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Different perceptions of social dilemmas: Evolutionary multigames in structured populations
Zhen Wang, Attila Szolnoki, Matjaz Perc
TL;DR
The paper asks whether different perceptions of the same social dilemma affect cooperation in structured populations. It studies multigames with varied sucker’s payoffs on networks and finds that greater payoff heterogeneity promotes cooperation.
Problem
Multigames had been studied in well-mixed systems, although structured populations can have different stable outcomes, motivating their study in networks.
Source: §I · p. 1Method
The authors study square lattices and scale-free networks, assigning some players positive or negative sucker’s payoffs around a weak prisoner’s dilemma baseline.
Source: §I · p. 1, §II · p. 2Results
Larger ∆ and ρ support cooperation more strongly; at ρ = 1, cooperation prevails across the whole interval of T for ∆ = 0.8.
Source: §III · pp. 2–3Takeaways & Limitations
The results add evidence for heterogeneity-enhanced network reciprocity and identify player heterogeneity as a feature that can elevate cooperation in structured populations beyond traditional network reciprocity.
Source: §IV · p. 6The study supports proof-of-principle work but otherwise has limited applicability to realistic systems.
Source: §IV · p. 6
Abstract
from arXiv · showhide
Motivated by the fact that the same social dilemma can be perceived differently by different players, we here study evolutionary multigames in structured populations. While the core game is the weak prisoner's dilemma, a fraction of the population adopts either a positive or a negative value of the sucker's payoff, thus playing either the traditional prisoner's dilemma or the snowdrift game. We show that the higher the fraction of the population adopting a different payoff matrix, the more the evolution of cooperation is promoted. The microscopic mechanism responsible for this outcome is unique to structured populations, and it is due to the payoff heterogeneity, which spontaneously introduces strong cooperative leaders that give rise to an asymmetric strategy imitation flow in favor of cooperation. We demonstrate that the reported evolutionary outcomes are robust against variations of the interaction network, and they also remain valid if players are allowed to vary which game they play over time. These results corroborate existing evidence in favor of heterogeneity-enhanced network reciprocity, and they reveal how different perceptions of social dilemmas may contribute to their resolution.
I. INTRODUCTION
The paper asks whether differing perceptions of a social dilemma, represented by different payoff matrices, affect cooperation in structured populations. It reports that greater payoff heterogeneity promotes cooperation.
I. INTRODUCTION
- Social dilemmas pit individual interests against societal interests, and the prisoner’s dilemma captures the tension between mutual cooperation’s collective reward and a defector’s advantage against a cooperator.Research on cooperative resolution has examined mechanisms including kin selection, reciprocity, network reciprocity, and group selection.Source: §I · p. 1
- In a multigame, different players adopt different payoff matrices, modeling how they may perceive the same dilemma differently.The paper motivates this with drivers facing different losses if a collision occurs.Source: §I · p. 1
- Because multigames had been studied in well-mixed systems, the paper examines them in structured populations, where stable outcomes can differ and network reciprocity can sustain cooperation.The study uses square lattices and scale-free networks, with the weak prisoner’s dilemma as its core game.Source: §I · p. 1
- Greater heterogeneity in adopted payoff matrices promotes cooperation, supporting heterogeneity-enhanced network reciprocity.The authors present this as evidence that differing perceptions can contribute to resolving social dilemmas.Source: §I · p. 2
II. EVOLUTIONARY MULTIGAMES
The model assigns players different sucker’s payoffs while keeping the average payoff matrix equal to the weak prisoner’s dilemma. Monte Carlo simulations then model strategy imitation on two network types.
