Adaptive Quantum Optimized Centroid Initialization

Nicholas R. Allgood, Ajinkya Borle, Charles K. Nicholas

Prototype-based clustering algorithms such as k-means are sensitive to the selection of initial cluster centroids, with poor initialization leading to slower convergence and subopt…