Finding the Limits of Machine Learning in Optimization

27 September 2022, Version 1

Abstract

The initial position and velocity of a robot is given, and the problem posed is to make it stop at the origin in the shortest possible time, given a maximum acceleration and speed. The optimization problem for the acceleration direction is solved numerically and analytically with both local and global optimization techniques.

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