{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,16]],"date-time":"2026-01-16T08:45:48Z","timestamp":1768553148625,"version":"3.49.0"},"publisher-location":"Berlin, Heidelberg","reference-count":34,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540287407","type":"print"},{"value":"9783540287414","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2005]]},"DOI":"10.1007\/11550648_7","type":"book-chapter","created":{"date-parts":[[2005,11,13]],"date-time":"2005-11-13T04:54:39Z","timestamp":1131857679000},"page":"71-81","source":"Crossref","is-referenced-by-count":2,"title":["Modeling Minority Games with BDI Agents \u2013 A Case Study"],"prefix":"10.1007","author":[{"given":"Wolfgang","family":"Renz","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jan","family":"Sudeikat","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"7_CR1","unstructured":"Russell, S.J., Norvig, P.: Artificial Intelligence: A Modern Approach. Series in Articial Intelligence, No.\u00a00-13-103805-2. Prentice Hall, Englewood Cliffs (1995)"},{"key":"7_CR2","first-page":"406","volume":"84","author":"W.B. Arthur","year":"1994","unstructured":"Arthur, W.B.: Inductive reasoning and bounded rationality. American Economic Review\u00a084, 406\u2013411 (1994), available at, http:\/\/ideas.repec.org\/a\/aea\/aecrev\/v84y1994i2p406-11.html","journal-title":"American Economic Review"},{"key":"7_CR3","doi-asserted-by":"publisher","first-page":"407","DOI":"10.1016\/S0378-4371(97)00419-6","volume":"246","author":"D. Challet","year":"1997","unstructured":"Challet, D., Zhang, Y.C.: Emergence of cooperation and organization in an evolutionary game. Physica A\u00a0246, 407 (1997)","journal-title":"Physica A"},{"key":"7_CR4","doi-asserted-by":"publisher","first-page":"484","DOI":"10.1016\/S0378-4371(03)00626-5","volume":"329","author":"R. Metzler","year":"2003","unstructured":"Metzler, R., Horn, C.: Evolutionary minority games: the benefits of imitation. Physica A\u00a0329, 484\u2013498 (2003)","journal-title":"Physica A"},{"key":"7_CR5","doi-asserted-by":"publisher","first-page":"3360","DOI":"10.1103\/PhysRevLett.82.3360","volume":"82","author":"N. Johnson","year":"1999","unstructured":"Johnson, N., Hui, P., Jonson, R., Lo, T.: Self-organized segregation within an evolving population. Physical Review Letters\u00a082, 3360 (1999)","journal-title":"Physical Review Letters"},{"key":"7_CR6","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1016\/S0378-4371(01)00303-X","volume":"299","author":"G. Reents","year":"2001","unstructured":"Reents, G., Metzler, R., Kinzel, W.: A stochastic strategy for the minority game. Physica A\u00a0299, 253\u2013261 (2001)","journal-title":"Physica A"},{"key":"7_CR7","unstructured":"Challet, D., Marsili, M., Zhang, Y.C.: Minority Games - Interacting agents in financial markets. Oxford Finance Series, No.\u00a00-19-856640-9. Oxford University Press, Oxford (2004)"},{"key":"7_CR8","doi-asserted-by":"crossref","unstructured":"Challet, D.: Competition between adaptive agents: from learning to collective efficiency and back. In: chapter to appear in Collectives and the design of complex systems. cond-mat\/0210319. Springer, Heidelberg (2003)","DOI":"10.1007\/978-1-4419-8909-3_5"},{"key":"7_CR9","unstructured":"Shalizi, C.R.: Methods and techniques of complex systems science: An overview. Nonlinear Sciences, nlin.AO\/0307015 (2003)"},{"key":"7_CR10","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1007\/10692956_2","volume-title":"Multi-Agent Systems and Agent-Based Simulation","author":"H.V.D. Parunak","year":"1998","unstructured":"Parunak, H.V.D., Savit, R., Riolo, R.L.: Agent-based modeling vs. equation-based modeling: A case study and users\u2019 guide. In: Sichman, J.S., Conte, R., Gilbert, N. (eds.) MABS 1998. LNCS (LNAI), vol.\u00a01534, pp. 10\u201325. Springer, Heidelberg (1998)"},{"key":"7_CR11","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/3-540-36483-8_1","volume-title":"Multi-Agent-Based Simulation II","author":"A. Drogoul","year":"2003","unstructured":"Drogoul, A., Vanbergue, D., Meurisse, T.: Multi-agent based simulation: Where are the agents? In: Sichman, J.S., Bousquet, F., Davidsson, P. (eds.) MABS 2002. LNCS (LNAI), vol.