 We solve the primal and adjoint problems using the same initial saddle-point formulation , but with different right-hand sides.
<clarity>  We solve the primal and adjoint problems using the same initial saddle-point formulation , but with different right-hand sides.
 We solve the primal and adjoint problems considering the same saddle-point formulation , but with different right-hand sides.