Resilience Analysis of Critical Infrastructure Networks
The demonstrator shows the time evolution of a small network with failures. Users can choose to analyse systems with either one, two or three nodes, where always one node is exhibiting a defect state. For a given number of time steps results may be loaded, which show how the population of each quantum states evolves. Depending on availability, new results can be generated on IBM backends.
Sensitivity Analysis for Network Failure
In this demonstrator, we perform hybrid, Grover based optimization to find the single network parameter change leading to the largest reduction of the critical failure probability in a cascading network. The implemented Grover search algorithm utilizes an imperfect, Quantum Amplitude Estimation (QAE) based oracle.
Disclaimer
The interactive demonstrator notebooks have been licensed under the Apache licence (version 2.0). The files may only be used in accordance with the licence. A copy of the licence can be downloaded from http://www.apache.org/licenses/LICENSE-2.0 Except as required by applicable law or agreed to in writing, software distributed under this licence is distributed on an "AS IS" basis, without warranties or conditions of any kind, either express or implied. See the licence for the specific rights and restrictions associated with it.
This is a research prototype. Liability for loss of profit, loss of production, business interruption, loss of use, loss of data and information, financing costs and other financial and consequential damage is excluded, except in cases of gross negligence, intent and personal injury.