MetaChem: An Algebraic Framework for Artificial Chemistries

Author:

Rainford Penelope Faulkner12,Sebald Angelika3,Stepney Susan4

Affiliation:

1. University of York, Department of Chemistry, York Cross-disciplinary Centre for Systems Analysis

2. University of Hull, Business School.

3. University of York, Department of Chemistry, York Cross-disciplinary Centre for Systems Analysis.

4. University of York, Department of Computer Science, York Cross-disciplinary Centre for Systems Analysis.

Abstract

We introduce MetaChem, a language for representing and implementing artificial chemistries. We motivate the need for modularization and standardization in representation of artificial chemistries. We describe a mathematical formalism for Static Graph MetaChem, a static-graph-based system. MetaChem supports different levels of description, and has a formal description; we illustrate these using StringCatChem, a toy artificial chemistry. We describe two existing artificial chemistries—Jordan Algebra AChem and Swarm Chemistry—in MetaChem, and demonstrate how they can be combined in several different configurations by using a MetaChem environmental link. MetaChem provides a route to standardization, reuse, and composition of artificial chemistries and their tools.

Publisher

MIT Press - Journals

Subject

Artificial Intelligence,General Biochemistry, Genetics and Molecular Biology

Reference32 articles.

1. Artificial Chemistries

2. Artificial Chemistries—A Review

3. Faulconbridge, A. (2011). RBN-World: Sub-symbolic artificial chemistry for artificial life. Ph.D. thesis, Department of Biology, University of York.

4. Sub-Symbolic Artificial Chemistries

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1. Logics for algorithmic chemistries;Foundations of Chemistry;2020-11-13

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