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Easily repairable networks: reconnecting nodes after damage
Robert S Farr1, John L Harer2, Thomas M A Fink3
1London Institute for Mathematical Sciences, 35a South Street, Mayfair, London W1K 2XF, United Kingdom and Unilever R&D, Colworth Science Park, MK44 1LQ Bedford, United Kingdom.
This study introduces repairable distribution networks, proving optimal designs on lattices have low reconnection costs and three structural levels. These networks can withstand repeated attacks with minimal cost increases.
Area of Science:
- Network Science
- Complex Systems
- Robustness and Resilience Engineering
Background:
- Traditional network design prioritizes redundancy to withstand damage.
- This approach can be costly and inefficient.
- Alternative strategies for network resilience are needed.
Purpose of the Study:
- To introduce and analyze a novel class of repairable distribution networks.
- To investigate the ease of reconnection after damage rather than disconnection.
- To determine the structural properties and resilience of these networks under various attack scenarios.
Main Methods:
- Development of a theoretical framework for repairable networks.
- Mathematical analysis of network properties on regular lattices.
- Modeling of network behavior under repeated damage and repair cycles.
Main Results:
- Optimal repairable networks on regular lattices exhibit an expected reconnection cost proportional to lattice length.
- These optimal networks possess a distinct structural hierarchy with exactly three levels.
- Networks designed with repairable repairs demonstrate resilience against an unlimited number of attacks.
Conclusions:
- Repairable network design offers a viable and potentially more efficient alternative to redundancy.
- The identified structural hierarchy is key to achieving high resilience.
- This approach significantly enhances network robustness against persistent threats.
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