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Volumn 12, Issue 1, 2009, Pages

Errors and artefacts in agent-based modelling

Author keywords

Agent based modelling; Artefact; Error; Modelling roles; Replication; Verification

Indexed keywords


EID: 62549088257     PISSN: 14607425     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (158)

References (86)
  • 1
    • 0001847138 scopus 로고    scopus 로고
    • Asset Pricing under Endogenous Expectations in an Artificial Stock Market
    • In Arthur W B, Durlauf S, and Lane D (Eds.) Reading, MA: Addison-Wesley Longman
    • ARTHUR W B, Holland J H, LeBaron B, Palmer R and Tayler P (1997) Asset Pricing under Endogenous Expectations in an Artificial Stock Market. In Arthur W B, Durlauf S, and Lane D (Eds.) The Economy as an Evolving Complex System II : 15-44. Reading, MA: Addison-Wesley Longman.
    • (1997) The Economy as an Evolving Complex System II , pp. 15-44
    • Arthur, W.B.1    Holland, J.H.2    LeBaron, B.3    Palmer, R.4    Tayler, P.5
  • 2
    • 84973978032 scopus 로고
    • An Evolutionary Approach to Norms
    • AXELROD R M (1986) An Evolutionary Approach to Norms. American Political Science Review , 80(4), pp. 1095-1111.
    • (1986) American Political Science Review , vol.80 , Issue.4 , pp. 1095-1111
    • Axelrod, R.M.1
  • 3
    • 21744459955 scopus 로고    scopus 로고
    • The Dissemination of Culture: A Model with Local Convergence and Global Polarization
    • AXELROD R M (1997a) The Dissemination of Culture: A Model with Local Convergence and Global Polarization. Journal of Conflict Resolution , 41(2), pp. 203-226.
    • (1997) Journal of Conflict Resolution , vol.41 , Issue.2 , pp. 203-226
    • Axelrod, R.M.1
  • 4
    • 0002264625 scopus 로고    scopus 로고
    • Advancing the Art of Simulation in the Social Sciences
    • In Conte R, Hegselmann R, and Terna P (Eds.) Berlin: Springer-Verlag
    • AXELROD R M (1997b) Advancing the Art of Simulation in the Social Sciences. In Conte R, Hegselmann R, and Terna P (Eds.) Simulating Social Phenomena, Lecture Notes in Economics and Mathematical Systems 456 : 21-40. Berlin: Springer-Verlag.
    • (1997) Simulating Social Phenomena, Lecture Notes in Economics and Mathematical Systems , vol.456 , pp. 21-40
    • Axelrod, R.M.1
  • 5
    • 0013502375 scopus 로고    scopus 로고
    • Why Agents? On the Varied Motivations for Agent Computing in the Social Sciences
    • In Macal C M and Sallach D (Eds.), Proceedings of the Workshop on Agent Simulation: Applications, Models, and Tools, IL: Argonne National Laboratory
    • AXTELL R L (2000) Why Agents? On the Varied Motivations for Agent Computing in the Social Sciences. In Macal C M and Sallach D (Eds.) Proceedings of the Workshop on Agent Simulation: Applications, Models, and Tools : 3-24. Argonne, IL: Argonne National Laboratory.
    • (2000) , pp. 3-24
    • Axtell, R.L.1
  • 8
    • 0037076425 scopus 로고    scopus 로고
    • Agent-based modeling: Methods and techniques for simulating human systems
    • Proceedings of the National Academy of Sciences of the United States of America
    • BONABEAU E (2002) Agent-based modeling: Methods and techniques for simulating human systems. Proceedings of the National Academy of Sciences of the United States of America , 99(2), pp. 7280-7287.
    • (2002) , vol.99 , Issue.2 , pp. 7280-7287
    • Bonabeau, E.1
  • 11
    • 0034301597 scopus 로고    scopus 로고
    • Nonequilibrium phase transition in a model for social influence
    • CASTELLANO C, Marsili M and Vespignani A (2000) Nonequilibrium phase transition in a model for social influence. Physical Review Letters , 85(16), pp. 3536-3539.
