resil_opt_examples's Introduction

resil_opt_examples

This repository contains examples of resilience optimization problems for the study of optimization approaches and strategies.

The models are:

/Notional System Problem, which provides a basic demonstration of an Integrated Resilience Optimization problem where all variables are continuous.
/Cooling Tank Problem, which provides a demonstration of an Integrated Resilience Optimization problem with mixed variable types where the model is defined in a (fmdtools) dynamical resilience simulation.
/Drone Problem, which provides a demonstration of an Integrated Resilience Optimization problem with a decomposable resilience model defined in a (fmdtools) dynamical resilience simulation.
/EPS Redundancy Problem, which demonstrates a Resilience-based Design Optimization formulation where the optimization is decomposed to each redundancy. It uses an IBFM simulation.
/Monopropellant System Problem, which demonstrates a Resilience Policy Optimization formulation solved with an evolutionary algorithm. It uses an IBFM simulation.
/Pandemic Response Problem, which demonstrates a Resilience Policy Optimization formulation solved with a differential evolution algorithm. It is defined in a standalone model.