TY - CHAP
T1 - An economics-inspired noise model in spatial games with reputation
AU - Gairola, Dhruv
AU - Chong, Siang Yew
PY - 2012
Y1 - 2012
N2 - Games are useful mathematical constructs to model real-world problems involving strategic interactions in various contexts such as politics, economics, and biology. Understanding specific conditions that lead to cooperation between self-interested individuals is an important issue in the study of real-world interactions. Although noisy and spatial interactions have been incorporated into models of complex interactions to better reflect those found in the real-world, most past studies consider simple extensions whereby interactions between all individuals are equally noisy. Here, we study a novel economics-inspired noise model based on the notion of psychic distance that reflects real-world interactions. The psychic noise that affects interactions between individuals depends on their psychic distance (e.g., cultural difference). Results from extensive computer simulations using a multi-agent system framework to investigate the impact of various constructions of noisy interactions indicate that noise typically has a negative impact on cooperation. However, a certain condition produces results reminiscent of the psychic distance paradox, where an increase in the noise level leads to an increase in the level of cooperation.
AB - Games are useful mathematical constructs to model real-world problems involving strategic interactions in various contexts such as politics, economics, and biology. Understanding specific conditions that lead to cooperation between self-interested individuals is an important issue in the study of real-world interactions. Although noisy and spatial interactions have been incorporated into models of complex interactions to better reflect those found in the real-world, most past studies consider simple extensions whereby interactions between all individuals are equally noisy. Here, we study a novel economics-inspired noise model based on the notion of psychic distance that reflects real-world interactions. The psychic noise that affects interactions between individuals depends on their psychic distance (e.g., cultural difference). Results from extensive computer simulations using a multi-agent system framework to investigate the impact of various constructions of noisy interactions indicate that noise typically has a negative impact on cooperation. However, a certain condition produces results reminiscent of the psychic distance paradox, where an increase in the noise level leads to an increase in the level of cooperation.
UR - https://www.scopus.com/pages/publications/84867713054
U2 - 10.1007/978-3-642-30154-4_12
DO - 10.1007/978-3-642-30154-4_12
M3 - Book Chapter
AN - SCOPUS:84867713054
SN - 9783642301537
T3 - Studies in Computational Intelligence
SP - 271
EP - 293
BT - Advances in Intelligent Modelling and Simulation
PB - Springer Verlag
ER -