    • (2000) Physical Review Letters , vol.85 , Issue.16 , pp. 3536-3539
    • Castellano, C.1    Marsili, M.2    Vespignani, A.3
  • 13
    • 67650668273 scopus 로고    scopus 로고
    • Ontology for agent-based modeling and simulation
    • In Macal C M, Sallach D, and North M J (Eds.), Proceedings of the Agent 2004 Conference on Social Dynamics: Interaction, Reflexivity and Emergence: Chicago, IL: Argonne National Laboratory and The University of Chicago
    • CHRISTLEY S, Xiang X and Madey G (2004) Ontology for agent-based modeling and simulation. In Macal C M, Sallach D, and North M J (Eds.) Proceedings of the Agent 2004 Conference on Social Dynamics: Interaction, Reflexivity and Emergence : Chicago, IL: Argonne National Laboratory and The University of Chicago. http://www.agent2005.anl.gov/Agent2004.pdf
    • (2004)
    • Christley, S.1    Xiang, X.2    Madey, G.3
  • 14
    • 0037076309 scopus 로고    scopus 로고
    • Invariance and universality in social agent-based simulations
    • Proceedings of the National Academy of Sciences of the United States of America
    • CIOFFI-REVILLA C (2002) Invariance and universality in social agent-based simulations. Proceedings of the National Academy of Sciences of the United States of America , 99(3), pp. 7314-7316.
    • (2002) , vol.99 , Issue.3 , pp. 7314-7316
    • Cioffi-Revilla, C.1
  • 16
    • 7044227540 scopus 로고    scopus 로고
    • Multi-Agent Based Simulation: Where are the Agents?
    • In Sichman J S, Bousquet F, and Davidsson P (Eds.) Proceedings of MABS 2002 Multi-Agent-Based Simulation, Bologna, Italy: Springer-Verlag
    • DROGOUL A, Vanbergue D and Meurisse T (2003) Multi-Agent Based Simulation: Where are the Agents? In Sichman J S, Bousquet F, and Davidsson P (Eds.) Proceedings of MABS 2002 Multi-Agent-Based Simulation, Lecture Notes in Computer Science 2581 : 1-15. Bologna, Italy: Springer-Verlag.
    • (2003) Lecture Notes in Computer Science 2581 , pp. 1-15
    • Drogoul, A.1    Vanbergue, D.2    Meurisse, T.3
  • 18
    • 84957019932 scopus 로고    scopus 로고
    • The Use of Models - making MABS actually work
    • In Moss S and Davidsson P (Eds.) Berlin: Springer-Verlag
    • EDMONDS B (2001) The Use of Models - making MABS actually work. In Moss S and Davidsson P (Eds.) Multi-Agent-Based Simulation, Lecture Notes in Artificial Intelligence 1979 : 15-32. Berlin: Springer-Verlag.
    • (2001) Multi-Agent-Based Simulation, Lecture Notes in Artificial Intelligence , vol.1979 , pp. 15-32
    • Edmonds, B.1
  • 20
    • 3042688001 scopus 로고    scopus 로고
    • Replication, replication and replication: Some hard lessons from model alignment
    • EDMONDS B and Hales D (2003) Replication, replication and replication: Some hard lessons from model alignment. Journal of Artificial Societies and Social Simulation , 6(4) http://jasss.soc.surrey.ac.uk/6/4/11.html
    • (2003) Journal of Artificial Societies and Social Simulation , vol.6 , Issue.4
    • Edmonds, B.1    Hales, D.2
  • 21
    • 23744467519 scopus 로고    scopus 로고
    • Computational Simulation as Theoretical Experiment
    • EDMONDS B and Hales D (2005) Computational Simulation as Theoretical Experiment. Journal of Mathematical Sociology , 29, pp. 1-24.
