Evolution of rewriting rule sets using string-based Tierra

Komei Sugiura; Hideaki Suzuki; Takayuki Shiose; Hiroshi Kawakami; Osamu Katai

doi:10.1007/978-3-540-39432-7_8

Evolution of rewriting rule sets using string-based Tierra

Komei Sugiura, Hideaki Suzuki, Takayuki Shiose, Hiroshi Kawakami, Osamu Katai

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (Scopus)

Abstract

We have studied a string rewriting system to improve the basic design of Tierra. Our system has three features. First, the Tierra instruction set is converted into a set of string rewriting rules using regular expressions. Second, every agent is composed of a string as the genome and a set of string rewriting rules as its own instruction set. Third, a genetic operation and selection of rewriting rules are introduced to allow the agents to weed out the worst rules. We carried out experiments on how agents evolve through self-replication. The results have shown that our system can evolve not only the agents' genomes but also the rewriting rule sets.

Original language	English
Title of host publication	Advances in Artificial Life
Editors	Wolfgang Banzhaf, Jens Ziegler, Thomas Christaller, Peter Dittrich, Jan T. Kim
Publisher	Springer Verlag
Pages	69-77
Number of pages	9
ISBN (Print)	3540200576, 9783540200574
DOIs	https://doi.org/10.1007/978-3-540-39432-7_8
Publication status	Published - 2003 Jan 1
Externally published	Yes
Event	7th European Conference on Artificial Life, ECAL 2003 - Dortmund, Germany Duration: 2003 Sep 14 → 2003 Sep 17

Publication series

Name	Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)
Volume	2801
ISSN (Print)	0302-9743

Conference

Conference	7th European Conference on Artificial Life, ECAL 2003
Country	Germany
City	Dortmund
Period	03/9/14 → 03/9/17

ASJC Scopus subject areas

Theoretical Computer Science
Computer Science(all)

Access to Document

10.1007/978-3-540-39432-7_8

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Cite this

Sugiura, K., Suzuki, H., Shiose, T., Kawakami, H., & Katai, O. (2003). Evolution of rewriting rule sets using string-based Tierra. In W. Banzhaf, J. Ziegler, T. Christaller, P. Dittrich, & J. T. Kim (Eds.), Advances in Artificial Life (pp. 69-77). (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science); Vol. 2801). Springer Verlag. https://doi.org/10.1007/978-3-540-39432-7_8

Evolution of rewriting rule sets using string-based Tierra. / Sugiura, Komei; Suzuki, Hideaki; Shiose, Takayuki; Kawakami, Hiroshi; Katai, Osamu.

Advances in Artificial Life. ed. / Wolfgang Banzhaf; Jens Ziegler; Thomas Christaller; Peter Dittrich; Jan T. Kim. Springer Verlag, 2003. p. 69-77 (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science); Vol. 2801).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Sugiura, K, Suzuki, H, Shiose, T, Kawakami, H & Katai, O 2003, Evolution of rewriting rule sets using string-based Tierra. in W Banzhaf, J Ziegler, T Christaller, P Dittrich & JT Kim (eds), Advances in Artificial Life. Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), vol. 2801, Springer Verlag, pp. 69-77, 7th European Conference on Artificial Life, ECAL 2003, Dortmund, Germany, 03/9/14. https://doi.org/10.1007/978-3-540-39432-7_8

Sugiura K, Suzuki H, Shiose T, Kawakami H, Katai O. Evolution of rewriting rule sets using string-based Tierra. In Banzhaf W, Ziegler J, Christaller T, Dittrich P, Kim JT, editors, Advances in Artificial Life. Springer Verlag. 2003. p. 69-77. (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)). https://doi.org/10.1007/978-3-540-39432-7_8

Sugiura, Komei ; Suzuki, Hideaki ; Shiose, Takayuki ; Kawakami, Hiroshi ; Katai, Osamu. / Evolution of rewriting rule sets using string-based Tierra. Advances in Artificial Life. editor / Wolfgang Banzhaf ; Jens Ziegler ; Thomas Christaller ; Peter Dittrich ; Jan T. Kim. Springer Verlag, 2003. pp. 69-77 (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)).

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