Geometry of Differential Geometry of Robotics Self-optimization: A branch of mathematics that deals with the properties and relations of robotics self-optimization, which is the study of how robotic systems can autonomously optimize their performance and adapt to changing environments, and the manipulation of these properties and relations to solve geometric problems.