Evolution of cooperation;
N-player social dilemma game;
Migration;
Climate change;
PRISONERS-DILEMMA GAME;
D O I:
10.1016/j.amc.2020.125090
中图分类号:
O29 [应用数学];
学科分类号:
070104 ;
摘要:
We study the impact of climate change induced migration on the evolution of cooperation using an N-player social dilemma game. Players in the population are divided into non-overlapped groups, and they can choose to either cooperate or defect within their group. At the same time, the players are mapped to the nodes of a scale-free network, enabling them to learn from the actions of players from other groups. Every player is allowed to migrate between groups, and their migration decisions are governed by the risk from climate change at the current group, as well as their ability to adapt. We introduce a cooperation threshold to ensure that a minimum percentage of players cooperate before any benefit can be achieved within a group. Comprehensive simulation experiments show that migration has a positive impact on the level of cooperation, and the cooperative behaviour observed is proportional to the threshold level. This study contributes by being one of the first to study climate change induced migration using evolutionary game theory. Our findings also contribute to the understanding of the impact of cooperation thresholds in promoting cooperative behaviour in multi-player social dilemma games, where players are allowed to migrate. (C) 2020 Elsevier Inc. All rights reserved.
机构:
Univ Newcastle, Sch Humanities Creat Ind & Social Sci, Callaghan, NSW, AustraliaUniv Newcastle, Sch Humanities Creat Ind & Social Sci, Callaghan, NSW, Australia
Askland, Hedda Haugen
Shannon, Barrie
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机构:
Univ Newcastle, Sch Humanities Creat Ind & Social Sci, Callaghan, NSW, AustraliaUniv Newcastle, Sch Humanities Creat Ind & Social Sci, Callaghan, NSW, Australia
Shannon, Barrie
Chiong, Raymond
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机构:
Univ Newcastle, Sch Informat & Phys Sci, Callaghan, NSW, AustraliaUniv Newcastle, Sch Humanities Creat Ind & Social Sci, Callaghan, NSW, Australia
Chiong, Raymond
Lockart, Natalie
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机构:
Univ Newcastle, Sch Engn, Callaghan, NSW, AustraliaUniv Newcastle, Sch Humanities Creat Ind & Social Sci, Callaghan, NSW, Australia
Lockart, Natalie
Maguire, Amy
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机构:
Univ Newcastle, Newcastle Law Sch, Newcastle, NSW, AustraliaUniv Newcastle, Sch Humanities Creat Ind & Social Sci, Callaghan, NSW, Australia
Maguire, Amy
Rich, Jane
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h-index: 0
机构:
Univ Newcastle, Sch Med & Publ Hlth, Callaghan, NSW, AustraliaUniv Newcastle, Sch Humanities Creat Ind & Social Sci, Callaghan, NSW, Australia
Rich, Jane
Groizard, Justine
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机构:
Univ Newcastle, Sch Humanities Creat Ind & Social Sci, Callaghan, NSW, AustraliaUniv Newcastle, Sch Humanities Creat Ind & Social Sci, Callaghan, NSW, Australia
机构:
Univ Tokyo, Grad Sch Frontier Sci, Dept Int Studies, 5-1-5 Kashiwanoha, Kashiwa, Chiba 2778563, JapanUniv Tokyo, Grad Sch Frontier Sci, Dept Int Studies, 5-1-5 Kashiwanoha, Kashiwa, Chiba 2778563, Japan
Nakayama, Mikiyasu
Drinkall, Scott
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机构:
Environm Law Inst, 1730 M St NW, Washington, DC 20036 USAUniv Tokyo, Grad Sch Frontier Sci, Dept Int Studies, 5-1-5 Kashiwanoha, Kashiwa, Chiba 2778563, Japan
Drinkall, Scott
Sasaki, Daisuke
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机构:
Tohoku Univ, Int Res Inst Disaster Sci IRIDeS, 468-1 Aoba, Sendai, Miyagi 9800845, JapanUniv Tokyo, Grad Sch Frontier Sci, Dept Int Studies, 5-1-5 Kashiwanoha, Kashiwa, Chiba 2778563, Japan
机构:
Georgetown Univ, Inst Study Int Migrat, Sch Foreign Serv, Washington, DC 20057 USAGeorgetown Univ, Inst Study Int Migrat, Sch Foreign Serv, Washington, DC 20057 USA