TROTS - The Radiotherapy Optimisation Test Set
The Radiotherapy Optimisation Test Set (TROTS) is an extensive set of problems originating from radiotherapy (radiation therapy) treatment planning. This dataset is created for 2 purposes: (1) to supply a large-scale dense dataset to measure performance and quality of mathematical solvers, and (2) to supply a dataset to investigate the multi-criteria optimisation and decision-making nature of the radiotherapy problem. The dataset contains 145 problems (patients), divided over 7 different treatment protocols/tumour types. Each problem contains numerical data, a configuration for the optimisation problem, and data required to visualise and interpret the results. The data is stored as HDF5 compatible Matlab files, and includes scripts to work with the dataset. This record is the main landing page for links to the TROTS dataset. Links to the project page, updates and newer versions can be found here, and will be updated if necessary.
|Keywords||Radiotherapy, Nonlinear optimisation, Multiple objective programming, OR in health services, Large-Scale Optimisation|
|Persistent URL||dx.doi.org/10.5281/zenodo.2708302, dx.doi.org/10.5281/zenodo.3461021, hdl.handle.net/1765/116520|
Breedveld, S, & Heijmen, B.J.M. (2019). TROTS - The Radiotherapy Optimisation Test Set. doi:10.5281/zenodo.3461021