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Volumn 147, Issue 1, 2015, Pages 207-224

An agent-based simulator driven by variants of Self-Organizing Maps

Author keywords

Agent based simulations; Economic systems dynamics; Self organizing maps

Indexed keywords

CONFORMAL MAPPING; ECONOMICS;

EID: 84924052219     PISSN: 09252312     EISSN: 18728286     Source Type: Journal    
DOI: 10.1016/j.neucom.2014.02.062     Document Type: Article
Times cited : (9)

References (68)
  • 1
    • 84872241562 scopus 로고    scopus 로고
    • Strategic uncertainty and the genetic algorithm adaption
    • Kluwer Academic Press, Boston, H. Amman, B. Rustem, A. Winston (Eds.)
    • Arifovic J. Strategic uncertainty and the genetic algorithm adaption. Computational Approaches to Economic Problems 1997, Kluwer Academic Press, Boston. H. Amman, B. Rustem, A. Winston (Eds.).
    • (1997) Computational Approaches to Economic Problems
    • Arifovic, J.1
  • 2
    • 0002135590 scopus 로고
    • Inductive reasoning and bounded rationality
    • Arthur W.B. Inductive reasoning and bounded rationality. Am. Econ. Rev. 1994, 84(2):406-411.
    • (1994) Am. Econ. Rev. , vol.84 , Issue.2 , pp. 406-411
    • Arthur, W.B.1
  • 3
    • 84880923312 scopus 로고    scopus 로고
    • A swarm intelligence based sample average approximation algorithm for the capacitated reliable facility location problem
    • Aydin N., Murat A. A swarm intelligence based sample average approximation algorithm for the capacitated reliable facility location problem. Int. J. Prod. Econ. 2014, 145(1):173-183.
    • (2014) Int. J. Prod. Econ. , vol.145 , Issue.1 , pp. 173-183
    • Aydin, N.1    Murat, A.2
  • 5
    • 0037861168 scopus 로고    scopus 로고
    • Shell models of energy cascade in turbulence
    • Biferale M. Shell models of energy cascade in turbulence. Annu. Rev. Fluid Mech. 2003, 35:441-468.
    • (2003) Annu. Rev. Fluid Mech. , vol.35 , pp. 441-468
    • Biferale, M.1
  • 7
    • 28944454561 scopus 로고    scopus 로고
    • Ant colony optimization. introduction and recent trends
    • Blum C. Ant colony optimization. introduction and recent trends. Phys. Life Rev. 2005, 2:353-373.
    • (2005) Phys. Life Rev. , vol.2 , pp. 353-373
    • Blum, C.1
  • 9
    • 0035350696 scopus 로고    scopus 로고
    • Swarm intelligence. A whole new way to think about business
    • MAY
    • Bonabeau E., Meyer C. Swarm intelligence. A whole new way to think about business. Harv. Bus. Rev. 2001, 79(May (5)):106-114.
    • (2001) Harv. Bus. Rev. , vol.79 , Issue.5 , pp. 106-114
    • Bonabeau, E.1    Meyer, C.2
  • 12
    • 0000918990 scopus 로고
    • A theory of production
    • Cobb C.W., Douglas P.H. A theory of production. Am. Econ. Rev. 1928, 18(1):139-165.
    • (1928) Am. Econ. Rev. , vol.18 , Issue.1 , pp. 139-165
    • Cobb, C.W.1    Douglas, P.H.2
  • 15
    • 2142848517 scopus 로고    scopus 로고
    • A statistical tool to assess the reliability of self-organizing maps
    • Springer Verlag London Limited, N. Allinson, H. Yin, L. Allinson, J. Slack (Eds.)
    • Cottrell M., De Bodt E., Verleysen M. A statistical tool to assess the reliability of self-organizing maps. Advances in Self-Organising Maps 2001, 7-14. Springer Verlag London Limited. N. Allinson, H. Yin, L. Allinson, J. Slack (Eds.).
