2nd European Workshop on Automatic Differentiation
Thursday November 17- Friday November 18, 2005
Whitworth Conference Centre
Cranfield University (Shrivenham Campus)
Defence Academy of the UK
Shrivenham, Swindon
Bruce Christianson and Michael Bartholomew-Biggs (University of Hertfordshire)
Optimizing Preventive Maintenance Models
Abstract: We consider the problem of scheduling preventive maintenance so as to minimize the expected total repair and replacement costs over the lifetime of a system. Our AD-based approach involves some non-standard features, such as treating the number of maintenance events as a continuous variable, and the use of smooth penalty functions of fletcher type in the context of a global optimization regime.
Slides: ChristiansonNov05.pdf