Appendix: Opening the Black Box
Mathematical Structure of the Methodology
In this appendix to “Opening the Black Box,” (Fortnightly, January 2014), we briefly describe the basic components of the models for managing aging assets: how to represent the condition of such assets and the outcome of replacement, maintenance, and testing decisions.
The model structure is one of optimal control with dynamic state variables and uncertainty. Let