A neural drift-plus-penalty algorithm for network power allocation and routing

Ahmed Rashwan, Keith Briggs, Chris Budd

The drift-plus-penalty method is a Lyapunov optimisation technique commonly applied to network routing problems. It reduces the original stochastic planning task to a sequence of g…