    • (2001) Advances in Self-Organising Maps , pp. 7-14
    • Cottrell, M.1    De Bodt, E.2    Verleysen, M.3
  • 18
    • 0033084695 scopus 로고    scopus 로고
    • Ant algorithms for discrete optimization
    • Dorigo M., Di Caro G., Gambardella L.M. Ant algorithms for discrete optimization. Artif. Life 1999, 5(2):137-172.
    • (1999) Artif. Life , vol.5 , Issue.2 , pp. 137-172
    • Dorigo, M.1    Di Caro, G.2    Gambardella, L.M.3
  • 19
    • 0039091533 scopus 로고
    • The Cobb-Douglas production function once again. its history, its testing, and some new empirical values
    • Douglas P.H. The Cobb-Douglas production function once again. its history, its testing, and some new empirical values. J. Polit. Econ. 1976, 84(5):903-916.
    • (1976) J. Polit. Econ. , vol.84 , Issue.5 , pp. 903-916
    • Douglas, P.H.1
  • 20
    • 70350247656 scopus 로고    scopus 로고
    • Rationality in collective decision-making by ant colonies
    • Edwards S.C., Pratt S.C. Rationality in collective decision-making by ant colonies. Proc. R. Soc. B 2009, 276(1673):3655-3661.
    • (2009) Proc. R. Soc. B , vol.276 , Issue.1673 , pp. 3655-3661
    • Edwards, S.C.1    Pratt, S.C.2
  • 24
    • 0041791373 scopus 로고    scopus 로고
    • A mathematician looks at Wolfram's new kind of science
    • Gray L. A mathematician looks at Wolfram's new kind of science. Not. Am. Math. Soc. 2003, 50:200-211.
    • (2003) Not. Am. Math. Soc. , vol.50 , pp. 200-211
    • Gray, L.1
  • 25
    • 33947402189 scopus 로고
    • On the magic numbers in nuclear structure
    • Haxel O., Jensen J.H.D., Suess H.E. On the magic numbers in nuclear structure. Phys. Rev. 1949, 75:1766.
    • (1949) Phys. Rev. , vol.75 , pp. 1766
    • Haxel, O.1    Jensen, J.H.D.2    Suess, H.E.3
  • 26
    • 4344571371 scopus 로고    scopus 로고
    • Setting up performance surface on an artificial neural network with genetic algorithm optimization: in search of an accurate and profitable prediction for stock trading
    • S. Hayward, Setting up performance surface on an artificial neural network with genetic algorithm optimization: in search of an accurate and profitable prediction for stock trading, in: IEEE Proceedings of the Congress on Evolutionary Computation, 2004, pp. 948-954.
    • (2004) IEEE Proceedings of the Congress on Evolutionary Computation , pp. 948-954
    • Hayward, S.1
  • 27
    • 0005892877 scopus 로고    scopus 로고
    • Modelling social dynamics by cellular automata
    • Sage Publications, New York, B.G. Liebrand, A. Nowak, R. Hegselmann (Eds.)
    • Hegselmann R. Modelling social dynamics by cellular automata. Computer Modelling of Social Processes 1998, 37-64. Sage Publications, New York. B.G. Liebrand, A. Nowak, R. Hegselmann (Eds.).
    • (1998) Computer Modelling of Social Processes , pp. 37-64
    • Hegselmann, R.1
  • 28
    • 0031283635 scopus 로고    scopus 로고
    • About some formalisms of interaction, phase transition models, in: Economics?
    • Hors I., Lordon F. About some formalisms of interaction, phase transition models, in: Economics?. J. Evolutionary Econ. 1997, 7(4):355-373.
    • (1997) J. Evolutionary Econ. , vol.7 , Issue.4 , pp. 355-373
    • Hors, I.1    Lordon, F.2
  • 30
    • 33645244542 scopus 로고    scopus 로고
    • Oxford Center for Computational Finance Working Paper, available online at .
    • P. Jefferies, N. Johnson, Designing agent-based market models. Oxford Center for Computational Finance Working Paper, 2002, available online at . http://arxiv.org/pdf/cond-mat/0207523v1.pdf.
    • (2002) Designing agent-based market models
    • Jefferies, P.1    Johnson, N.2
  • 31
    • 84866111171 scopus 로고    scopus 로고
    • Microstructure dynamics and agent-based financial markets. can dinosaurs return?
