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Ex Machina: Coevolving Machines and the Origins of the Social Universe

Ex Machina: Coevolving Machines and the Origins of the Social Universe

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If we could rewind the tape of the Earth’s deep history back to the beginning and start the world anew—would social behavior arise yet again?

While the study of origins is foundational to many scientific fields, such as physics and biology, it has rarely been pursued in the social sciences. Yet knowledge of something’s origins often gives us new insights into the present.

In Ex Machina, John H. Miller introduces a methodology for exploring systems of adaptive, interacting, choice-making agents, and uses this approach to identify conditions sufficient for the emergence of social behavior. Miller combines ideas from biology, computation, game theory, and the social sciences to evolve a set of interacting automata from asocial to social behavior.

Readers will learn how systems of simple adaptive agents—seemingly locked into an asocial morass—can be rapidly transformed into a bountiful social world driven only by a series of small evolutionary changes. Such unexpected revolutions by evolution may provide an important clue to the emergence of social life.

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Table of Contents

1. Introduction

Part One: The Approach

2. Social Games

3. Finite Automata

4. Genetic Algorithms

5. The Coevolving Automata Model (CAM)

Part Two: Social Origins

6. A Coevolving Automata Model (CAM) for Social Origins

7. Conflict

8. Coordination

9. Cooperation

10. Commerce

11. Communication

Part Three: Conclusions

12. Ex Machina

Part Four: Appendices

A. When Did Social Behavior Arise on Earth?

B. Social Symbiogenesis

C. On Analyzing Evolutionary Systems

D. Binary, One-State Automata

E. Binary, Two-State Automata

F. Testing Evolving Automata

G. Trade with Asymmetric Complements

 

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Citation Information

Book: Ex Machina: Coevolving Machines and the Origins of the Social Universe
Written by John H. Miller
$9.99 (Paperback); free PDF
Publisher and imprint: The SFI Press Scholars Series
410 pages
Paperback ISBN: 978-1947864429
DOI: 10.37911/9781947864429
Publication Date: December 6, 2022