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Using Randomized Linear Algebra in Optimization
, M.Sc. Thesis Sharif University of Technology ; Tefagh, Mojtaba (Supervisor) ; Hossein Khalaj, Babak (Supervisor)
Abstract
One of the common methods for cancer treatment is radiotherapy, which is used in combination with other treatment methods, such as surgery and chemotherapy, as one of the fundamental strategies in treating many cancer patients. This approach not only helps achieve more effective results in cancer treatment, but also enables patients to experience fewer side effects compared to other treatment methods and improves their quality of life. Optimization in radiotherapy is the primary step in the process of determining the optimal radiation doses for each patient. This process involves adjusting the intensity and direction of the beams in such a way that provides significant therapeutic benefits...