{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,18]],"date-time":"2025-05-18T06:20:58Z","timestamp":1747549258326},"publisher-location":"Berlin, Heidelberg","reference-count":13,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540627883"},{"type":"electronic","value":"9783540685180"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[1997]]},"DOI":"10.1007\/bfb0014807","type":"book-chapter","created":{"date-parts":[[2005,11,23]],"date-time":"2005-11-23T08:34:11Z","timestamp":1132734851000},"page":"137-147","source":"Crossref","is-referenced-by-count":14,"title":["Modeling speculators with genetic programming"],"prefix":"10.1007","author":[{"given":"Shu-Heng","family":"Chen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chia-Hsuan","family":"Yeh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2005,6,9]]},"reference":[{"issue":"No.1","key":"12_CR1","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), \u201cGenetic Algorithms Learning and the Cobweb Model,\u201d Journal of Economic Dynamics and Control, Vol. 18, No. 1. pp. 3\u201328.","journal-title":"Journal of Economic Dynamics and Control"},{"key":"12_CR2","unstructured":"Arthur, B. (1992), \u201cOn Learning and Adaptation in the Economy,\u201d Working Paper 92-07-038, SFI Economics Research Program."},{"key":"12_CR3","doi-asserted-by":"publisher","first-page":"219","DOI":"10.1007\/BF00382867","volume":"6","author":"S. Borna","year":"1987","unstructured":"Borna, S. and J. Lowry (1987), \u201cGambling and Speculation,\u201d Journal of Business Ethics, Vol. 6, pp. 219\u2013224.","journal-title":"Journal of Business Ethics"},{"key":"12_CR4","first-page":"443","volume-title":"Advances in Genetic Programming 2","author":"S.-H. Chen","year":"1996","unstructured":"Chen, S.-H. and C.-H. Yeh (1996), \u201cGenetic Programming Learning and the Cobweb Model,\u201d in Angeline, P. and K. E. Kinnear, Jr. (eds.) Advances in Genetic Programming 2, MIT Press, Cambridge, MA. Chapter 22. pp. 443\u2013466."},{"key":"12_CR5","unstructured":"Chen, S.-H., C.-H. Yeh and W.-C. Chang, (1996), \u201cModeling Speculators with Genetic Programming,\u201d Working Paper Series #9611, Department of Economics, National Chengchi University."},{"key":"12_CR6","volume-title":"Proceedings of the Fifth Annual Conference on Evolutionary Programming (EP'96)","author":"S.-H. Chen","year":"1996","unstructured":"Chen, S.-H., J. Duffy and C.-H. Yeh (1996), in P. Angeline, T. Back, and D. Fogel (eds.) Proceedings of the Fifth Annual Conference on Evolutionary Programming (EP'96), MIT Press, Cambridge, MA."},{"key":"12_CR7","doi-asserted-by":"crossref","unstructured":"Even, R. and B. Mishra (1996), \u201cCAFE: A Complex Adaptive Financial Environment,\u201d in Proceedings of the IEEE\/IAFE 1996 Conference on Computational Intelligence for Financial Engineering, IEEE Press, pp.20\u201325.","DOI":"10.1109\/CIFER.1996.501818"},{"key":"12_CR8","doi-asserted-by":"crossref","unstructured":"Marengo, L. and H. Tordjman (1996), \u201cSpeculation, Heterogeneity and Learning: A Simulation Model of Exchange Rate Dynamics,\u201d paper presented at the Second International Conference on Computing in Economics and Finance, Geneva, Switzerland, June 26\u201328, 1996.","DOI":"10.1111\/j.1467-6435.1996.tb01403.x"},{"key":"12_CR9","doi-asserted-by":"crossref","first-page":"315","DOI":"10.2307\/1909635","volume":"29","author":"J. F. Muth","year":"1961","unstructured":"Muth, J. F. (1961), \u201cRational Expectations and the Theory of Price Movements,\u201d Econometrica, 29, pp. 315\u2013335.","journal-title":"Econometrica"},{"key":"12_CR10","unstructured":"Palmer, R. G., W. B. Arther, J. H. Holland, B. LeBaron and P. Tayler (1993), \u201cArtificial Economic Life: A Simple Model of a Stock Market,\u201d Santa Fe Institute Working Paper 93."},{"issue":"No.5","key":"12_CR11","doi-asserted-by":"crossref","first-page":"1119","DOI":"10.2307\/1911361","volume":"56","author":"V. L. Smith","year":"1988","unstructured":"Smith, V. L., G. L. Suchanek, and A. W. Williams (1988), \u201cBubbles, Crashes, and Endogenous Expectations in Experimental Spot Asset Markets,\u201d Econometrica, Vol. 56, No. 5. pp. 1119\u20131151.","journal-title":"Econometrica"},{"key":"12_CR12","doi-asserted-by":"crossref","first-page":"1163","DOI":"10.2307\/1911868","volume":"50","author":"J. Tirole","year":"1982","unstructured":"Tirole, J. (1982), \u201cOn the Possibility of Speculation Under Rational Expectations,\u201d Econometrica, 50. pp. 1163\u20131181.","journal-title":"Econometrica"},{"key":"12_CR13","volume-title":"Discussion Paper 89-15","author":"C. P. Wellford","year":"1989","unstructured":"Wellford, C. P. (1989), \u201cA Laboratory Analysis of Price Dynamics and Expectations in the Cobweb Model,\u201d Discussion Paper 89-15, University of Arizona, Tucson, AZ."}],"container-title":["Lecture Notes in Computer Science","Evolutionary Programming VI"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/BFb0014807","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,2,5]],"date-time":"2019-02-05T14:49:32Z","timestamp":1549378172000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/BFb0014807"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1997]]},"ISBN":["9783540627883","9783540685180"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/bfb0014807","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[1997]]}}}