    • (2005) Journal of Mathematical Sociology , vol.29 , pp. 1-24
    • Edmonds, B.1    Hales, D.2
  • 22
    • 3042601658 scopus 로고    scopus 로고
    • Comparing an individual-based model of behaviour diffusion with its mean field aggregate approximation
    • EDWARDS M, Huet S, Goreaud F and Deffuant G (2003) Comparing an individual-based model of behaviour diffusion with its mean field aggregate approximation. Journal of Artificial Societies and Social Simulation , 6(4) http://jasss.soc.surrey.ac.uk/6/4/9.html
    • (2003) Journal of Artificial Societies and Social Simulation , vol.6 , Issue.4
    • Edwards, M.1    Huet, S.2    Goreaud, F.3    Deffuant, G.4
  • 23
    • 62549131465 scopus 로고    scopus 로고
    • The Santa Fe Artificial Stock Market Re-Examined - Suggested Corrections
    • EHRENTREICH N (2002) The Santa Fe Artificial Stock Market Re-Examined - Suggested Corrections. Economics Working Paper Archive at WUSTL. http://econwpa.wustledu:80/eps/comp/papers/0209/0209001.pdf
    • (2002) Economics Working Paper Archive at WUSTL
    • Ehrentreich, N.1
  • 24
    • 33751525807 scopus 로고    scopus 로고
    • Technical trading in the Santa Fe Institute Artificial Stock Market revisited
    • EHRENTREICH N (2006) Technical trading in the Santa Fe Institute Artificial Stock Market revisited. Journal of Economic Behavior & Organization , 61(4), pp. 599-616.
    • (2006) Journal of Economic Behavior & Organization , vol.61 , Issue.4 , pp. 599-616
    • Ehrentreich, N.1
  • 25
    • 70849133696 scopus 로고    scopus 로고
    • Agent-based computational models and generative social science
    • EPSTEIN J M (1999) Agent-based computational models and generative social science. Complexity , 4(5), pp. 41-60.
    • (1999) Complexity , vol.4 , Issue.5 , pp. 41-60
    • Epstein, J.M.1
  • 28
    • 0242436716 scopus 로고    scopus 로고
    • Do Irregular Grids make a Difference? Relaxing the Spatial Regularity Assumption in Cellular Models of Social Dynamics
    • FLACHE A and Hegselmann R (2001) Do Irregular Grids make a Difference? Relaxing the Spatial Regularity Assumption in Cellular Models of Social Dynamics. Journal of Artificial Societies and Social Simulation , 4(4) http://jasss.soc.surrey.ac.uk/4/4/6.html
    • (2001) Journal of Artificial Societies and Social Simulation , vol.4 , Issue.4
    • Flache, A.1    Hegselmann, R.2
  • 29
    • 0036390926 scopus 로고    scopus 로고
    • Stochastic Collusion and the Power Law of Learning
    • FLACHE A and Macy M W (2002) Stochastic Collusion and the Power Law of Learning. Journal of Conflict Resolution, 46(5), pp. 629-653.
    • (2002) Journal of Conflict Resolution , vol.46 , Issue.5 , pp. 629-653
    • Flache, A.1    Macy, M.W.2
  • 30
    • 23944462722 scopus 로고    scopus 로고
    • Appearances Can Be Deceiving: Lessons Learned Re-Implementing Axelrod's 'Evolutionary Approach to Norms'
    • GALAN J M and Izquierdo L R (2005) Appearances Can Be Deceiving: Lessons Learned Re-Implementing Axelrod's 'Evolutionary Approach to Norms'. Journal of Artificial Societies and Social Simulation, 8(3) 2 http://jasss.soc.surrey.ac.uk/8/3/2.html
    • (2005) Journal of Artificial Societies and Social Simulation , vol.8 , Issue.3 , pp. 2
    • Galan, J.M.1    Izquierdo, L.R.2
  • 32
    • 2942535617 scopus 로고    scopus 로고
    • How to build and use agent-based models in social science
    • GILBERT N and Terna P (2000) How to build and use agent-based models in social science. Mind and Society, 1(1), pp. 57-72.
    • (2000) Mind and Society , vol.1 , Issue.1 , pp. 57-72
    • Gilbert, N.1    Terna, P.2
  • 34
    • 33645739486 scopus 로고    scopus 로고
    • Evolution of contingent altruism when cooperation is expensive
    • HAMMOND R A and Axelrod R M (2006a) Evolution of contingent altruism when cooperation is expensive. Theoretical Population Biology, 69(3), pp. 333-338.
    • (2006) Theoretical Population Biology , vol.69 , Issue.3 , pp. 333-338
    • Hammond, R.A.1    Axelrod, R.M.2
  • 37
    • 35148839490 scopus 로고
    • A translation approach to portable ontology specifications
    • GRUBER T R (1993) A translation approach to portable ontology specifications. Knowledge Acquisition, 5(2), pp. 199-220.
