Solve the bank equation first:
For the objective separates into pointwise strictly concave functions of positive . Their derivative is . Setting it to zero gives the unique optimum
Let , equal to when and otherwise. Then is strictly increasing from negative infinity to as increases from zero to infinity. Consequently
is the unique positive multiplier with zero terminal balance.
For the constrained problem with no terminal reward, is exactly the weighted spending budget . The candidate spends that budget exactly. Concavity gives . Since , integrating this inequality makes the utility function difference nonpositive for every feasible control. This proves the requested optimality of the logarithmic spending with a terminal multiplier solution directly, including uniqueness up to changes on measure-zero sets.