Title :
Agent-based economic modelling with iterated prisoner´s dilemma
Author :
Chiong, Raymond ; Wong, Dennis M L ; Jankovic, Lubo
Author_Institution :
Swinburne Univ. of Technol. (Sarawak Campus), Kuching, Malaysia
Abstract :
This paper presents a method on modelling the economy market using agent-based representation and iterated prisoner´s dilemma (IPD). While IPD has been widely used in various problems, there is little work done in modelling the dynamics of market behaviour and it is the main objective of this work to fill in this gap. We create a simulated market environment with agents acting as firms to perform transactions among each other with chosen IPD strategy. From the empirical results, we investigate the strategic interactions among different firms in relation to real-world transaction scenario. In the concluding remarks, we present our observation on the qualities of a winning strategy.
Keywords :
marketing; software agents; Agent-based economic modelling; iterated prisoner dilemma; strategic interactions; winning strategy; Artificial intelligence; Context modeling; Economic forecasting; Environmental economics; Floods; Game theory; Mathematical model; Measurement techniques; Nash equilibrium; Software tools;
Conference_Titel :
Computing & Informatics, 2006. ICOCI '06. International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-0219-9
Electronic_ISBN :
978-1-4244-0220-5
DOI :
10.1109/ICOCI.2006.5276488