LinMap: visualising complexity gradients in evolutionary landscapes


Geard, N L and Wiles, J (2008) LinMap: visualising complexity gradients in evolutionary landscapes. Artificial Life, 14, (3), 277-297.

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Description/Abstract

This paper describes an interactive visualisation tool, LinMap, for exploring the structure of complexity gradients in evolutionary landscapes. LinMap is a computationally efficient and intuitive tool for visualising and exploring multidimensional parameter spaces. An artificial cell lineage model is presented that allows complexity to be quantified according to several different developmental and phenotypic metrics. LinMap is applied to the evolutionary landscapes generated by this model to demonstrate that different definitions of complexity produce different gradients across the same landscape; that landscapes are characterised by a phase transition between proliferating and quiescent cell lineages where both complexity and diversity are maximised; and that landscapes defined by adaptive fitness and complexity can display different topographical features.

Item Type: Article
Additional Information: The LinMap software described in this paper can be obtained from http://www.itee.uq.edu.au/~nic/_linmap/
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Divisions: Faculty of Physical Sciences and Engineering > Electronics and Computer Science
ePrint ID: 264056
Date Deposited: 23 May 2007
Last Modified: 27 Mar 2014 20:08
Further Information:Google Scholar
URI: http://eprints.soton.ac.uk/id/eprint/264056

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