{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T07:22:53Z","timestamp":1743146573881,"version":"3.40.3"},"publisher-location":"Boston, MA","reference-count":39,"publisher":"Springer US","isbn-type":[{"type":"print","value":"9781489976857"},{"type":"electronic","value":"9781489976871"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-1-4899-7687-1_87","type":"book-chapter","created":{"date-parts":[[2019,3,20]],"date-time":"2019-03-20T20:09:45Z","timestamp":1553112585000},"page":"429-434","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Evolutionary Computation in Economics"],"prefix":"10.1007","author":[{"given":"Biliana","family":"Alexandrova-Kabadjova","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alma Lilia","family":"Garc\u00eda-Almanza","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Seraf\u00edn","family":"Mart\u00ednez-Jaramillo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,4,14]]},"reference":[{"issue":"1","key":"87_CR5105","first-page":"1","volume":"3","author":"A Agapie","year":"2001","unstructured":"Agapie A, Agapie A (2001) Evolutionary computation for econometric modeling. Adv Model Optim 3(1): 1\u20135","journal-title":"Adv Model Optim"},{"key":"87_CR5106","doi-asserted-by":"publisher","first-page":"188","DOI":"10.20965\/jaciii.2011.p0188","volume":"15","author":"B Alexandrova-Kabadjova","year":"2011","unstructured":"Alexandrova-Kabadjova B, Tsang E, Krause A (2011) Competition is bad for consumers: analysis of an artificial payment card market. J Adv Comput Intell Intell Inform 15:188\u2013196","journal-title":"J Adv Comput Intell Intell Inform"},{"key":"87_CR5107","volume-title":"Market analysis and resource management, chapter 3","author":"M Amin","year":"2002","unstructured":"Amin M (2002) Restructuring the electric enterprise: simulating the evolution of the electric power industry with intelligent adaptive agents. In: Faruqui A, Eakin K (eds) Market analysis and resource management, chapter 3. Kluwer Academic Publishers, Boston\/Dordetch\/London"},{"key":"87_CR5108","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/0165-1889(94)90067-1","volume":"18","author":"J Arifovic","year":"1994","unstructured":"Arifovic J (1994) Genetic algorithm learning and the cobweb model. J Econ Dyn Control 18:3\u201328","journal-title":"J Econ Dyn Control"},{"key":"87_CR5109","doi-asserted-by":"publisher","first-page":"510","DOI":"10.1086\/262032","volume":"104","author":"J Arifovic","year":"1996","unstructured":"Arifovic J (1996) The behavior of the exchange rate in the genetic algorithm and experimental economics. J Political Econ 104:510\u2013541","journal-title":"J Political Econ"},{"key":"87_CR5110","first-page":"353","volume":"81","author":"WB Arthur","year":"1991","unstructured":"Arthur WB (1991) Learning and adaptive economic behavior. Designing economic agents that act like human agents: a behavioral approach to bounded rationality. Am Econ Rev 81:353\u2013359","journal-title":"Am Econ Rev"},{"key":"87_CR5111","volume-title":"The economy as an evolving complex system II","author":"WB Arthur","year":"1997","unstructured":"Arthur WB, Holland JH, LeBaron B, Palmer RG, Talyer P (1997) Asset pricing under endogenous expectations in an artificial stock market. In: Brian Arthur W, Durlauf S, Lane D (eds) The economy as an evolving complex system II. Addison-Wesley, Reading"},{"key":"87_CR5112","unstructured":"Axelrod R (1987) The evolution of strategies in the iterated prisoner\u2019s dilemma. Genetic algorithms and simulated annealing of research notes in AI, chapter\u00a03. Pitman\/Morgan Kaufmann, London\/Los Altos, pp\u00a032\u201341"},{"issue":"3","key":"87_CR5113","first-page":"16","volume":"12","author":"R Axelrod","year":"2003","unstructured":"Axelrod R (2003) Advancing the art of simulation in the social sciences. Jpn J Manag Inf Syst, Spec Issue Agent-Based Model 12(3):16\u201322","journal-title":"Jpn J Manag Inf Syst, Spec Issue Agent-Based Model"},{"key":"87_CR5114","doi-asserted-by":"publisher","first-page":"1390","DOI":"10.1126\/science.7466396","volume":"211","author":"R Axelrod","year":"1981","unstructured":"Axelrod R, Hamilton WD (1981) The evolution of cooperation. Science 211:1390\u20131396","journal-title":"Science"},{"key":"87_CR5115","doi-asserted-by":"crossref","unstructured":"Axelrod R, Tesfatsion L (2006) A guide for newcomers to agent-based modeling in the social sciences. In: Judd KL, Tesfatsion L (eds) Handbook of computational economics, volume 2: agent-based computational economics. Handbooks in economics, chapter Appendix A. North-Holland Amsterdam, pp\u00a01647\u20131656","DOI":"10.1016\/S1574-0021(05)02044-7"},{"key":"87_CR5116","unstructured":"Axtell