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A systemic computation platform for the modelling and analysis of processes with natural characteristics

Le Martelot, E; Bentley, PJ; Lotto, RB; (2007) A systemic computation platform for the modelling and analysis of processes with natural characteristics. Presented at: UNSPECIFIED.

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Abstract

Computation in biology and in conventional computer architectures seem to share some features, yet many of their important characteristics are very different. To address this, [1] introduced systemic computation, a model of interacting systems with natural characteristics. Following this work, here we introduce the first platform implementing such computation, including programming language, compiler and virtual machine. To investigate their use we then provide an implementation of a genetic algorithm applied to the travelling salesman problem and also explore how SC enables self-adaptation with the minimum of additional code. Copyright 2007 ACM.

Type: Conference item (UNSPECIFIED)
Title: A systemic computation platform for the modelling and analysis of processes with natural characteristics
ISBN: 159593698X
ISBN-13: 9781595936981
DOI: 10.1145/1274000.1274037
Keywords: Bio-inspired computation, Genetic algorithm, Novel computation, Systemic computation, Travelling salesman problem
UCL classification: UCL > School of Life and Medical Sciences
UCL > School of Life and Medical Sciences > Faculty of Brain Sciences
UCL > School of Life and Medical Sciences > Faculty of Brain Sciences > Institute of Ophthalmology
UCL > School of BEAMS > Faculty of Engineering Science
UCL > School of BEAMS > Faculty of Engineering Science > Computer Science
URI: http://discovery.ucl.ac.uk/id/eprint/171574
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