Explain why this method will not only speed up the convergence of the k-means algorithm, but also guarantee the quality of the final clustering results.

Analyze the factors that influence the choice between the following pairs of processes to make the products indicated: i) sand casting versus die casting of an electric-motor housing ii) thread rolling versus machining of a bolt for high-strength application. (co3/c5)