MAGMA: Multiplier-Augmented Geometric Motion Algorithm
MAGMA is a trajectory optimizer designed for high-dimensional mechanical systems with complex constraints. It combines an Affine Geometric Heat Flow with an augmented Lagrangian framework solved via a primal-dual flow. This method automatically balances satisfying constraints and achieving optimality by evolving primal and dual variables, leading to high-quality solutions with less manual tuning.