Fouad Hasan, Amin Kargarian
Benders decomposition is widely used to solve large mixed-integer problems. This paper takes advantage of machine learning and proposes enhanced variants of Benders decomposition f…
eess.SY2023★ 2 cited
Optimal Power Flow Solutions via Noise-Resilient Quantum-Inspired Interior-Point Methods
Farshad Amani, Amin Kargarian
This paper presents three quantum interior-point methods (QIPMs) tailored to tackle the DC optimal power flow (DCOPF) problem using noisy intermediate-scale quantum devices. The op…
quant-ph2023
Trainable Variational Quantum-Multiblock ADMM Algorithm for Generation Scheduling
Reza Mahroo, Amin Kargarian
The advent of quantum computing can potentially revolutionize how complex problems are solved. This paper proposes a two-loop quantum-classical solution algorithm for generation sc…