An Agent-Based Modeling and Simulation Approach to Commodity Markets

被引:5
|
作者
Giulioni, Gianfranco [1 ]
机构
[1] Univ G dAnnunzio, Viale Pindaro 42, I-65127 Pescara, Italy
关键词
agent-based model; commodity markets; commodity price dynamics; food security; open-source software; FREIGHT TRANSPORT;
D O I
10.1177/0894439318768454
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The present work provides an open-source, agent-based behavioral model primarily addressed to the dynamics associated with the commodities spot price formation, as well as variations and contrast patterns belonging to the exchanged quantity. The framework can flexibly be used for several commodities, but it has to be integrated and qualified with the modelization of producers' and buyers' behavior when used for the analysis of a specific commodity, stock, or group of merchandise. Due to the fact that various commodities or consumer artifacts are perceived and treated differently in several diverse contexts, the intended tasks or functions are mainly entrusted to those experts in the specific fields, who would find the software tool we designed a good starting point for their investigations. Toward achieving this aim, open-source code is provided along with detailed documentation on how to use, further develop, and enhance the present features of the proposed agent-based modeling and simulation software. This is publicly available at
引用
收藏
页码:355 / 370
页数:16
相关论文
共 50 条
  • [1] Agent-Based Simulation and Microstructure Modeling of Immature Stock Markets
    Krichene, Hazem
    El-Aroui, Mhamed-Ali
    [J]. COMPUTATIONAL ECONOMICS, 2018, 51 (03) : 493 - 511
  • [2] Agent-Based Modeling and Simulation of Competitive Electric Power Markets
    Zhang, Dong
    Li, Shuhui
    [J]. 2014 CLEMSON UNIVERSITY POWER SYSTEMS CONFERENCE (PSC), 2014,
  • [3] Global critical materials markets: An agent-based modeling approach
    Riddle, Matthew
    Macal, Charles M.
    Conzelmann, Guenter
    Combs, Todd E.
    Bauer, Diana
    Fields, Fletcher
    [J]. RESOURCES POLICY, 2015, 45 : 307 - 321
  • [4] Agent-Based Social Simulation in Markets
    Bertels, Koen
    Boman, Magnus
    [J]. Electronic Commerce Research, 2001, 1 (1-2) : 149 - 158
  • [5] Agent-based modeling of lottery markets
    Chen, SH
    Chie, BT
    [J]. PROCEEDINGS OF THE 7TH JOINT CONFERENCE ON INFORMATION SCIENCES, 2003, : 1227 - 1230
  • [6] Agent-based modeling of efficient markets
    Lim, SW
    Wong, KYM
    Luo, P
    [J]. INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING, 2003, 2690 : 27 - 34
  • [7] Modeling and simulation of an agent-based decentralized two-commodity power market
    Arnheiter, T
    [J]. FOURTH INTERNATIONAL CONFERENCE ON MULTIAGENT SYSTEMS, PROCEEDINGS, 2000, : 361 - 362
  • [8] AGENT-BASED SIMULATION APPROACH TO URBAN DYNAMICS MODELING
    Lievano Martinez, Federico
    Olaya Morales, Yris
    [J]. DYNA-COLOMBIA, 2012, 79 (173): : 34 - 42
  • [9] AGENT-BASED MODELING AND SIMULATION
    Macal, Charles M.
    North, Michael J.
    [J]. PROCEEDINGS OF THE 2009 WINTER SIMULATION CONFERENCE (WSC 2009 ), VOL 1-4, 2009, : 86 - +
  • [10] Computer as thinking agent: Modeling the European power markets using agent-based simulation
    Keseric, N
    Saguan, M
    Hadjee, G
    [J]. Eurocon 2005: The International Conference on Computer as a Tool, Vol 1 and 2 , Proceedings, 2005, : 1477 - 1480