Digital model based on Darwin’s theory
Starting from the hypothesis that life originated on Earth in networks of self-replicating molecules, the researchers designed computer models of different environments to observe the development of interactions that would have occurred during the emergence of life.
“In physics, we are broadly interested in the emergence of complexity, including life forms, and several models of the emergence of life assume some cooperation among the elements involved,” said Champagne-Ruel.
Champagne-Ruel and Charbonneau began by constructing their model based on the prisoner’s dilemma, a scenario in game theory that is used in a number of scientific fields to analyze the interactions between “players” who, depending on the rewards at stake, may choose to compete, free ride, or cooperate.
They then gradually incorporated the three main principles of a Darwinian system—selection, heritability and variability (or mutation)—and ran simulations on a grid where the “players” interacted freely and repetitively.
“During the simulations, we tallied the highest-scoring strategies and allowed them to propagate, recreating a dynamic that may have prevailed in a prebiotic environment,” Champagne-Ruel explained.