Healing strategies for networks: Difference between revisions
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An investigation into healing strategies for boolean networks (?) | An investigation into healing strategies for boolean networks (?) | ||
Can be seen as the boolean approach of [[Learning & the aging brain]] --Amelie | Can be seen as the boolean approach of [[Learning & the aging brain]] --Amelie | ||
Revision as of 03:39, 8 June 2007
| CSSS Santa Fe 2007 |
Title
An investigation into healing strategies for boolean networks (?)
Can be seen as the boolean approach of Learning & the aging brain --Amelie
Members
Overview
Simple
- Random Boolean Network
- Evolve network parameters (boolean function, connections, ...)
- Select n best networks
- Apply different healing strategies to each n network and compare
Evolved-Resilience Network
- Random Boolean Network
- Evolve with failures / insertions
- Select n best networks
- Apply different healing strategies
Healing Strategies
- Re-evolve whole network
- Local healing / Directed evolution
- Static re-evolution around failure point
- Breadth-first
- Depth-first
- Dynamic expansion of re-evolution
- Static re-evolution around failure point
Types of failure
- Removal of node
- Removal of connections
- Byzantine failure(Insertion of 'crazy' node)
Still to decide
- Simulation environment - Java?
- Stochasisity / non-determinism?
- Boolean functions, etc...
Background Reading
- A description of Boolean Networks with examples and pictures
- Wikipedia article with links to Stuart Kauffman's work
...