Thus, the objective is to maximize the expected profit by finding the optimal numbers of workers in various knowledge levels to fulfill both production and training requirement. When a company loses skilled workers in the upperlevels, it cannot be directly compensated. This means that the company is only able to do the demand satisfaction by recruiting workers in the first level (new-hired workers).