R (2000) Why agents? On the varied motivations for agent computing in the social sciences. Working paper\u00a017, Center on Social and Economic Dynamics"},{"key":"87_CR5117","doi-asserted-by":"crossref","unstructured":"Brenner T (2006) Agent learning representation advice in modelling economic learning. In: Judd KL, Tesfatsion L (eds) Handbook of computational economics, volume 2: agent-based computational economics. Handbooks in economics, chapter\u00a018 North-Holland, pp\u00a0895\u2013948","DOI":"10.1016\/S1574-0021(05)02018-6"},{"key":"87_CR5118","doi-asserted-by":"crossref","unstructured":"Bullard J, Arifovic J, Duffy J (1995) Learning in a model of economic growth and development. Working paper 1995-017A, Federal Reserve Bank Of St. Louis","DOI":"10.20955\/wp.1995.017"},{"key":"87_CR5119","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1023\/A:1008610307810","volume":"13","author":"J Bullard","year":"1999","unstructured":"Bullard J, Duffy J (1999) Using genetic algorithms to model the evolution of heterogeneous beliefs. Comput Econ 13:41\u201360","journal-title":"Comput Econ"},{"issue":"5","key":"87_CR5120","doi-asserted-by":"publisher","first-page":"1153","DOI":"10.1016\/j.ins.2006.08.001","volume":"177","author":"S-H Chen","year":"2007","unstructured":"Chen S-H (2007) Editorial: computationally intelligent agents in economics and finance. Inf Sci 177(5):1153\u20131168","journal-title":"Inf Sci"},{"issue":"2","key":"87_CR5121","doi-asserted-by":"publisher","first-page":"285","DOI":"10.1007\/PL00011644","volume":"2","author":"S-H Chen","year":"2000","unstructured":"Chen S-H, Ni CC (2000) Simulating the ecology of oligopolistic competition with genetic algorithms. Knowl Inf Syst 2(2):285\u2013309","journal-title":"Knowl Inf Syst"},{"key":"87_CR5122","unstructured":"Chen S-H, Yeh C-H (1996) Genetic programming learning in the cobweb model with speculators. In: International computer symposium (ICS\u201996). Proceedings of international conference on artificial intelligence. National Sun Yat-Sen University, Kaohsiung, R.O.C., 19\u201321, pp\u00a039\u201346"},{"key":"87_CR5123","first-page":"61","volume-title":"Evolutionary computation in economics and finance","author":"J Duffy","year":"2001","unstructured":"Duffy J, Engle-Warnick J (2001) Using symbolic regression to infer strategies from experimental data. In: Chen S-H (ed) Evolutionary computation in economics and finance. Physica-Verlag, New York, pp\u00a061\u201382"},{"key":"87_CR5124","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1007\/978-1-4615-5029-7_13","volume-title":"Computational techniques for modelling learning in economics","author":"B Edmonds","year":"1999","unstructured":"Edmonds B (1999) Modelling bounded rationality in agent-based simulations using the evolution of mental models. In: Brenner T (ed) Computational techniques for modelling learning in economics. Kluwer, Boston, pp\u00a0305\u2013332"},{"key":"87_CR5125","unstructured":"Greene WH (2003) Econometric analysis, 5th edn. Prentice Hall, Upper Saddle River, 07456"},{"issue":"3","key":"87_CR5126","first-page":"2","volume":"9","author":"A Heppenstall","year":"2006","unstructured":"Heppenstall A, Evans A, Birkin M (2006) Using hybrid agent-based systems to model spatially-influenced retail markets. J Artif Soc Soc Simul 9(3): 2","journal-title":"J Artif Soc Soc Simul"},{"issue":"5","key":"87_CR5127","doi-asserted-by":"publisher","first-page":"456","DOI":"10.1109\/4235.956710","volume":"5","author":"K Izumi","year":"2001","unstructured":"Izumi K, Ueda K (2001) Phase transition in a foreign exchange market-analysis based on an artificial market approach. IEEE Trans Evol Comput 5(5):456\u2013470","journal-title":"IEEE Trans Evol Comput"},{"key":"87_CR5128","first-page":"7913","volume-title":"Proceedings of the IEEE congress on evolutionary computation","author":"N Jin","year":"2006","unstructured":"Jin N, Tsang EPK (2006) Co-adaptive strategies for sequential bargaining problems with discount factors and outside options. In: Proceedings of the IEEE congress on evolutionary computation, Vancouver. IEEE Press, pp\u00a07913\u20137920"},{"key":"87_CR5129","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1016\/B978-0-08-041050-0.50012-1","volume-title":"Economics and cognitive science","author":"J Koza","year":"1992","unstructured":"Koza J (1992) A genetic approach to econometric modelling. In: Bourgine P, Walliser B (eds) Economics and cognitive science. Pergamon Press, Oxford\/New York, pp\u00a057\u201375"},{"key":"87_CR5130","first-page":"217","volume-title":"Rational choice: the contrast between economics and psychology","author":"RE