Game-theoretic agent-based modelling of micro-level conflict: Evidence from the ISIS-Kurdish war

Title Game-theoretic agent-based modelling of micro-level conflict: Evidence from the ISIS-Kurdish war
Author Musolesi, M., Unver, Akin, Macmillan-Scott, O.
Publication Date: 2024-06-05
Publication Place - Plos One
Type Periodical
Language English
Digital Yes
Manuscript No
Library: Özyeğin University
Library Asset ID 1932-6203
Record ID 4c50020f-1933-4a63-a25a-e2559729eb56
Library Location International Relations
Date 2024-06-05
Notes UK Research & Innovation (UKRI) Engineering & Physical Sciences Research Council (EPSRC) ; TÜBİTAK
Sample Text This article delves into the dynamics of a dyadic political violence case study in Rojava, Northern Syria, focusing on the conflict between Kurdish rebels and ISIS from January 1, 2017, to December 31, 2019. We employ agent-based modelling and a formalisation of the conflict as an Iterated Prisoner's Dilemma game. The study provides a nuanced understanding of conflict dynamics in a highly volatile region, focusing on microdynamics of an intense dyadic strategic interaction between two near-equally- powered actors. The choice of using a model based on the Iterated Prisoner's Dilemma, though a classical approach, offers substantial insights due to its ability to model dyadic, equally-matched strategic interactions in conflict scenarios effectively. The investigation primarily reveals that shifts in territorial control are more critical than geographical or temporal factors in determining the conflict's course. Further, the study observes that the conflict is characterised by periods of predominantly one-sided violence. This pattern underscores that the distribution of attacks, and target choices are a more telling indicator of the conflict nature than specific behavioural patterns of the actors involved. Such a conclusion aligns with the strategic implications of the underlying model, which emphasises the outcome of interactions based on differing aggression levels. This research not only sheds light on the conflict in Rojava but also reaffirms the relevance of this type of game-theoretical approach in contemporary conflict analysis.
DOI 10.1371/journal.pone.0297483
Cilt 19
View in source Özyeğin University Özyeğin University - Historical works, archives, and periodicals search engine
Özyeğin University - Historical works, archives, and periodicals search engine Özyeğin University

Game-theoretic agent-based modelling of micro-level conflict: Evidence from the ISIS-Kurdish war

Author Musolesi, M., Unver, Akin, Macmillan-Scott, O.
Publication Date 2024-06-05
Publication Place - Plos One
Type Periodical
Language English
Digital Yes
Manuscript No
Library Özyeğin University
Library Asset ID 1932-6203
Record ID 4c50020f-1933-4a63-a25a-e2559729eb56
Library Location International Relations
Date 2024-06-05
Notes UK Research & Innovation (UKRI) Engineering & Physical Sciences Research Council (EPSRC) ; TÜBİTAK
Sample Text This article delves into the dynamics of a dyadic political violence case study in Rojava, Northern Syria, focusing on the conflict between Kurdish rebels and ISIS from January 1, 2017, to December 31, 2019. We employ agent-based modelling and a formalisation of the conflict as an Iterated Prisoner's Dilemma game. The study provides a nuanced understanding of conflict dynamics in a highly volatile region, focusing on microdynamics of an intense dyadic strategic interaction between two near-equally- powered actors. The choice of using a model based on the Iterated Prisoner's Dilemma, though a classical approach, offers substantial insights due to its ability to model dyadic, equally-matched strategic interactions in conflict scenarios effectively. The investigation primarily reveals that shifts in territorial control are more critical than geographical or temporal factors in determining the conflict's course. Further, the study observes that the conflict is characterised by periods of predominantly one-sided violence. This pattern underscores that the distribution of attacks, and target choices are a more telling indicator of the conflict nature than specific behavioural patterns of the actors involved. Such a conclusion aligns with the strategic implications of the underlying model, which emphasises the outcome of interactions based on differing aggression levels. This research not only sheds light on the conflict in Rojava but also reaffirms the relevance of this type of game-theoretical approach in contemporary conflict analysis.
DOI 10.1371/journal.pone.0297483
Cilt 19
Özyeğin University - Historical works, archives, and periodicals search engine
Özyeğin University You are being redirected...

Please wait