Seeding the Spatial Prisoner’s Dilemma with Ulam’s Spiral

Ulam’s spiral reveals patterns in the prime numbers by presenting positive integers in a right-angled whorl. The classic spatial prisoner’s dilemma (PD) reveals pathways to cooperation by presenting a model of agents interacting on a grid. This paper brings these tools together via a deterministic s...

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Main Author: Tim Johnson
Format: Article
Language:English
Published: Wiley 2023-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2023/1649440
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author Tim Johnson
author_facet Tim Johnson
author_sort Tim Johnson
collection DOAJ
description Ulam’s spiral reveals patterns in the prime numbers by presenting positive integers in a right-angled whorl. The classic spatial prisoner’s dilemma (PD) reveals pathways to cooperation by presenting a model of agents interacting on a grid. This paper brings these tools together via a deterministic spatial PD model that distributes cooperators at the prime-numbered locations of Ulam’s spiral. The model focuses on a narrow boundary game variant of the PD for ease of comparison with early studies of the spatial PD. Despite constituting an initially small portion of the population, cooperators arranged in Ulam’s spiral always grow to dominance when (i) the payoff to free-riding is less than or equal to 8/6 (≈1.33) times the payoff to mutual cooperation and (ii) grid size equals or exceeds 23 × 23. As in any spatial PD model, particular formations of cooperators spur this growth and here these formations draw attention to rare configurations in Ulam’s spiral.
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spelling doaj-art-5a95fc0e7cc34411ad51245414ee1d402025-02-03T01:29:28ZengWileyComplexity1099-05262023-01-01202310.1155/2023/1649440Seeding the Spatial Prisoner’s Dilemma with Ulam’s SpiralTim Johnson0Atkinson Graduate School of ManagementUlam’s spiral reveals patterns in the prime numbers by presenting positive integers in a right-angled whorl. The classic spatial prisoner’s dilemma (PD) reveals pathways to cooperation by presenting a model of agents interacting on a grid. This paper brings these tools together via a deterministic spatial PD model that distributes cooperators at the prime-numbered locations of Ulam’s spiral. The model focuses on a narrow boundary game variant of the PD for ease of comparison with early studies of the spatial PD. Despite constituting an initially small portion of the population, cooperators arranged in Ulam’s spiral always grow to dominance when (i) the payoff to free-riding is less than or equal to 8/6 (≈1.33) times the payoff to mutual cooperation and (ii) grid size equals or exceeds 23 × 23. As in any spatial PD model, particular formations of cooperators spur this growth and here these formations draw attention to rare configurations in Ulam’s spiral.http://dx.doi.org/10.1155/2023/1649440
spellingShingle Tim Johnson
Seeding the Spatial Prisoner’s Dilemma with Ulam’s Spiral
Complexity
title Seeding the Spatial Prisoner’s Dilemma with Ulam’s Spiral
title_full Seeding the Spatial Prisoner’s Dilemma with Ulam’s Spiral
title_fullStr Seeding the Spatial Prisoner’s Dilemma with Ulam’s Spiral
title_full_unstemmed Seeding the Spatial Prisoner’s Dilemma with Ulam’s Spiral
title_short Seeding the Spatial Prisoner’s Dilemma with Ulam’s Spiral
title_sort seeding the spatial prisoner s dilemma with ulam s spiral
url http://dx.doi.org/10.1155/2023/1649440
work_keys_str_mv AT timjohnson seedingthespatialprisonersdilemmawithulamsspiral