Artificial Chemistries

Artificial Chemistries
Author :
Publisher : MIT Press
Total Pages : 572
Release :
ISBN-10 : 9780262551526
ISBN-13 : 0262551527
Rating : 4/5 (527 Downloads)

Book Synopsis Artificial Chemistries by : Wolfgang Banzhaf

Download or read book Artificial Chemistries written by Wolfgang Banzhaf and published by MIT Press. This book was released on 2024-03-19 with total page 572 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Artificial Chemistries Related Books

Artificial Chemistries
Language: en
Pages: 572
Authors: Wolfgang Banzhaf
Categories: Science
Type: BOOK - Published: 2024-03-19 - Publisher: MIT Press

GET EBOOK

An introduction to the fundamental concepts of the emerging field of Artificial Chemistries, covering both theory and practical applications. The field of Artif
Computational and Data-Driven Chemistry Using Artificial Intelligence
Language: en
Pages: 280
Authors: Takashiro Akitsu
Categories: Science
Type: BOOK - Published: 2021-10-08 - Publisher: Elsevier

GET EBOOK

Computational and Data-Driven Chemistry Using Artificial Intelligence: Volume 1: Fundamentals, Methods and Applications highlights fundamental knowledge and cur
Artificial Intelligence in Chemistry
Language: en
Pages: 292
Authors: Z. Hippe
Categories: Computers
Type: BOOK - Published: 2013-10-22 - Publisher: Elsevier

GET EBOOK

This comprehensive overview of the application of artificial intelligence methods (AI) in chemistry contains an in-depth summary of the most interesting achieve
Artificial Chemistries
Language: en
Pages: 61
Authors: Peter Dittrich
Categories:
Type: BOOK - Published: 2000 - Publisher:

GET EBOOK

Artificial Immune Systems
Language: en
Pages: 340
Authors: Emma Hart
Categories: Computers
Type: BOOK - Published: 2010-07-15 - Publisher: Springer Science & Business Media

GET EBOOK

This book constitutes the refereed proceedings of the 9th International Conference on Artificial Immune Systems, ICARIS 2010, held in Edinburgh, UK, in July 201