An introduction to the fundamental concepts of the emerging field of Artificial Chemistries, covering both theory and practical applications.The field of Artificial Life (ALife) is now firmly established in the scientific world, but it has yet to achieve one of its original goals: an understanding of the emergence of life on Earth. The new field of Artificial Chemistries draws from chemistry, biology, computer science, mathematics, and other disciplines to work toward that goal. For if, as it has been argued, life emerged from primitive, prebiotic forms of self-organization, then studying models of chemical reaction systems could bring ALife closer to understanding the origins of life. In Artificial Chemistries (ACs), the emphasis is on creating new interactions rather than new materials. The results can be found both in the virtual world, in certain multiagent systems, and in the physical world, in new (artificial) reaction systems. This book offers an introduction to the fundamental concepts of ACs, covering both theory and practical applications.After a general overview of the field and its methodology, the book reviews important aspects of biology, including basic mechanisms of evolution; discusses examples of ACs drawn from the literature; considers fundamental questions of how order can emerge, emphasizing the concept of chemical organization (a closed and self-maintaining set of chemicals); and surveys a range of applications, which include computing, systems modeling in biology, and synthetic life. An appendix provides a Python toolkit for implementing ACs.
Reihe
Sprache
Verlagsort
Verlagsgruppe
Zielgruppe
Für Beruf und Forschung
US School Grade: College Graduate Student and over
Produkt-Hinweis
Illustrationen
191 farbige Abbildungen
191 color illus.; 382 Illustrations
Maße
Höhe: 235 mm
Breite: 178 mm
Dicke: 35 mm
ISBN-13
978-0-262-02943-8 (9780262029438)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Klassifikation
Wolfgang Banzhaf is University Research Professor and Head of the Department of Computer Science at the Memorial University of Newfoundland. Lidia Yamamoto is a former Postdoctoral Researcher at the University of Basel.
Autor*in
Memorial University of Newfoundland