An Algorithmic Information Calculus for Causal Discovery and Reprogramming Systems

We introduce and develop a method that demonstrates that the algorithmic information content of a system can be used as a steering handle in the dynamical phase space, thus affording an avenue for controlling and reprogramming systems. The method consists of applying a series of controlled intervent...

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Bibliographic Details

Published in:	iScience Vol. 19; pp. 1160 - 1172
Main Authors:	Zenil, Hector, Kiani, Narsis A., Marabita, Francesco, Deng, Yue, Elias, Szabolcs, Schmidt, Angelika, Ball, Gordon, Tegnér, Jesper
Format:	Journal Article
Language:	English
Published:	United States Elsevier Inc 27.09.2019 Elsevier
Subjects:	Algorithms Complex Systems Computer Science Gene Network Systems Biology Algorithms Systems Biology Complex Systems Gene Network Computer Science
ISSN:	2589-0042, 2589-0042
Online Access:	Get full text
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