Evolutionary Game-Theory for Decision Making in Maritime Transport Under Multiple Contradictory Goals

Sanctions, interdiction, and intensified monitoring can alter the routes used in maritime transport. This study examines how increasing enforcement intensity affects maritime routing in the long run and over finite adaptation horizons. A three-strategy evolutionary game represents short, intermediate, and long routes through population shares governed by replicator dynamics. Enforcement intensity enters as an external parameter. The analysis identifies regime boundaries at which the payoff ordering of competing routes changes. In the reference scenario, the short route loses payoff dominance at λc=0.275 and the long route becomes dominant above λML≃0.367, producing a sequential reorganization from short to intermediate and long routes as enforcement pressure increases. An indirect-routing share and its sensitivity measure the finite-time response alongside the long-run payoff thresholds. Numerical simulations show gradual adjustment toward payoff-dominant strategies. With symmetric initial shares and T=20, sensitivity peaks at λ*=0.2457, below the first payoff threshold; its location depends on the horizon and initial composition. A complementary static strategic formulation identifies conditions under which active enforcement becomes preferable to passive monitoring as a function of route-specific interdiction risk. The predictions are conditional on the payoff assumptions and remain to be tested against observed shipping decisions.

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Publication Details

Journal
Entropy
Published
2026-11-11
DOI
https://doi.org/10.3390/e28111244
Primary Topic
Maritime Security and History
Type
article
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article

Evolutionary Game-Theory for Decision Making in Maritime Transport Under Multiple Contradictory Goals

João Gilberto Mendes dos Reis, Yuri Alexandre Meyer, Rokaya Lassoued, Roberta Regina Delboni et al.
Entropy
Maritime Security and History
article

Evolutionary Game-Theory for Decision Making in Maritime Transport Under Multiple Contradictory Goals

João Gilberto Mendes dos Reis, Yuri Alexandre Meyer, Rokaya Lassoued, Roberta Regina Delboni, Serge Galam, Pedro Coelho Terossi, Vivian Honorato Fonseca Chinelatto, Rafael Henrique de de Oliveira
article en

Abstract

Sanctions, interdiction, and intensified monitoring can alter the routes used in maritime transport. This study examines how increasing enforcement intensity affects maritime routing in the long run and over finite adaptation horizons. A three-strategy evolutionary game represents short, intermediate, and long routes through population shares governed by replicator dynamics. Enforcement intensity enters as an external parameter. The analysis identifies regime boundaries at which the payoff ordering of competing routes changes. In the reference scenario, the short route loses payoff dominance at λc=0.275 and the long route becomes dominant above λML≃0.367, producing a sequential reorganization from short to intermediate and long routes as enforcement pressure increases. An indirect-routing share and its sensitivity measure the finite-time response alongside the long-run payoff thresholds. Numerical simulations show gradual adjustment toward payoff-dominant strategies. With symmetric initial shares and T=20, sensitivity peaks at λ*=0.2457, below the first payoff threshold; its location depends on the horizon and initial composition. A complementary static strategic formulation identifies conditions under which active enforcement becomes preferable to passive monitoring as a function of route-specific interdiction risk. The predictions are conditional on the payoff assumptions and remain to be tested against observed shipping decisions.

EntropyVol. 28(11)
University of Sfax (TN), Universidade de São Paulo (BR), Universidade Estadual de Campinas (UNICAMP) (BR), Institut d'Etudes Politiques de Paris (FR), Centre de Recherches Politiques de Sciences Po (FR), Faculty of Economics and Management of Sfax (TN)
Maritime Security and History
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