Healing strategies for networks: Difference between revisions
From Santa Fe Institute Events Wiki
No edit summary |
|||
| Line 12: | Line 12: | ||
# [http://www.santafe.edu/events/workshops/index.php/Sayan_Bhattacharyya Sayan] -- See suggested project on healing in lexical networks at this page: [http://www.santafe.edu/events/workshops/index.php/Lexical_networks Lexical Networks] | # [http://www.santafe.edu/events/workshops/index.php/Sayan_Bhattacharyya Sayan] -- See suggested project on healing in lexical networks at this page: [http://www.santafe.edu/events/workshops/index.php/Lexical_networks Lexical Networks] | ||
# [http://www.santafe.edu/events/workshops/index.php/Christian_Darabos Christian Darabos] | # [http://www.santafe.edu/events/workshops/index.php/Christian_Darabos Christian Darabos] | ||
# ... | # [[Amitabh Trehan]] | ||
#... | |||
== Overview == | == Overview == | ||
Revision as of 17:51, 9 June 2007
| CSSS Santa Fe 2007 |
Title
An investigation into healing strategies for boolean networks (?) [Perhaps lexical networks as well - see further below]
Can be seen as the boolean approach of Learning & the aging brain --Amelie
Members
- Alex Healing
- Amelie Veron
- Sayan -- See suggested project on healing in lexical networks at this page: Lexical Networks
- Christian Darabos
- Amitabh Trehan
- ...
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
...