Title :
Emergency resources dynamic assignment using a repast symphony-based simulation
Author :
Hongwei, Liu ; Yanbo, Huang ; Dongliang, Yao ; Jianfhu, Zhen
Author_Institution :
Res. Inst. of the Safety Sci. & Technol. of Guangdong Province, Guangzhou, China
Abstract :
This paper addresses stochastic dynamic assignment of perishable goods in a scale-free network. We develop an agent-based simulation model in which the supplies and demands for a single perishable commodity are generated at each node (agent) in the network. We match supplies and demands with several pre-specified assignment rules and given various commodity decay durations. A utility is associated with each assignment based on the spatial proximity between the supplier and the recipient. We assess various rules in terms of overall network utility. Our computational results show that 1) it is beneficial to use hybrid assignment rules that integrate the spirit of system-wide assignment and that of local preferred assignment; 2) it may be beneficial to allow agent behavior changes with certain degree of autonomy.
Keywords :
resource allocation; scheduling; agent-based simulation model; commodity decay durations; emergency resources dynamic assignment; hybrid assignment rules; network utility; perishable commodity; perishable goods; repast symphony-based simulation; scale-free network; spatial proximity; stochastic dynamic assignment; system-wide assignment; Computational modeling; Containers; Joining processes; Network topology; Paper technology; Protection; Safety; Stochastic processes; Supply and demand; Vehicle dynamics; Dynamic Assignment; Limited Resource; Modeling and Simulation; Repast Symphony Platform;
Conference_Titel :
Logistics Systems and Intelligent Management, 2010 International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-7331-1
DOI :
10.1109/ICLSIM.2010.5461190