Lucas","year":"1986","unstructured":"Lucas RE (1986) Adaptive behavior and economic theory. In: Hogarth RM, Reder MW (eds) Rational choice: the contrast between economics and psychology. University of Chicago Press, Chicago\/London, pp\u00a0217\u2013242"},{"key":"87_CR5131","doi-asserted-by":"publisher","first-page":"329","DOI":"10.1016\/0165-1889(90)90025-C","volume":"14","author":"R Marimon","year":"1990","unstructured":"Marimon R, McGrattan E, Sargent TJ (1990) Money as a medium of exchange in an economy with artificially intelligent agents. J Econ Dyn Control 14:329\u2013373","journal-title":"J Econ Dyn Control"},{"key":"87_CR5132","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1109\/TEVC.2008.2011401","volume":"13","author":"S Martinez-Jaramillo","year":"2009","unstructured":"Martinez-Jaramillo S, Tsang EPK (2009) An heterogeneous, endogenous and coevolutionary gp-based financial market. IEEE Trans Evol Comput 13:33\u201355","journal-title":"IEEE Trans Evol Comput"},{"key":"87_CR5133","doi-asserted-by":"publisher","first-page":"155","DOI":"10.2307\/1907266","volume":"18","author":"J Nash","year":"1950","unstructured":"Nash J (1950) The barganing problem. Econometrica 18:155\u2013162","journal-title":"Econometrica"},{"issue":"2","key":"87_CR5134","doi-asserted-by":"publisher","first-page":"103","DOI":"10.1023\/A:1008621308348","volume":"13","author":"R \u00d6stermark","year":"1999","unstructured":"\u00d6stermark R (1999) Solving irregular econometric and mathematical optimization problems with a genetic hybrid algorithm. Comput Econ 13(2):103\u2013115","journal-title":"Comput Econ"},{"key":"87_CR5135","volume-title":"Computational complexity","author":"C Papadimitriou","year":"1994","unstructured":"Papadimitriou C (1994) Computational complexity. Addison-Wesley, Reading"},{"key":"87_CR5136","volume-title":"Models of man: social and rational","author":"HA Simon","year":"1957","unstructured":"Simon HA (1957) Models of man: social and rational. John Wiley and Sons, Inc., New York"},{"key":"87_CR5137","first-page":"8","volume-title":"Game theory and the evolution of fighting","author":"JM Smith","year":"1972","unstructured":"Smith JM (1972) Game theory and the evolution of fighting. Edinburgh University Press, Edinburgh, pp\u00a08\u201328"},{"key":"87_CR5138","doi-asserted-by":"crossref","unstructured":"Tesfatsion L (2006) Agent-based computational economics: a constructive approach to economic theory. In: Judd KL, Tesfatsion L (eds) Handbook of computational economics, volume 2: agent-based computational economics. Volume\u00a02 of handbooks in economics, chapter\u00a016 North-Holland Amsterdam, pp\u00a0831\u2013880","DOI":"10.1016\/S1574-0021(05)02016-2"},{"key":"87_CR5139","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1007\/s11633-008-0063-6","volume":"5","author":"EPK Tsang","year":"2008","unstructured":"Tsang EPK (2008) Computational intelligence determines effective rationality. Int J Autom Comput 5:63\u201366","journal-title":"Int J Autom Comput"},{"key":"87_CR5140","volume-title":"Theory of games and economic behavior","author":"J von Neumann","year":"1944","unstructured":"von Neumann J, Morgenstern O (1944) Theory of games and economic behavior. Princeton University Press, Princeton"},{"key":"87_CR5141","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1007\/BF01298460","volume":"8","author":"NJ Vriend","year":"1995","unstructured":"Vriend NJ (1995) Self-organization of markets: an example of a computational approach. Comput Econ 8: 205\u2013231","journal-title":"Comput Econ"},{"key":"87_CR5142","doi-asserted-by":"crossref","unstructured":"Witt U (2008) Evolutionary economics. In The New Palgrave Dictionary of Economics. Second Edition. Eds. Steven N. Durlauf and Lawrence E. Blume. Palgrave Macmillan, London","DOI":"10.1057\/978-1-349-95121-5_2033-1"},{"key":"87_CR5143","volume-title":"An introduction to multiAgent systems","author":"M Wooldridge","year":"2002","unstructured":"Wooldridge M (2002) An introduction to multiAgent systems. Wiley, Chichester"}],"container-title":["Encyclopedia of Machine Learning and Data Mining"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-1-4899-7687-1_87","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,6,1]],"date-time":"2020-06-01T23:15:42Z","timestamp":1591053342000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-1-4899-7687-1_87"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9781489976857","9781489976871"],"references-count":39,"URL":"https:\/\/doi.org\/10.1007\/978-1-4899-7687-1_87","relation":{},"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"14 April 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}