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math.OC2024
A GPU-Accelerated Interior Point Method for Radiation Therapy Optimization
Felix Liu, Albin Fredriksson, Stefano Markidis
Optimization plays a central role in modern radiation therapy, where it is used to determine optimal treatment machine parameters in order to deliver precise doses adapted to each…
math.OC2023
Krylov Solvers for Interior Point Methods with Applications in Radiation Therapy and Support Vector Machines
Felix Liu, Albin Fredriksson, Stefano Markidis
Interior point methods are widely used for different types of mathematical optimization problems. Many implementations of interior point methods in use today rely on direct linear…