Recognition memory and the evolution of cooperation: How simple strategies succeed in an agent-based world

被引:23
作者
Aktipis, C. Athena [1 ]
机构
[1] Univ Penn, Dept Psychol, Philadelphia, PA 19104 USA
关键词
cooperation; recognition; heuristic; memory;
D O I
10.1177/105971230601400301
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Recent approaches to understanding the cognitive mechanisms underlying decision processes suggest that simple strategies can result in successful and adaptive behaviors. Here, the evolutionary success of simple recognition memory is investigated. Agents have a limited memory capacity for either agents who have previously cooperated (C-Mem) or those that have previously defected (D-Mem). Various aspects of the ecological and social environment influence the success of each of these strategies. These findings suggest that recognition memory can play a role in promoting the evolution of cooperation, but that the effectiveness of such a simple recognition memory strategy depends on the fit between that strategy and the (ecological and social) environment in which that strategy is employed. The D-Mem strategy is able to invade only when the memory size of these agents is close to the total number of defectors in the population. However, the C-Mem strategy can invade a population of defectors when memory size is one, as long as the population size is relatively small and the ecological environment promotes longer intervals between each reproductive opportunity.
引用
收藏
页码:239 / 247
页数:9
相关论文
共 35 条
[1]   Know when to walk away: contingent movement and the evolution of cooperation [J].
Aktipis, CA .
JOURNAL OF THEORETICAL BIOLOGY, 2004, 231 (02) :249-260
[2]  
AKTIPIS CA, 2004, UNPUB SIMPL WALK AWA
[3]  
[Anonymous], 1999, Simple heuristics that make us smart
[4]   Preferential partner selection in an evolutionary study of Prisoner's Dilemma [J].
Ashlock, D ;
Smucker, MD ;
Stanley, EA ;
Tesfatsion, L .
BIOSYSTEMS, 1996, 37 (1-2) :99-125
[5]  
Axelrod R., 1997, COMPLEXITY COOPERATI
[6]  
Axelrod R, 2006, EVOLUTION COOPERATIO
[7]   The evolution of strong reciprocity: cooperation in heterogeneous populations [J].
Bowles, S ;
Gintis, H .
THEORETICAL POPULATION BIOLOGY, 2004, 65 (01) :17-28
[8]   The evolution of altruistic punishment [J].
Boyd, R ;
Gintis, H ;
Bowles, S ;
Richerson, PJ .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2003, 100 (06) :3531-3535
[9]   PUNISHMENT ALLOWS THE EVOLUTION OF COOPERATION (OR ANYTHING ELSE) IN SIZABLE GROUPS [J].
BOYD, R ;
RICHERSON, PJ .
ETHOLOGY AND SOCIOBIOLOGY, 1992, 13 (03) :171-195
[10]   THE EVOLUTION OF RECIPROCITY IN SIZABLE GROUPS [J].
BOYD, R ;
RICHERSON, PJ .
JOURNAL OF THEORETICAL BIOLOGY, 1988, 132 (03) :337-356