Based on an equations-of-motion method in the framework of Heisenberg'
s matrix mechanics, we investigate the conditions under which a one-di
mensional quantum mechanical system becomes exactly solvable. By linea
rizing the equation of motion which is a double-commutation relation o
f some appropriately chosen function of the position operator with the
Hamiltonian, we obtained a set of nontrivial exactly solvable potenti
als in one dimension. These potentials not only can be solved analytic
ally in closed forms but also contain both the Morse potential and the
Poschl-Teller potential as their limiting cases. They may thus be val
uable for some potential model calculations as well as for testing var
ious approximation schemes. We also examine these potentials in the fr
amework of supersymmetric quantum mechanics, which is particularly use
ful for studying exactly solvable potentials.