Tight-binding model is developed to study the structural and electronic pro
perties of silver clusters. The ground state structures of Ag clusters up t
o 21 atoms are optimized by molecular dynamics-based genetic algorithm. The
results on small Ag, clusters (n = 3-9) are comparable to ab initio calcul
ations. The size dependence of electronic properties such as density of sta
tes, s-d band separation, HOMO-LUMO gap, and ionization potentials are disc
ussed. Magic number behavior at Ag-2, Ag-8, Ag-14, Ag-18, Ag-20 is obtained
, in agreement with the prediction of electronic ellipsoid shell model. We
suggest that both the electronic and geometrical effect play significant ro
le in the coinage metal clusters.