메뉴 건너뛰기




Volumn 25, Issue 4, 2012, Pages 295-304

Agent-based modeling under partial and full knowledge learning settings to simulate financial markets

Author keywords

1 hour; 1 minute; 10 minutes; Agent based modeling and simulation; daily time series; financial markets; full knowledge learning; partial knowledge learning; prediction of SP500, DJIA, Google, SPY time series; simulated annealing

Indexed keywords

1 HOUR; 1 MINUTE; 10 MINUTES; AGENT-BASED MODELING AND SIMULATION; FINANCIAL MARKET; KNOWLEDGE LEARNING; PARTIAL KNOWLEDGE;

EID: 84867569780     PISSN: 09217126     EISSN: None     Source Type: Journal    
DOI: 10.3233/AIC-2012-0537     Document Type: Article
Times cited : (44)

References (30)
  • 2
    • 66049097499 scopus 로고    scopus 로고
    • Agent-based modeling as a bridge between disciplines, Agent-Based Computational Economics
    • L. Kenneth and L. Tesfatsion, eds North-Holland, Amsterdam
    • R. Axelrod, Agent-based modeling as a bridge between disciplines, in: Agent-Based Computational Economics, L. Kenneth and L. Tesfatsion, eds, Handbooks in Economics Series, Vol. 2, North-Holland, Amsterdam, 2006, pp. 1562-1583.
    • (2006) Handbooks in Economics Series , vol.2 , pp. 1562-1583
    • Axelrod, R.1
  • 3
    • 0037076425 scopus 로고    scopus 로고
    • Agent-based modeling: Methods and techniques for simulating human systems
    • E. Bonabeau, Agent-based modeling: methods and techniques for simulating human systems, Proceedings of the National Academy of Sciences 99(3) (2002), 7280-7287.
    • (2002) Proceedings of the National Academy of Sciences , vol.99 , Issue.3 , pp. 7280-7287
    • Bonabeau, E.1
  • 4
    • 0942267281 scopus 로고    scopus 로고
    • The economy as an agent-based whole simulating Schumpeterian dynamics
    • C. Bruun, The economy as an agent-based whole simulating Schumpeterian dynamics, Industry and Innovation 10(4) (2003), 475-491.
    • (2003) Industry and Innovation , vol.10 , Issue.4 , pp. 475-491
    • Bruun, C.1
  • 6
    • 84867536375 scopus 로고    scopus 로고
    • Discussion about how financial markets work: An investment manager perspective
    • A. Cesa, Discussion about how financial markets work: an investment manager perspective, Personal correspondence with the author, 2009.
    • (2009) Personal Correspondence with the Author
    • Cesa, A.1
  • 8
    • 77951262368 scopus 로고    scopus 로고
    • Automated trading with boosting and expert weighting
    • G. Creamer and Y. Freund, Automated trading with boosting and expert weighting, Quantitative Finance 4(10) (2010), 401-420.
    • (2010) Quantitative Finance , vol.4 , Issue.10 , pp. 401-420
    • Creamer, G.1    Freund, Y.2
  • 9
    • 0035391018 scopus 로고    scopus 로고
    • Computational learning techniques for intraday FX trading using popular technical indicators
    • M.A.H. Dempster, T.W. Payne, Y. Romahi and G.W.P. Thompson, Computational learning techniques for intraday FX trading using popular technical indicators, IEEE Transactions on Neural Networks 12(4) (2001), 744-754.
    • (2001) IEEE Transactions on Neural Networks , vol.12 , Issue.4 , pp. 744-754
    • Dempster, M.A.H.1    Payne, T.W.2    Romahi, Y.3    Thompson, G.W.P.4
  • 12
    • 0000480869 scopus 로고
    • Efficient capital markets: A review of theory and empirical work
    • E.F. Fama, Efficient capital markets: a review of theory and empirical work, The Journal of Finance 25(2) (1970), 383-417.
    • (1970) The Journal of Finance , vol.25 , Issue.2 , pp. 383-417
    • Fama, E.F.1
  • 15
    • 78650298152 scopus 로고    scopus 로고
    • A multi-agent-based simulated stock market-testing on different types of stocks
    • H. Abbass, K.C. Tan, B. McKay, D. Essam and T. Gedeon, eds, IEEE Press, Piscataway, NJ
    • G. Kendall and Y. Su, A multi-agent-based simulated stock market-testing on different types of stocks, in: Proceedings of IEEE Congress on Evolutionary Computation, Canberra, Australia, H. Abbass, K.C. Tan, B. McKay, D. Essam and T. Gedeon, eds, IEEE Press, Piscataway, NJ, 2003, pp. 2298-2305.
    • (2003) Proceedings of IEEE Congress on Evolutionary Computation, Canberra, Australia , pp. 2298-2305
    • Kendall, G.1    Su, Y.2
  • 17
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • S. Kirkpatrick, C.D. Gelatt and M.P. Vecchi, Optimization by simulated annealing, Science 220 (1983), 671-680.