    • (1993) Knowledge Acquisition , vol.5 , Issue.2 , pp. 199-220
    • Gruber, T.R.1
  • 38
    • 0344120796 scopus 로고    scopus 로고
    • Further towards a taxonomy of agent-based simulation models in environmental management
    • HARE M and Deadman P (2004) Further towards a taxonomy of agent-based simulation models in environmental management. Mathematics and Computers in Simulation, 64(1), pp. 25-40.
    • (2004) Mathematics and Computers in Simulation , vol.64 , Issue.1 , pp. 25-40
    • Hare, M.1    Deadman, P.2
  • 40
    • 33846830022 scopus 로고    scopus 로고
    • Taking into Account the Variations of Neighbourhood Sizes in the Mean-Field Approximation of the Threshold Model on a Random Network
    • HUET S, Edwards M and Deffuant G (2007) Taking into Account the Variations of Neighbourhood Sizes in the Mean-Field Approximation of the Threshold Model on a Random Network. Journal of Artificial Societies and Social Simulation, 10(1) 10 http://jasss.soc.surrey.ac.uk/10/1/10.html
    • (2007) Journal of Artificial Societies and Social Simulation , vol.10 , Issue.1 , pp. 10
    • Huet, S.1    Edwards, M.2    Deffuant, G.3
  • 46
    • 34249989629 scopus 로고    scopus 로고
    • The Impact on Market Efficiency of Quality Uncertainty without Asymmetric Information
    • IZQUIERDO S S and Izquierdo L R (2007) The Impact on Market Efficiency of Quality Uncertainty without Asymmetric Information. Journal of Business Research, 60(8), pp. 858-867. http://dx.doi.org/10.1016/j.jbusres.2007.02.010
    • (2007) Journal of Business Research , vol.60 , Issue.8 , pp. 858-867
    • Izquierdo, S.S.1    Izquierdo, L.R.2
  • 47
    • 0029637656 scopus 로고
    • Verification and validation of simulation models
    • KLEIJNEN J P C (1995) Verification and validation of simulation models. European Journal of Operational Research, 82(1), pp. 145-162.
    • (1995) European Journal of Operational Research , vol.82 , Issue.1 , pp. 145-162
    • Kleijnen, J.P.C.1
  • 48
    • 0032136251 scopus 로고    scopus 로고
    • Validation in simulation: Various positions in the philosophy of science
    • KLEINDORFER G B, O'Neill L and Ganeshan R (1998) Validation in simulation: Various positions in the philosophy of science. Management Science, 44(8), pp. 1087-1099.
    • (1998) Management Science , vol.44 , Issue.8 , pp. 1087-1099
    • Kleindorfer, G.B.1    O'Neill, L.2    Ganeshan, R.3
  • 49
    • 0141704080 scopus 로고    scopus 로고
    • Role of dimensionality in Axelrod's model for the dissemination of culture
    • KLEMM K, Eguíluz V M, Toral R and San Miguel M (2003a) Role of dimensionality in Axelrod's model for the dissemination of culture. Physica A, 327, pp. 1-5.
    • (2003) Physica A , vol.327 , pp. 1-5
    • Klemm, K.1    Eguíluz, V.M.2    Toral, R.3    San Miguel, M.4
  • 50
    • 0038204352 scopus 로고    scopus 로고
    • Global culture: A noise-induced transition in finite systems
    • KLEMM K, Eguiluz V M, Toral R and Miguel M S (2003b) Global culture: A noise-induced transition in finite systems. Physical Review E, 67(4).
    • (2003) Physical Review E , vol.67 , Issue.4
    • Klemm, K.1    Eguiluz, V.M.2    Toral, R.3    Miguel, M.S.4
  • 51
    • 85037194538 scopus 로고    scopus 로고
    • Nonequilibrium transitions in complex networks: A model of social interaction
    • KLEMM K, Eguiluz V M, Toral R and San Miguel M (2003c) Nonequilibrium transitions in complex networks: A model of social interaction. Physical Review E, 67(2).
    • (2003) Physical Review E , vol.67 , Issue.2
    • Klemm, K.1    Eguiluz, V.M.2    Toral, R.3    San Miguel, M.4
  • 55
    • 21444439083 scopus 로고    scopus 로고
    • Why are economists sceptical about agent-based simulations?
    • LEOMBRUNI R and Richiardi M (2005) Why are economists sceptical about agent-based simulations? Physica A, 355, pp. 103-109.
