In this project, you will implement and benchmark different optimization methods to solve a wide range of problems common in HCI. You will develop a set of benchmarking tasks and optimization methods for solving these. The main research goal is to assess the strengths and weaknesses of each method when solving different tasks. You can build upon our optimization toolkit (AUIT for Unity, see below), use Python, or a combination of both.
Requirements:
- Knowledge about optimization methods.
- Familiar with Python.
- Interest in math.
Links:
- https://dl.acm.org/doi/abs/10.1145/3526113.3545651
- https://github.com/joaobelo92/multi-objective-opt-notebook
Contact:
jbelo@cs.uni-saarland.de
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