TY - GEN
T1 - Emergence of cooperation as the impact of evacuee's solidarity
AU - Suryotrisongko, Hatma
AU - Ishida, Yoshiteru
PY - 2011
Y1 - 2011
N2 - Evacuation simulation is an effective way for exercising an evacuation plan. Various situations that may arise can be examined by computer simulations. Studying a human behavior in evacuation simulation is important to avoid the negative effect that may occur. We propose an evacuation model: "Evacuee's Dilemma", inspired by Prisoner's Dilemma in Game Theory. This model aims to describe helping behavior among evacuees. Evacuees are facing a dilemma to choose cooperate behavior: helping others and escaping together; or defect behavior: rush to exit. The dilemma occurs because offering help to other evacuees requires a cost: sacrificing their own resources. Therefore, helping other evacuees might risk their own life. However, if an evacuee chooses not to help, then the abnormal evacuees might not be able to survive. Unless there are other evacuees who offer help to the abnormal evacuees. We introduce Averaged Systemic Payoff in the evacuee's decision making. Multi-Agent Simulations are conducted with various settings. Simulation results reveal an interesting collective behavior. Rational evacuees increase the cooperate behavior under an extreme short time availability to evacuate. Instead of mass panic, we observed that the collective behavior of cooperation emerged in an evacuation with a high time pressure. We found that Averaged Systemic Payoff is effective to control the cooperation among rational evacuees. We also studied the influences of Solidarity, Neighborhood Range, and time pressure to Averaged Systemic Payoff. This finding is useful to avoid the defect behavior in evacuation, which might emerge to panic stampede or any other dangerous crowd situation.
AB - Evacuation simulation is an effective way for exercising an evacuation plan. Various situations that may arise can be examined by computer simulations. Studying a human behavior in evacuation simulation is important to avoid the negative effect that may occur. We propose an evacuation model: "Evacuee's Dilemma", inspired by Prisoner's Dilemma in Game Theory. This model aims to describe helping behavior among evacuees. Evacuees are facing a dilemma to choose cooperate behavior: helping others and escaping together; or defect behavior: rush to exit. The dilemma occurs because offering help to other evacuees requires a cost: sacrificing their own resources. Therefore, helping other evacuees might risk their own life. However, if an evacuee chooses not to help, then the abnormal evacuees might not be able to survive. Unless there are other evacuees who offer help to the abnormal evacuees. We introduce Averaged Systemic Payoff in the evacuee's decision making. Multi-Agent Simulations are conducted with various settings. Simulation results reveal an interesting collective behavior. Rational evacuees increase the cooperate behavior under an extreme short time availability to evacuate. Instead of mass panic, we observed that the collective behavior of cooperation emerged in an evacuation with a high time pressure. We found that Averaged Systemic Payoff is effective to control the cooperation among rational evacuees. We also studied the influences of Solidarity, Neighborhood Range, and time pressure to Averaged Systemic Payoff. This finding is useful to avoid the defect behavior in evacuation, which might emerge to panic stampede or any other dangerous crowd situation.
KW - Averaged Systemic Payoff
KW - Collective Behavior
KW - Cooperation
KW - Evacuation Simulation
KW - Evacuee's Dilemma
KW - Game Theory
KW - Help Behavior
KW - Solidarity
KW - Time Pressure
UR - http://www.scopus.com/inward/record.url?scp=84855824424&partnerID=8YFLogxK
U2 - 10.1109/SSRR.2011.6106783
DO - 10.1109/SSRR.2011.6106783
M3 - Conference contribution
AN - SCOPUS:84855824424
SN - 9781612847696
T3 - 9th IEEE International Symposium on Safety, Security, and Rescue Robotics, SSRR 2011
SP - 265
EP - 271
BT - 9th IEEE International Symposium on Safety, Security, and Rescue Robotics, SSRR 2011
T2 - 9th IEEE International Symposium on Safety, Security, and Rescue Robotics, SSRR 2011
Y2 - 1 November 2011 through 5 November 2011
ER -