    • (2005) Physica A , vol.355 , pp. 103-109
    • Leombruni, R.1    Richiardi, M.2
  • 56
    • 62549084999 scopus 로고    scopus 로고
    • Confronting macro, meso and micro scale modelling of bacteria dynamics
    • Marseille, France, March 2007
    • MABROUK N, Deffuant G and Lobry C (2007) Confronting macro, meso and micro scale modelling of bacteria dynamics. M2M 2007: Third International Model-to-Model Workshop, Marseille, France, 15-16 March 2007. http://m2m2007.macaulay.ac.uk/M2M2007-Mabrouk.pdf
    • (2007) M2M 2007: Third International Model-to-Model Workshop , pp. 15-16
    • Mabrouk, N.1    Deffuant, G.2    Lobry, C.3
  • 57
    • 0037076357 scopus 로고    scopus 로고
    • Learning Dynamics in Social Dilemmas
    • Proceedings of the National Academy of Sciences of the United States of America
    • MACY M W and Flache A (2002) Learning Dynamics in Social Dilemmas. Proceedings of the National Academy of Sciences of the United States of America, 99(3), pp. 7229-7236.
    • (2002) , vol.99 , Issue.3 , pp. 7229-7236
    • Macy, M.W.1    Flache, A.2
  • 58
    • 4243131429 scopus 로고    scopus 로고
    • The standing ovation problem
    • MILLER J H and Page S E (2004) The standing ovation problem. Complexity, 9(5), pp. 8-16.
    • (2004) Complexity , vol.9 , Issue.5 , pp. 8-16
    • Miller J, H.1    Page S, E.2
  • 59
    • 40849096183 scopus 로고    scopus 로고
    • Alternative Approaches to the Empirical Validation of Agent-Based Models
    • MOSS S (2008) Alternative Approaches to the Empirical Validation of Agent-Based Models. Journal of Artificial Societies and Social Simulation, 11(1) 5 http://jasss.soc.surrey.ac.uk/11/1/5.html
    • (2008) Journal of Artificial Societies and Social Simulation , vol.11 , Issue.1 , pp. 5
    • Moss, S.1
  • 60
    • 21344464230 scopus 로고    scopus 로고
    • Sociology and Simulation: - Statistical and Qualitative Cross- Validation
    • MOSS S and Edmonds B (2005) Sociology and Simulation: - Statistical and Qualitative Cross- Validation, American Journal of Sociology, 110(4), pp. 1095-1131.
    • (2005) American Journal of Sociology , vol.110 , Issue.4 , pp. 1095-1131
    • Moss, S.1    Edmonds, B.2
  • 61
    • 8844267248 scopus 로고    scopus 로고
    • Validation and Verification of Computational Models with Multiple Cognitive Agents
    • No.: 97-25
    • MOSS S, Edmonds B and Wallis S (1997) Validation and Verification of Computational Models with Multiple Cognitive Agents. Centre for Policy Modelling Report, No.: 97-25 http://cfpm.org/cpmrep25.html
    • (1997) Centre for Policy Modelling Report , vol.97 , Issue.25
    • Moss, S.1    Edmonds, B.2    Wallis, S.3
  • 62
    • 0038702140 scopus 로고    scopus 로고
    • Agent-based modeling vs. equation-based modeling: A case study and users' guide
    • In Sichman J S, Conte R, and Gilbert N (Eds.) Berlin, Germany: Springer-Verlag
    • PARUNAK H V D, Savit R and Riolo R L (1998) Agent-based modeling vs. equation-based modeling: A case study and users' guide. In Sichman J S, Conte R, and Gilbert N (Eds.) Multi- Agent Systems and Agent-Based Simulation, Lecture Notes in Artificial Intelligence 1534: 10-25. Berlin, Germany: Springer-Verlag.
    • (1998) Multi- Agent Systems and Agent-Based Simulation, Lecture Notes in Artificial Intelligence , vol.1534 , pp. 10-25
    • Parunak, H.V.D.1    Savit, R.2    Riolo, R.L.3
  • 65
    • 62549091748 scopus 로고    scopus 로고
    • A new approach to modelling frameworks
    • _rftxt Proceedings of the First World Congress on Social Simulation, Kyoto
    • POLHILL J G and Gotts N M (2006) A new approach to modelling frameworks. Proceedings of the First World Congress on Social Simulation: 50-57. Kyoto.
