Evolution of control with learning classifier systems

Evolution of control with learning classifier systems

Abstract In this paper we describe the application of a learning classifier system (LCS) variant known as the eXtended classifier system (XCS) to evolve a set of ‘control rules’ for a number of Boolean network instances. We show that (1) it is possible to take the system to an attractor, from any gi...

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Bibliographic Details
Main Authors: Matthew R. Karlsen, Sotiris Moschoyiannis
Format: Article
Language:English
Published: SpringerOpen 2018-08-01
Series:Applied Network Science
Subjects:
Controllability
Learning
Discovery
Boolean network
Intervention
Complex systems
Online Access:http://link.springer.com/article/10.1007/s41109-018-0088-x

Internet

http://link.springer.com/article/10.1007/s41109-018-0088-x

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