Abstract
A degenerate two-dimensional diffusion process is considered as a model for the amount of deterioration at time t that a device can suffer before having to be repaired or replaced. The model is such that is strictly decreasing with time. Moreover, the deterioration rate is assumed to increase after a random amount of time. An approximate solution is sought to the problem of maximizing the expected remaining useful lifetime of the device when it is weakly controlled.
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