Gerard David Howard
Cartesian genetic programming for memristive logic circuits
Howard, Gerard David; Bull, Larry; Adamatzky, Andrew
Authors
Lawrence Bull Larry.Bull@uwe.ac.uk
School Director (Research & Enterprise) and Professor
Andrew Adamatzky Andrew.Adamatzky@uwe.ac.uk
Professor
Abstract
In this paper memristive logic circuits are evolved using Cartesian Genetic Programming. Graphs comprised of implication logic (IMP) nodes are compared to more ubiquitous NAND circuitry on a number of logic circuit problems and a robotic control task. Self-adaptive search parameters are used to provide each graph with autonomy with respect to its relative mutation rates. Results demonstrate that, although NAND-logic graphs are easier to evolve, IMP graphs carry benefits in terms of (i) numbers of memristors required (ii) the time required to process the graphs. © 2012 Springer-Verlag.
Citation
Howard, G. D., Bull, L., & Adamatzky, A. (2012). Cartesian genetic programming for memristive logic circuits. Lecture Notes in Artificial Intelligence, 7244 LNCS, 37-48. https://doi.org/10.1007/978-3-642-29139-5_4
Journal Article Type | Conference Paper |
---|---|
Publication Date | Apr 3, 2012 |
Journal | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Print ISSN | 0302-9743 |
Electronic ISSN | 1611-3349 |
Publisher | Springer Verlag |
Peer Reviewed | Peer Reviewed |
Volume | 7244 LNCS |
Pages | 37-48 |
Series Title | Lecture Notes in Computer Science |
DOI | https://doi.org/10.1007/978-3-642-29139-5_4 |
Keywords | information systems applications, internet, computational biology, bioinformatics, computation, abstract devices, computer science, programming techniques, artificial intelligence, AI, robotics |
Public URL | https://uwe-repository.worktribe.com/output/950602 |
Publisher URL | http://www.springerlink.com |
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