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math.OC2026
New Modelling and Solution Frameworks for Multiple Objectives, Decomposability and Impulsivity in Continuous-time Markov Decision Processes
Luke Fairley, Rob Shone, Peter Jacko +1
Impulsive control, in the context of continuous-time Markov decision processes (CTMDPs), refers to actions that instantaneously update the state of the process, leading to theoreti…
math.OC2025
A Bi-Objective Markov Decision Process Design approach to redundancy allocation with dynamic maintenance for a parallel system
Luke Fairley, Rob Shone, Peter Jacko +1
The reliability of a system can be improved by the addition of redundant elements, giving rise to the well-known redundancy allocation problem (RAP). We propose a novel extension t…