Meltzer, P;
Bentley, PJ;
(2018)
Interacting Hierarchical Dynamic Networks.
In: Ikegami, T and Virgo, N and Witkowski, O and Oka, M and Suzuki, R and Iizuka, H, (eds.)
Artificial Life Conference Proceedings.
(pp. pp. 582-589).
MIT Press
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Abstract
In this work we present IHDNs: an original model of computation for the simulation of interacting, dynamic, multi-scale systems. We show that a novel message passing mechanism that operates across layers of abstraction in hierarchical dynamic networks is effective in expressing the complex dependencies of living systems. Using a conventional computational model of cell evolution in cancerous tumour growth for comparison, we demonstrate the validity of IHDNs in emulating the behaviour of life-like systems, as well as the additional capabilities in enabling Neo4j Cypher patternmatching queries, demonstrated here in the analysis of evolutionary cell heritage.
| Type: | Proceedings paper |
|---|---|
| Title: | Interacting Hierarchical Dynamic Networks |
| Event: | Conference on Artificial Life (ALIFE) |
| Location: | Tokyo, Japan |
| Dates: | 23rd-27th July 2018 |
| Open access status: | An open access version is available from UCL Discovery |
| Publisher version: | https://doi.org/10.1162/isal_a_00108 |
| Language: | English |
| Additional information: | © 2018 Massachusetts Institute of Technology Published under a Creative Commons Attribution 4.0 International (CC BY 4.0) license (https://creativecommons.org/licenses/by/4.0/). |
| UCL classification: | UCL UCL > Provost and Vice Provost Offices UCL > Provost and Vice Provost Offices > UCL BEAMS UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Computer Science |
| URI: | https://discovery.ucl.ac.uk/id/eprint/10087738 |
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