    • Kampouridis M., Chen S.H., Tsang E. Microstructure dynamics and agent-based financial markets. can dinosaurs return?. Adv. Complex Syst. 2012, 15(5):1250060.
    • (2012) Adv. Complex Syst. , vol.15 , Issue.5 , pp. 1250060
    • Kampouridis, M.1    Chen, S.H.2    Tsang, E.3
  • 33
    • 7444265318 scopus 로고    scopus 로고
    • Bibliography of Self-Organizing Map (SOM) papers. 1981-1997
    • Kaski S., Kangas J., Kohonen T. Bibliography of Self-Organizing Map (SOM) papers. 1981-1997. Neural Comput. Surv. 1998, 1:102-350.
    • (1998) Neural Comput. Surv. , vol.1 , pp. 102-350
    • Kaski, S.1    Kangas, J.2    Kohonen, T.3
  • 35
    • 0031541544 scopus 로고    scopus 로고
    • The economy as an evolving network
    • Kirman A. The economy as an evolving network. J. Evol. Econ. 1997, 7:339-353.
    • (1997) J. Evol. Econ. , vol.7 , pp. 339-353
    • Kirman, A.1
  • 36
    • 35648992005 scopus 로고    scopus 로고
    • Growth, technological interdependence and spatial externalities. theory and evidence
    • Koch W., Ertur C. Growth, technological interdependence and spatial externalities. theory and evidence. J. Appl. Econ. 2007, 22(6):1033-1062.
    • (2007) J. Appl. Econ. , vol.22 , Issue.6 , pp. 1033-1062
    • Koch, W.1    Ertur, C.2
  • 37
    • 0003410791 scopus 로고    scopus 로고
    • Springer Series in Information Science.
    • T. Kohonen, Self-Organizing Maps, Springer Series in Information Science, 2002.
    • (2002) Self-Organizing Maps
    • Kohonen, T.1
  • 38
    • 85008852637 scopus 로고    scopus 로고
    • A builder's guide to agent based financial markets
    • LeBaron B. A builder's guide to agent based financial markets. Quant. Finance 2001, 1(2):254-261.
    • (2001) Quant. Finance , vol.1 , Issue.2 , pp. 254-261
    • LeBaron, B.1
  • 39
    • 84960609322 scopus 로고
    • A contribution to the empirics of economic growth
    • Mankiw N.G., Romer D., Weil D.N. A contribution to the empirics of economic growth. Q. J. Econ. 1992, 407-437.
    • (1992) Q. J. Econ. , pp. 407-437
    • Mankiw, N.G.1    Romer, D.2    Weil, D.N.3
  • 40
    • 0003389364 scopus 로고
    • Self organizing neural networks for the analysis and representation of data. some financial cases
    • Martin B., Serrano Cinca C. Self organizing neural networks for the analysis and representation of data. some financial cases. Neural Comput. Appl. 1993, 1(2):193-206.
    • (1993) Neural Comput. Appl. , vol.1 , Issue.2 , pp. 193-206
    • Martin, B.1    Serrano Cinca, C.2
  • 41
    • 0028204732 scopus 로고
    • Topology representing networks
    • Martinetz T., Schulten K. Topology representing networks. Neural Netw. 1994, 7(3):507-522.
    • (1994) Neural Netw. , vol.7 , Issue.3 , pp. 507-522
    • Martinetz, T.1    Schulten, K.2
  • 44
    • 75749087271 scopus 로고    scopus 로고
    • A computational approach for the health care market
    • Montefiori M., Resta M. A computational approach for the health care market. Health Care Manag. Sci. 2009, 12(4):344-350.
    • (2009) Health Care Manag. Sci. , vol.12 , Issue.4 , pp. 344-350
    • Montefiori, M.1    Resta, M.2
  • 45
    • 79959305490 scopus 로고    scopus 로고
    • Self Organizing Maps as models of social processes. the case of electoral preferences
    • Springer, Heidelberg
    • Neme A., Hernandez S., Neme O. Self Organizing Maps as models of social processes. the case of electoral preferences. Advances in Self Organizing Maps, LNCS 2011, vol. 6731:51-60. Springer, Heidelberg.
