Title :
The agent-based simulation of inventory-based model´s impact on market maker trading mechanism
Author :
Wang, Yi ; Zhou, Hongtao ; Zeng, Wei
Author_Institution :
Dept. of Control Sci. & Technol., Hua Zhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
This paper combines market-maker´s inventory-based model and information-based model, using multi-agent technology to construct a group of informed traders, insiders and a market-maker, with market microstructure theory to build an artificially financial market under market-maker trading mechanism. By comparing different situations under which market-maker holds different initial stock positions, this paper researches the relationship between stock inventory value and unit cost, market-maker´s decision-making behavior affected by unit cost, and market-maker´s profit affected by inventory-based model. Experience results not only present inventory value increases in response to increasing the unit cost and decreasing the market-maker´s profit but also present market-maker who has ability to learn has an optimal stock position.
Keywords :
multi-agent systems; simulation; stock markets; agent-based simulation; artificially financial market; decision-making behavior; information-based model; inventory-based model; market maker trading mechanism; multi-agent technology; profit; stock inventory value; stock position; stock unit cost; Amplitude shift keying; Analytical models; Computational modeling; Decision making; Economics; Educational institutions; Learning;
Conference_Titel :
Advanced Computational Intelligence (IWACI), 2011 Fourth International Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-1-61284-374-2
DOI :
10.1109/IWACI.2011.6160079