Complexity theory;
evolutionary computation;
social engineering;
cooperative systems;
GAME;
STRATEGY;
D O I:
10.1109/ACCESS.2017.2776966
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
How and why cooperation is able to prevail in social dilemma situations is an intensely investigated subject with much relevance for the well-being of human societies. Many mechanisms that promote cooperation have been identified within the theoretical framework of evolutionary game theory. Here, we advance the subject by relaxing the simplified assumption that each player in the population has the same number of interaction neighbors. This assumption indeed contradicts actual conditions, and it is, thus, important to understand what consequences this has for the evolution of cooperation. We therefore take into consideration that replacement and interaction neighbors can differ, and moreover, that each player can randomly select the number of interaction neighbors. The results of Monte Carlo simulations reveal that the introduction of neighborhood diversity elevates the level of cooperation in various types of social dilemmas, including the prisoner's dilemma and the snowdrift game. We also show that the same mechanism of cooperation promotion remains valid in evolutionary multigames. Taken together, our results strongly support the assertion that diversity, in general, is a strong facilitator of cooperation even under the most testing conditions and they provide a rationale for engineering better social systems.
机构:
Tianjin Univ Technol, Key Lab Comp Vis & Syst, Minist Educ, Tianjin 300191, Peoples R China
Tianjin Univ Technol, Tianjin Key Lab Intelligence Comp & Novel Softwar, Tianjin 300191, Peoples R ChinaHong Kong Baptist Univ, Dept Phys, Kowloon Tong, Hong Kong, Peoples R China
Xia, Cheng-yi
Ma, Zhi-qin
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ Technol, Key Lab Comp Vis & Syst, Minist Educ, Tianjin 300191, Peoples R China
Tianjin Univ Technol, Tianjin Key Lab Intelligence Comp & Novel Softwar, Tianjin 300191, Peoples R ChinaHong Kong Baptist Univ, Dept Phys, Kowloon Tong, Hong Kong, Peoples R China
Ma, Zhi-qin
Wang, Zhen
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Baptist Univ, Dept Phys, Kowloon Tong, Hong Kong, Peoples R China
Hong Kong Baptist Univ, Ctr Nonlinear Studies, Kowloon Tong, Hong Kong, Peoples R China
Hong Kong Baptist Univ, Beijing Hong Kong Singapore Joint Ctr Nonlinear &, Kowloon Tong, Hong Kong, Peoples R ChinaHong Kong Baptist Univ, Dept Phys, Kowloon Tong, Hong Kong, Peoples R China
Wang, Zhen
Wang, Juan
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ Technol, Sch Automat, Tianjin 300384, Peoples R ChinaHong Kong Baptist Univ, Dept Phys, Kowloon Tong, Hong Kong, Peoples R China
机构:
Hungarian Acad Sci, Res Ctr Nat Sci, Inst Tech Phys & Mat Sci, H-1525 Budapest, HungaryHungarian Acad Sci, Res Ctr Nat Sci, Inst Tech Phys & Mat Sci, H-1525 Budapest, Hungary
Szolnoki, Attila
Wang, Zhen
论文数: 0引用数: 0
h-index: 0
机构:
Nankai Univ, Sch Phys, Tianjin 300071, Peoples R China
Hong Kong Baptist Univ, Dept Phys, Kowloon, Hong Kong, Peoples R ChinaHungarian Acad Sci, Res Ctr Nat Sci, Inst Tech Phys & Mat Sci, H-1525 Budapest, Hungary
机构:
Zhejiang Univ Water Resources & Elect Power, Coll Informat Engn & Art Design, Hangzhou 310018, Zhejiang, Peoples R ChinaZhejiang Univ Water Resources & Elect Power, Coll Informat Engn & Art Design, Hangzhou 310018, Zhejiang, Peoples R China
Li, Wen-Jing
Jiang, Luo-Luo
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ Finance & Econ, Sch Informat Management & Artificial, Hangzhou 310018, Zhejiang, Peoples R ChinaZhejiang Univ Water Resources & Elect Power, Coll Informat Engn & Art Design, Hangzhou 310018, Zhejiang, Peoples R China
Jiang, Luo-Luo
Chen, Zhi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sci & Technol China, Dept Modern Phys, Hefei 230026, Anhui, Peoples R ChinaZhejiang Univ Water Resources & Elect Power, Coll Informat Engn & Art Design, Hangzhou 310018, Zhejiang, Peoples R China
Chen, Zhi
Perc, Matjaz
论文数: 0引用数: 0
h-index: 0
机构:
