The ''basic-hopping'' global optimization technique developed by Wales and Doye is employed to study the global minima of silicon clusters Si n (3рnр30) with three empirical potentials: the Stillinger-Weber ͑SW͒, the modified Stillinger-Weber ͑MSW͒, and the Gong potentials. For the small-sized SW and Gong clusters (3рnр15), it is found that the global minima obtained based on the basin-hopping method are identical to those reported by using the genetic algorithm ͓Iwamatsu, J. Chem. Phys. 112, 10976 ͑2000͔͒, as well as with those by using molecular dynamics and the steepest-descent quench ͑SDQ͒ method ͓Feuston, Kalia, and Vashishta, Phys. Rev. B 37, 6297 ͑1988͔͒. However, for the mid-sized SW clusters (16рnр20), the global minima obtained differ from those based on the SDQ method, e.g., the appearance of the endohedral atom with fivefold coordination starting at nϭ17, as opposed to nϭ19. For larger SW clusters (20рn р30), it is found that the ''bulklike'' endohedral atom with tetrahedral coordination starts at n ϭ20. In particular, the overall structural features of SW Si 21 , Si 23 , Si 25 , and Si 28 are nearly identical to the MSW counterparts. With the SW Si 21 as the starting structure, a geometric optimization at the B3LYP/6-31G͑d͒ level of density-functional theory yields an isomer similar to the ground-stateisomer of Si 21 reported by Pederson et al. ͓Phys. Rev. B 54, 2863 ͑1996͔͒.