This paper considers the problem of pollution accumulation in order to maximize the long-run average welfare functional in environmental economics. We approach the problem by solving the associated Hamilton-Jacobi-Bellman equation in the classical sense, via the viscosity solution method. The optimal policy is shown to exist in a feedback from, and the maximum value is also obtained independently of the initial level of pollution. An equilibrium of the optimal stock of pollution is discussed.