    • (1983) Science , vol.220 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt, C.D.2    Vecchi, M.P.3
  • 18
    • 79955872265 scopus 로고    scopus 로고
    • Predicting conocophillips and exxon mobil stock price
    • I. Kitov, Predicting conocophillips and exxon mobil stock price, Journal of Applied Research in Finance 2 (2009), 129-134.
    • (2009) Journal of Applied Research in Finance , vol.2 , pp. 129-134
    • Kitov, I.1
  • 19
    • 0000444193 scopus 로고    scopus 로고
    • Agent-based computational finance: Suggested readings and early research
    • B. Lebaron, Agent-based computational finance: suggested readings and early research, Journal of Economic Dynamics and Control 24 (1998), 679-702.
    • (1998) Journal of Economic Dynamics and Control , vol.24 , pp. 679-702
    • Lebaron, B.1
  • 20
    • 84867563054 scopus 로고    scopus 로고
    • Computational models for short-term prediction of the stock market
    • L. Marconi, M. Gori and M. Lippi, Computational models for short-term prediction of the stock market, Intelligenza Artifi-ciale 5 (2011), 217-227.
    • (2011) Intelligenza Artifi-ciale , vol.5 , pp. 217-227
    • Marconi, L.1    Gori, M.2    Lippi, M.3
  • 21
    • 24344503804 scopus 로고    scopus 로고
    • Traffic packet based intrusion detection: Decision trees and generic based learning evaluation
    • F. Neri, Traffic packet based intrusion detection: decision trees and generic based learning evaluation, WSEAS Transaction on Computers 4(9) (2005), 1017-1024.
    • (2005) WSEAS Transaction on Computers , vol.4 , Issue.9 , pp. 1017-1024
    • Neri, F.1
  • 22
    • 78149346990 scopus 로고    scopus 로고
    • Using software agents to simulate how investors' greed and fear emotions explain the behavior of a financial market
    • F. Neri, Using software agents to simulate how investors' greed and fear emotions explain the behavior of a financial market, in: Proceedings of WSEAS Conference ICOSSE'09, Genoa, Italy, WSEAS Press, Athens, Greece, 2009, pp. 241-245.
    • (2009) Proceedings of WSEAS Conference ICOSSE'09, Genoa, Italy, WSEAS Press, Athens, Greece , pp. 241-245
    • Neri, F.1
  • 23
    • 84255170642 scopus 로고    scopus 로고
    • A comparative study of a financial agent-based simulator across learning scenarios
    • L. Cao et al., eds, Lecture Notes in Artificial Intelligence Springer-Verlag, Berlin/Heidelberg
    • F. Neri, A comparative study of a financial agent-based simulator across learning scenarios, in: Workshop of the Autonomous Agents and Multi Agents Systems Conference on Agent and Data Mining Interaction, L. Cao et al., eds, Lecture Notes in Artificial Intelligence, Vol. 7103, Springer-Verlag, Berlin/Heidelberg, 2012, pp. 86-97.
    • (2012) Workshop of the Autonomous Agents and Multi Agents Systems Conference on Agent and Data Mining Interaction , vol.7103 , pp. 86-97
    • Neri, F.1
  • 26
    • 0027599246 scopus 로고
    • Multistrategy learning and theory revision
    • L. Saitta, M. Botta and F. Neri, Multistrategy learning and theory revision, Machine Learning 11(2, 3) (1993), 153-172.
    • (1993) Machine Learning , vol.11 , Issue.2-3 , pp. 153-172
    • Saitta, L.1    Botta, M.2    Neri, F.3
  • 28
    • 38549129199 scopus 로고    scopus 로고
    • Analyzing the influence of overconfident investors on financial markets through agent-based model
    • SpringerVerlag, Berlin/Heidelber
    • H. Takahashi and T. Takano, Analyzing the influence of overconfident investors on financial markets through agent-based model, in: Intelligent Data Engineering and Automated Learning, Lecture Notes in Computer Science, Vol. 4881, SpringerVerlag, Berlin/Heidelber, 2007, pp. 1042-1052.
    • (2007) Intelligent Data Engineering and Automated Learning, Lecture Notes in Computer Science , vol.4881 , pp. 1042-1052
    • Takahashi, H.1    Takano, T.2
  • 29
    • 0036359150 scopus 로고    scopus 로고
    • Agent-based computational economics: Growing economies from the bottom up
    • L. Tesfatsion, Agent-based computational economics: growing economies from the bottom up, Artificial Life 8(1) (2002), 55-82.
    • (2002) Artificial Life , vol.8 , Issue.1 , pp. 55-82
    • Tesfatsion, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.