    • (2011) Advances in Self Organizing Maps, LNCS , vol.6731 , pp. 51-60
    • Neme, A.1    Hernandez, S.2    Neme, O.3
  • 46
    • 82455192318 scopus 로고    scopus 로고
    • An electoral preferences model based on self-organizing maps
    • Neme A., Hernandez S., Neme O. An electoral preferences model based on self-organizing maps. J. Comput. Sci. 2011, 2(4):345-352.
    • (2011) J. Comput. Sci. , vol.2 , Issue.4 , pp. 345-352
    • Neme, A.1    Hernandez, S.2    Neme, O.3
  • 47
    • 69049086739 scopus 로고    scopus 로고
    • Analysis of parliamentary election results and socio-economic situation using self-organizing map
    • Springer, Heidelberg
    • Niemela P., Honkela T. Analysis of parliamentary election results and socio-economic situation using self-organizing map. WSOM 2009. LNCS 2009, vol. 5629:209-218. Springer, Heidelberg.
    • (2009) WSOM 2009. LNCS , vol.5629 , pp. 209-218
    • Niemela, P.1    Honkela, T.2
  • 49
    • 7444265318 scopus 로고    scopus 로고
    • Bibliography of Self-Organizing Map (SOM) papers. 1998-2001 addendum
    • Oja M., Kaski S., Kohonen T. Bibliography of Self-Organizing Map (SOM) papers. 1998-2001 addendum. Neural Comput. Surv. 2003, 3:1-156.
    • (2003) Neural Comput. Surv. , vol.3 , pp. 1-156
    • Oja, M.1    Kaski, S.2    Kohonen, T.3
  • 52
    • 79959324611 scopus 로고    scopus 로고
    • Assessing the efficiency of health care providers. a SOM perspective
    • Springer, Heidelberg
    • Resta M. Assessing the efficiency of health care providers. a SOM perspective. Advances in Self Organizing Maps, LNCS 2011, vol. 6731:30-39. Springer, Heidelberg.
    • (2011) Advances in Self Organizing Maps, LNCS , vol.6731 , pp. 30-39
    • Resta, M.1
  • 53
    • 84879564341 scopus 로고    scopus 로고
    • The shape of crisis. lessons from Self Organizing Maps
    • Atlantis Press, Amsterdam-Paris-Beijing, C. Kahraman (Ed.)
    • Resta M. The shape of crisis. lessons from Self Organizing Maps. Computational Intelligence Systems in Industrial Engineering 2012, 535-555. Atlantis Press, Amsterdam-Paris-Beijing. C. Kahraman (Ed.).
    • (2012) Computational Intelligence Systems in Industrial Engineering , pp. 535-555
    • Resta, M.1
  • 55
    • 84880415464 scopus 로고    scopus 로고
    • Visual tracking of the millennium development goals with a fuzzified self-organizing neural network
    • Sarlin P. Visual tracking of the millennium development goals with a fuzzified self-organizing neural network. Int. J. Mach. Learn. Cybern. 2011, 1-13.
    • (2011) Int. J. Mach. Learn. Cybern. , pp. 1-13
    • Sarlin, P.1
  • 56
    • 79959298608 scopus 로고    scopus 로고
    • Fuzzy clustering of the self-organizing map. some applications on financial time series
    • Springer, Heidelberg
    • Sarlin P., Eklund T. Fuzzy clustering of the self-organizing map. some applications on financial time series. Advances in Self Organizing Maps, LNCS 2011, vol. 6731:40-50. Springer, Heidelberg.
    • (2011) Advances in Self Organizing Maps, LNCS , vol.6731 , pp. 40-50
    • Sarlin, P.1    Eklund, T.2
  • 57
    • 84959849294 scopus 로고
    • A contribution to the theory of economic growth
    • Solow R.M. A contribution to the theory of economic growth. Q. J. Econ. 1956, 70(1):65-94.
