Financial advisor agent in a multi-agent financial trading system

被引:3
|
作者
Pandey, V [1 ]
Ng, WK [1 ]
Lim, EP [1 ]
机构
[1] Nanyang Technol Univ, Sch Comp Engn, Singapore 2263, Singapore
关键词
D O I
10.1109/DEXA.2000.875070
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Agent-based technology has gained a lot of importance over recent years as is evident from the rapidly growing,number of Websites using agents. In the future, the level of automation would be such that work delegated to an agent could be accomplished by collaborating with other agents. Conventional financial trading systems alert the user based on the analysis of financial instruments based an user inputs. In this work, we take it a step further; an agent may initiate actions up to a limit defined by the user on the belief that in light of the analysis information available, the user would have taken the same action. This paper describes a multi-agent financial trading system that helps to manage a financial portfolio by monitoring variables such as stock prices. Agents alert their owner or take autonomous actions when the information being monitored satisfies certain user-established criteria All agents collaborate with one another to retrieve financial information, perform analysis and take appropriate actions such as investing at the best rates trying To optimize the client portfolio.
引用
收藏
页码:482 / 486
页数:5
相关论文
共 50 条
  • [1] A MULTI-AGENT SYSTEM FOR TRADING STRATEGIES DEVELOPMENT IN FINANCIAL MARKETS
    Morajda, Janusz
    [J]. SGEM 2016, BK 2: POLITICAL SCIENCES, LAW, FINANCE, ECONOMICS AND TOURISM CONFERENCE PROCEEDINGS, VOL III, 2016, : 33 - 40
  • [2] The multi-agent system for prediction of financial time series
    Raudys, Sarunas
    Zliobaite, Indre
    [J]. ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING - ICAISC 2006, PROCEEDINGS, 2006, 4029 : 653 - 662
  • [3] An Investment Recommender Multi-agent System in Financial Technology
    Hernandez, Elena
    Sitton, Ines
    Rodriguez, Sara
    Gil, Ana B.
    Garcia, Roberto J.
    [J]. INTERNATIONAL JOINT CONFERENCE SOCO'18-CISIS'18- ICEUTE'18, 2019, 771 : 3 - 10
  • [4] A multi-agent algorithm for financial derivatives
    Trinh, Q
    Mitra, A
    Thulasiram, RK
    Thulasiraman, P
    [J]. 6TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL XIII, PROCEEDINGS: CONCEPTS AND APPLICATIONS OF SYSTEMICS, CYBERNETICS AND INFORMATICS III, 2002, : 153 - 158
  • [5] A multi-agent deep reinforcement learning framework for algorithmic trading in financial markets
    Shavandi, Ali
    Khedmati, Majid
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2022, 208
  • [6] Fuzzy logic in the multi-agent financial decision support system
    Korczak, Jerzy
    Hernes, Marcin
    Bac, Maciej
    [J]. PROCEEDINGS OF THE 2015 FEDERATED CONFERENCE ON COMPUTER SCIENCE AND INFORMATION SYSTEMS, 2015, 5 : 1367 - 1376
  • [7] Simulation of a trading multi-agent system
    Mariano, P
    Pereira, A
    Correia, L
    Ribeiro, R
    Abramov, V
    Szirbik, N
    Goossenaerts, J
    Marwala, T
    De Wilde, P
    [J]. 2001 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5: E-SYSTEMS AND E-MAN FOR CYBERNETICS IN CYBERSPACE, 2002, : 3378 - 3384
  • [8] Ontological Trading in a Multi-agent System
    Criado, J.
    Padilla, N.
    Iribarne, L.
    Asensio, J. A.
    Munoz, F.
    [J]. TRENDS IN PRACTICAL APPLICATIONS OF AGENTS AND MULTIAGENT SYSTEMS, 2010, 71 : 321 - 329
  • [9] OVERHEARING IN FINANCIAL MARKETS A Multi-agent Approach
    Badiaa, Hedjazi
    Samir, Aknine
    Mohamed, Ahmed-Nacer
    Karima, Benatchba
    [J]. ICAART 2011: PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE, VOL 2, 2011, : 342 - 350
  • [10] A hybrid multi-agent model for financial markets
    Chen, Stephen
    Tien, Jonathan
    Visano, Brenda Spotton
    [J]. NEW FRONTIERS IN APPLIED ARTIFICIAL INTELLIGENCE, 2008, 5027 : 531 - +