    • (2006) , pp. 50-57
    • Polhill, J.G.1    Gotts, N.M.2
  • 66
    • 17444376433 scopus 로고    scopus 로고
    • Lessons learned from converting the artificial stock market to interval arithmetic
    • POLHILL J G and Izquierdo L R (2005) Lessons learned from converting the artificial stock market to interval arithmetic. Journal of Artificial Societies and Social Simulation, 8(2) http://jasss.soc.surrey.ac.uk/8/2/2.html
    • (2005) Journal of Artificial Societies and Social Simulation , vol.8 , Issue.2
    • Polhill, J.G.1    Izquierdo, L.R.2
  • 67
    • 30144442153 scopus 로고    scopus 로고
    • What every agent-based modeller should know about floating point arithmetic
    • POLHILL J G, Izquierdo L R and Gotts N M (2006) What every agent-based modeller should know about floating point arithmetic. Environmental Modelling & Software, 21(3), pp. 283-309.
    • (2006) Environmental Modelling & Software , vol.21 , Issue.3 , pp. 283-309
    • Polhill, J.G.1    Izquierdo, L.R.2    Gotts, N.M.3
  • 71
    • 0035936124 scopus 로고    scopus 로고
    • Evolution of cooperation without reciprocity
    • RIOLO R L, Cohen M D and Axelrod R M (2001) Evolution of cooperation without reciprocity. Nature, 411, pp. 441-443.
    • (2001) Nature , vol.411 , pp. 441-443
    • Riolo, R.L.1    Cohen, M.D.2    Axelrod, R.M.3
  • 72
    • 33845255189 scopus 로고
    • The Checkerboard Model of Social Interaction
    • SAKODA J M (1971) The Checkerboard Model of Social Interaction. Journal of Mathematical Sociology, 1(1), pp. 119-132.
    • (1971) Journal of Mathematical Sociology , vol.1 , Issue.1 , pp. 119-132
    • Sakoda, J.M.1
  • 76
    • 1642479022 scopus 로고    scopus 로고
    • Verification and Validation of Simulation Models
    • In Chick S, Sánchez P J, Ferrin D, and Morrice D J (Eds.) Proceedings of the 2003 Winter Simulation Conference, Piscataway, NJ: IEEE
    • SARGENT R G (2003) Verification and Validation of Simulation Models. In Chick S, Sánchez P J, Ferrin D, and Morrice D J (Eds.) Proceedings of the 2003 Winter Simulation Conference: 37-48. Piscataway, NJ: IEEE.
    • (2003) , pp. 37-48
    • Sargent, R.G.1
  • 79
    • 0345426372 scopus 로고    scopus 로고
    • Synchronous and asynchronous updating in cellular automata
    • SCHÖNFISCH B and De Roos A (1999) Synchronous and asynchronous updating in cellular automata. BioSystems, 51(3), pp. 123-143.
    • (1999) BioSystems , vol.51 , Issue.3 , pp. 123-143
    • Schönfisch, B.1    De Roos, A.2
  • 80
    • 84928448540 scopus 로고
    • Tests of computer simulation validity. What do they measure?
    • STANISLAW H (1986) Tests of computer simulation validity. What do they measure? Simulation and Games 17, pp. 173-191.
    • (1986) Simulation and Games , vol.17 , pp. 173-191
    • Stanislaw, H.1
  • 82
    • 0020718809 scopus 로고
    • The Verification of Dynamic Simulation Models
    • TAYLOR A J (1983) The Verification of Dynamic Simulation Models. Journal of the Operational Research Society, 34(3), pp. 233-242.
    • (1983) Journal of the Operational Research Society , vol.34 , Issue.3 , pp. 233-242
    • Taylor, A.J.1
  • 83
    • 44349163431 scopus 로고    scopus 로고
    • A Model-To-Model Analysis of Bertrand Competition
    • VILÀ X (2008) A Model-To-Model Analysis of Bertrand Competition. Journal of Artificial Societies and Social Simulation, 11(2) 11 http://jasss.soc.surrey.ac.uk/11/2/11.html
    • (2008) Journal of Artificial Societies and Social Simulation , vol.11 , Issue.2 , pp. 11
    • Vilà, X.1


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