Univ Maribor, Fac Nat Sci & Math, Koroska Cesta 160, Maribor 2000, Slovenia
China Med Univ, China Med Univ Hosp, Dept Med Res, Taichung, Taiwan
Complex Sci Hub Vienna, Josefstadterstr 39, A-1080 Vienna, AustriaZhejiang Univ Water Resources & Elect Power, Coll Informat Engn & Art Design, Hangzhou 310018, Zhejiang, Peoples R China
Perc, Matjaz
Slavinec, Mitja
论文数: 0引用数: 0
h-index: 0
机构:
Univ Maribor, Fac Nat Sci & Math, Koroska Cesta 160, Maribor 2000, SloveniaZhejiang Univ Water Resources & Elect Power, Coll Informat Engn & Art Design, Hangzhou 310018, Zhejiang, Peoples R China
机构:
Zhejiang Univ Water Resources & Elect Power, Coll Informat Engn, Hangzhou 310018, Peoples R China
Zhejiang Univ Water Resources & Elect Power, Key Lab Technol Rural Water Management Zhejiang P, Hangzhou 310018, Peoples R ChinaZhejiang Univ Water Resources & Elect Power, Coll Informat Engn, Hangzhou 310018, Peoples R China
Li, Wen-Jing
Chen, Zhi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sci & Technol China, Dept Modern Phys, Hefei 230026, Peoples R ChinaZhejiang Univ Water Resources & Elect Power, Coll Informat Engn, Hangzhou 310018, Peoples R China
Chen, Zhi
Jin, Ke-Zhong
论文数: 0引用数: 0
h-index: 0
机构:
Wenzhou Univ, Coll Comp Sci & Artificial Intelligence, Wenzhou 325035, Peoples R ChinaZhejiang Univ Water Resources & Elect Power, Coll Informat Engn, Hangzhou 310018, Peoples R China
Jin, Ke-Zhong
Li, Lan
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ Water Resources & Elect Power, Coll Informat Engn, Hangzhou 310018, Peoples R ChinaZhejiang Univ Water Resources & Elect Power, Coll Informat Engn, Hangzhou 310018, Peoples R China
Li, Lan
论文数: 引用数:
h-index:
机构:
Yuan, Lin
Jiang, Luo-Luo
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ Finance & Econ, Sch Informat Management & Artificial Intelligence, Hangzhou 310018, Peoples R ChinaZhejiang Univ Water Resources & Elect Power, Coll Informat Engn, Hangzhou 310018, Peoples R China
Jiang, Luo-Luo
Perc, Matjaz
论文数: 0引用数: 0
h-index: 0
机构:
Univ Maribor, Fac Nat Sci & Math, Koroska Cesta 160, Maribor 2000, Slovenia
China Med Univ, China Med Univ Hosp, Dept Med Res, Taichung 404332, Taiwan
Alma Mater Europaea, Slovenska Ul 17, Maribor 2000, Slovenia
Complex Sci Hub Vienna, Josefstadterstr 39, A-1080 Vienna, AustriaZhejiang Univ Water Resources & Elect Power, Coll Informat Engn, Hangzhou 310018, Peoples R China
Perc, Matjaz
Kurths, Juergen
论文数: 0引用数: 0
h-index: 0
机构:
Potsdam Inst Climate Impact Res PIK, D-14473 Potsdam, Germany
Humboldt Univ, Dept Phys, D-12489 Berlin, Germany
Sechenov First Moscow State Med Univ, Ctr Anal Complex Syst, World Class Res Ctr Digital Biodesign & Personali, Moscow 119991, RussiaZhejiang Univ Water Resources & Elect Power, Coll Informat Engn, Hangzhou 310018, Peoples R China
机构:
Northwestern Polytech Univ, Sch Automat, Xian 710072, Shaanxi, Peoples R ChinaNorthwestern Polytech Univ, Sch Automat, Xian 710072, Shaanxi, Peoples R China
Gu, Zhiyang
Xiao, Yu
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Polytech Univ, Sch Automat, Xian 710072, Shaanxi, Peoples R China
Air Force Engn Univ, Sch Air Def & Antimissile, Xian 710051, Shaanxi, Peoples R ChinaNorthwestern Polytech Univ, Sch Automat, Xian 710072, Shaanxi, Peoples R China
Xiao, Yu
Cen, Qin
论文数: 0引用数: 0
h-index: 0
机构:
Wenzhou Med Univ, Sch Clin Med Sci 1, Sch Informat & Engn, Wenzhou 325035, Zhejiang, Peoples R ChinaNorthwestern Polytech Univ, Sch Automat, Xian 710072, Shaanxi, Peoples R China
Cen, Qin
Tao, Rui
论文数: 0引用数: 0
h-index: 0
机构:
China Telecom Yunnan Branch, Enterprise Digital Operat Ctr, Kunming 650200, Yunnan, Peoples R ChinaNorthwestern Polytech Univ, Sch Automat, Xian 710072, Shaanxi, Peoples R China
Tao, Rui
Liu, Zhimin
论文数: 0引用数: 0
h-index: 0
机构:
Tradit Chinese Med Hosp Wenzhou, Informat Engn Dept, Wenzhou 325000, Zhejiang, Peoples R ChinaNorthwestern Polytech Univ, Sch Automat, Xian 710072, Shaanxi, Peoples R China
Liu, Zhimin
Zhou, Shaoyu
论文数: 0引用数: 0
h-index: 0
机构:
Wenzhou Med Univ, Sch Innovat & Entrepreneurship, Wenzhou 325035, Zhejiang, Peoples R ChinaNorthwestern Polytech Univ, Sch Automat, Xian 710072, Shaanxi, Peoples R China