Evolution of Symbiosis in the Game of Life: Three Characteristics of Successful Symbiotes

TL;DR

This paper extends a computational model of symbiosis based on Conway's Game of Life to analyze three key evolutionary trends—management, mutualism, and interaction—showing that fitter symbiotes exhibit more of these traits, aligning with biological observations.

Contribution

The study introduces new components to the Model-S simulation to observe and measure management, mutualism, and interaction in symbiotic evolution, validating biological trends.

Findings

Fitter symbiotes show increased management, mutualism, and interaction.

Simulation results align with biological observations of symbiosis.

Model-S enables studying complex evolutionary traits beyond biological tractability.

Abstract

In past work, we developed a computational model of the evolution of symbiotic entities (Model-S), based on Conway's Game of Life. In this article, we examine three trends that biologists have observed in the evolution of symbiotes. (1) Management: If one partner is able to control the symbiotic relation, this control can reduce conflict; thus, evolutionary selection favours symbiotes that have a manager. (2) Mutualism: Although partners in a symbiote often have conflicting needs, evolutionary selection favours symbiotes in which partners are better off together inside the symbiote than they would be as individuals outside of the symbiote. (3) Interaction: Repeated interaction among partners in symbiosis tends to promote increasing fitness due to evolutionary selection. We have added new components to Model-S that allow us to observe these three trends in runs of Model-S. The new components are analogous to the practice of staining cells in biology research, to reveal patterns that are not usually visible. When we measure the fitness of a symbiote by making it compete with other symbiotes, we find that fitter symbiotes have significantly more management, mutualism, and interaction than less fit symbiotes. These results confirm the trends observed in nature by biologists. Model-S allows biologists to study these evolutionary trends and other characteristics of symbiosis in ways that are not tractable with living organisms.