Autonomous convergence theorem

The Autonomous Convergence Theorem generally refers to a result in the field of dynamical systems or mathematical models, particularly in the context of learning algorithms or optimization. Though the specific term "Autonomous Convergence Theorem" may not be universally defined across all fields, it commonly relates to scenarios where a system converges to a stable state or solution without external intervention, often facilitated by self-contained or "autonomous" dynamics.