Algorithm convergence

Algorithm convergence occurs when an algorithm reaches a stable point where further processing results in negligible change, indicating it has effectively solved the problem or found an optimal or satisfactory solution. Think of it like following steps toward a destination—once you arrive and don’t need to move further, you've converged. In computational tasks, this means the algorithm has completed its iterations and outputs consistent results, ensuring efficiency and reliability without endless looping or unnecessary calculations.