Evolutionary Minority Game with searching behavior

被引：1

作者：

Zhang, Wei ^{[1
]}

Sun, Yuxin ^{[1
]}

Feng, Xu ^{[1
]}

Xiong, Xiong ^{[1
]}

机构：

[1] Tianjin Univ, Coll Management & Econ, China Ctr Social Comp & Analyt, Tianjin 300072, Peoples R China

来源：

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS | 2015年 / 436卷

基金：

中国国家自然科学基金;

关键词：

Evolutionary Minority Game; Searching behavior; Networks; SEGREGATION; COOPERATION;

D O I：

10.1016/j.physa.2015.05.096

中图分类号：

O4 [物理学];

学科分类号：

0702 ;

摘要：

In this paper, we determine the impact of searching behavior on the evolutionary minority game (EMG). We introduce searching behavior in two ways: optimal neighbor searching and global searching. Our study investigates the distribution equilibriums of probabilities that agents follow a given strategy and on system performance of the game. The results indicate that the distribution equilibriums of the probabilities are different with searching behavior, as opposed to without searching behavior. The system performance becomes worse after adding the searching behavior. Additionally, we test other variables in a standard EMG with and without searching behavior. (C) 2015 Elsevier B.V. All rights reserved.

引用

页码：694 / 706

页数：13

共 19 条

[1] Amaral L.A.N., 1997, PNAS, P11149
[2] ARTHUR WB, 1994, AM ECON REV, V84, P406
[3] The evolutionary minority game with local coordination
Burgos, E
Ceva, H
Perazzo, RPJ
[J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2004, 337 (3-4) : 635 - 644
[4] Emergence of cooperation and organization in an evolutionary game
Challet, D
Zhang, YC
[J]. PHYSICA A, 1997, 246 (3-4): : 407 - 418
[5] Chen Shu-Heng, 2012, WCCI, V6, P10
[6] Minority games, local interactions, and endogenous networks
Fagiolo G.
Valente M.
[J]. Computational Economics, 2005, 25 (1-2) : 41 - 57
[7] FAGIOLO G, 2004, MATH POPUL STUD, V11, P121
[8] Reinforcement learning in the El Farol model
Franke, R
[J]. JOURNAL OF ECONOMIC BEHAVIOR & ORGANIZATION, 2003, 51 (03) : 367 - 388
[9] Evolutionary minority game: The roles of response time and mutation threshold
Hod, S
Nakar, E
[J]. PHYSICAL REVIEW E, 2004, 69 (06): : 4
[10] Self-segregation versus clustering in the evolutionary minority game
Hod, S
Nakar, E
[J]. PHYSICAL REVIEW LETTERS, 2002, 88 (23) : 2387021 - 2387024

← 1 2 →