II. EVOLUTIONARY MULTIGAMES
- Players on square lattices or Barabási–Albert networks use the weak prisoner’s dilemma, while a fraction ρ receives either S = +∆ or S = −∆.The two variants are equally represented so the average payoff matrix remains the weak prisoner’s dilemma; some simulations also vary payoff matrices over time.Source: §II · p. 2
- Each update compares the payoffs of a randomly selected player and a neighbor, then uses a Fermi probability for the selected player to adopt the neighbor’s strategy.Each player’s payoff is calculated using that player’s own payoff matrix, allowing asymmetric payoff allocation.Source: §II · p. 2
- With K = 0.1, better-performing players’ strategies are readily adopted, though copying a worse-performing player remains possible.This choice represents imperfect information, opponent-evaluation errors, and other unpredictable factors.Source: §II · p. 2
- Simulations typically use N = 10^4 players and average final results over 200 independent realizations.Each realization includes network generation; results are measured after relaxation of up to 2 · 10^5 MCS, with larger systems used near phase transitions.Source: §II · p. 2
III. RESULTS
In structured populations, payoff heterogeneity promotes cooperation beyond network reciprocity alone, with stronger effects as heterogeneity increases. The effect is linked to asymmetric imitation favoring cooperators and persists across network types and time-varying game choices.
- In well-mixed populations, cooperators go extinct for all T > 1, whereas structured populations support coexistence over a wide range of parameters.In the well-mixed case, extinction proceeds first among S = −∆ players, then S = 0, then S = +∆ players.Source: §III · p. 2
- Larger ∆ lets cooperators survive at larger T, and at ∆ = 0.8 cooperation persists across the whole T interval; larger fC also accompanies higher average payoffs.The cooperation increase strengthens with both ρ and ∆, even when higher S values are balanced by equally high negative S values.Source: §III · pp. 2–3, Figure 1 · p. 3
- Increasing ρ and ∆ monotonically raises stationary cooperation, supporting the conclusion that greater payoff-matrix heterogeneity strengthens cooperation.This pattern holds irrespective of T and includes populations with equal numbers of players using positive and negative S values.Source: §III · p. 3, Figure 2 · p. 3
- Cooperators using S = −∆ still exceed the homogeneous weak prisoner’s dilemma baseline, as positive-S cooperators act as leaders whose strategies spread through asymmetric imitation.The “−” subpopulation adopts strategies from the “+” subpopulation more often, and this feedback supports higher social welfare.Source: §III · pp. 3–4, Figure 3 · p. 4
- On scale-free networks with degree-normalized payoffs, assigning S = +∆ to only 2% of hubs promotes cooperation; at ∆ = 0.8, cooperators and defectors coexist across almost the whole T interval.Qualitatively identical cooperation-supporting effects also appear on random regular and Bender–Canfield configurational networks.Source: §III · pp. 4–5, Figure 4 · p. 4
- When players switch between S = +∆ and S = −∆ with equal probability, cooperation is still promoted beyond network reciprocity, though less strongly than with fixed game assignments.The positive effect remains on heterogeneous interaction networks; influential cooperative players emerge only temporarily in this setting.Source: §III · p. 5, Figure 5 · p. 5
IV. DISCUSSION
In structured populations, greater payoff-matrix heterogeneity promotes cooperation across network structures and whether game assignments change over time. The authors identify asymmetric strategy imitation from players with positive sucker’s payoffs toward those with negative payoffs as the mechanism, contrasting this result with well-mixed populations.
IV. DISCUSSION
- Greater payoff-matrix heterogeneity promotes cooperation across network structures and whether game assignments remain fixed or vary over time.The authors identify asymmetric strategy imitation from players using positive sucker’s payoffs toward those using negative sucker’s payoffs; the higher cooperation in the positive-payoff group raises cooperation in the other groups.Source: §IV · p. 5
- Unlike structured populations, well-mixed populations recover the baseline weak prisoner’s dilemma regardless of multigame parametrization.The discussion notes that well-mixed models have limited applicability for realistic systems when interactions are better described by networks.Source: §IV · pp. 5–6
- The results add evidence for heterogeneity-enhanced network reciprocity and identify heterogeneity as a feature that can raise cooperation beyond traditional network reciprocity’s boundaries.The authors connect different perceptions of the same conflict to a mechanism for resolving social dilemmas rooted in principles shared with other heterogeneity-based cooperation mechanisms.Source: §IV · p. 6