    • (1956) Q. J. Econ. , vol.70 , Issue.1 , pp. 65-94
    • Solow, R.M.1
  • 58
    • 0000500639 scopus 로고
    • Technical change and the aggregate production function
    • Solow R.M. Technical change and the aggregate production function. Rev. Econ. Stat. 1957, 39(3):312-320.
    • (1957) Rev. Econ. Stat. , vol.39 , Issue.3 , pp. 312-320
    • Solow, R.M.1
  • 59
    • 70350370259 scopus 로고    scopus 로고
    • A variant of the SOM algorithm and its interpretation in the viewpoint of social influence and learning
    • Su M.C., Zhao Y.-Xiang A variant of the SOM algorithm and its interpretation in the viewpoint of social influence and learning. Neural Comput. Appl. 2009, 18:1043-1055.
    • (2009) Neural Comput. Appl. , vol.18 , pp. 1043-1055
    • Su, M.C.1    Zhao, Y.-X.2
  • 60
    • 84979188382 scopus 로고
    • Economic growth and capital accumulation
    • Swan T.W. Economic growth and capital accumulation. Econ. Rec. 1956, 32(2):334-361.
    • (1956) Econ. Rec. , vol.32 , Issue.2 , pp. 334-361
    • Swan, T.W.1
  • 61
    • 2142809660 scopus 로고    scopus 로고
    • Agent based computational economics a brief guide to the literature
    • Fitzroy-Dearborn, London
    • Tesfatsion L. Agent based computational economics a brief guide to the literature. Reader's Guide to the Social Sciences 2001, vol. 1. Fitzroy-Dearborn, London.
    • (2001) Reader's Guide to the Social Sciences , vol.1
    • Tesfatsion, L.1
  • 62
    • 79954477502 scopus 로고    scopus 로고
    • The Generative Self-Organizing Map: A Probabilistic Generalization of Kohonen's SOM
    • IAS Technical Report IAS-UVA-02-03.
    • J.J. Verbeek, N. Vlassis, B. Krose, The Generative Self-Organizing Map: A Probabilistic Generalization of Kohonen's SOM. IAS Technical Report IAS-UVA-02-03, 2002.
    • (2002)
    • Verbeek, J.J.1    Vlassis, N.2    Krose, B.3
  • 63
    • 35949018560 scopus 로고
    • Statistical mechanics of cellular automata
    • Wolfram S. Statistical mechanics of cellular automata. Rev. Mod. Phys. 1983, 55(3):601-644.
    • (1983) Rev. Mod. Phys. , vol.55 , Issue.3 , pp. 601-644
    • Wolfram, S.1
  • 64
    • 0020495993 scopus 로고
    • Universality and complexity in cellular automata
    • Wolfram S. Universality and complexity in cellular automata. Phys. D 1984, 10:1-35.
    • (1984) Phys. D , vol.10 , pp. 1-35
    • Wolfram, S.1
  • 65
    • 0000299496 scopus 로고
    • Undecidability and intractability in theoretical physics
    • Wolfram S. Undecidability and intractability in theoretical physics. Phys. Rev. Lett. 1985, 54:735-738.
    • (1985) Phys. Rev. Lett. , vol.54 , pp. 735-738
    • Wolfram, S.1
  • 67
    • 0002369357 scopus 로고    scopus 로고
    • Classifying cellular automata automatically. finding gliders, filtering, and relating space-time patterns, attractor basins, and the Z parameter
    • Wuensche A. Classifying cellular automata automatically. finding gliders, filtering, and relating space-time patterns, attractor basins, and the Z parameter. Complexity 1999, 4(3):47-66.
    • (1999) Complexity , vol.4 , Issue.3 , pp. 47-66
    • Wuensche, A.1
  • 68
    • 0029410706 scopus 로고
    • On the distribution and convergence of feature space in self-organizing maps
    • Yin H., Allinson N.M. On the distribution and convergence of feature space in self-organizing maps. Neural Comput. 1995, 7(6):1178-1187.
    • (1995) Neural Comput. , vol.7 , Issue.6 , pp. 1178-1187
    • Yin, H.1    Allinson, N.M.2


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