\u00a02581, pp. 1\u201315. Springer, Heidelberg (2003)"},{"key":"7_CR12","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1016\/S0004-3702(99)00107-1","volume":"117","author":"N.R. Jennings","year":"2000","unstructured":"Jennings, N.R.: On agent-based software engineering. Artif. Intell.\u00a0117, 277\u2013296 (2000)","journal-title":"Artif. Intell."},{"issue":"4","key":"7_CR13","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1145\/367211.367250","volume":"44","author":"N.R. Jennings","year":"2001","unstructured":"Jennings, N.R.: Building complex, distributed systems: the case for an agent-based approach. Comms. of the ACM\u00a044 (4), 35\u201341 (2001)","journal-title":"Comms. of the ACM"},{"key":"7_CR14","unstructured":"Rao, A.S., Georgeff, M.P.: BDI-agents: from theory to practice. In: Proceedings of the First Intl. Conference on Multiagent Systems, San Francisco (1995)"},{"issue":"4","key":"7_CR15","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1017\/S026988890100025X","volume":"16","author":"G. Wei\u00df","year":"2002","unstructured":"Wei\u00df, G.: Agent orientation in software engineering. Knowledge Engineering Review\u00a016(4), 349\u2013373 (2002)","journal-title":"Knowledge Engineering Review"},{"key":"7_CR16","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"126","DOI":"10.1007\/978-3-540-30578-1_9","volume-title":"Agent-Oriented Software Engineering V","author":"J. Sudeikat","year":"2005","unstructured":"Sudeikat, J., Braubach, L., Pokahr, A., Lamersdorf, W.: Evaluation of agent - oriented software methodologies - examination of the gap between modeling and platform. In: Odell, J.J., Giorgini, P., M\u00fcller, J.P. (eds.) AOSE 2004. LNCS, vol.\u00a03382, pp. 126\u2013141. Springer, Heidelberg (2005)"},{"key":"7_CR17","unstructured":"Luck, M., Preist, P.M.C.: Agent Technology: Enabling Next Generation Computing. Agentlink II (2003) ISBN 0854 327886"},{"key":"7_CR18","unstructured":"Parunak, H.V.D., Brueckner, S., Savit, R.: Universality in multi-agent systems. In: AAMAS 2004: Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, pp. 930\u2013937. IEEE Computer Society, Los Alamitos (2004)"},{"key":"7_CR19","unstructured":"Georgeff, M.P., Lansky, A.L.: Reactive reasoning and planning: an experiment with a mobile robot. In: Proceedings of the 1987 National Conference on Artificial Intelligence (AAAI 1987), Seattle, Washington, pp. 677\u2013682 (1987)"},{"key":"7_CR20","volume-title":"Intentions, Plans, and Practical Reason","author":"M.E. Bratman","year":"1987","unstructured":"Bratman, M.E.: Intentions, Plans, and Practical Reason. Harvard Univ. Press, Cambridge (1987)"},{"key":"7_CR21","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1007\/BFb0031845","volume-title":"Agents Breaking Away","author":"A.S. Rao","year":"1996","unstructured":"Rao, A.S.: Agentspeak(l): Bdi agents speak out in a logical computable language. In: Perram, J., Van de Velde, W. (eds.) MAAMAW 1996. LNCS, vol.\u00a01038, pp. 42\u201355. Springer, Heidelberg (1996)"},{"key":"7_CR22","doi-asserted-by":"crossref","unstructured":"Braubach, L., Pokahr, A., Lamersdorf, W., Moldt, D.: Goal representation for bdi agent systems. In: Bordini, R.H., Dastani, M., Dix, J., Fallah-Seghrouchni, A.E. (eds.) Second International Workshop on Programming Multiagent Systems: Languages and Tools, pp. 9\u201320 (2004)","DOI":"10.1007\/978-3-540-32260-3_3"},{"key":"7_CR23","unstructured":"Braubach, L., Pokahr, A., Lamersdorf, W.: Jadex: A short overview. In: Main Conference Net.ObjectDays 2004, pp. 195\u2013207 (2004)"},{"key":"7_CR24","first-page":"76","volume":"3","author":"A. Pokahr","year":"2003","unstructured":"Pokahr, A., Braubach, L., Lamersdorf, W.: Jadex: Implementing a bdi-infrastructure for jade agents. EXP - in search of innovation (Special Issue on JADE)\u00a03, 76\u201385 (2003)","journal-title":"EXP - in search of innovation (Special Issue on JADE)"},{"key":"7_CR25","unstructured":"Bellifemine, F., Rimassa, G., Poggi, A.: Jade \u2013 a fipa-compliant agent framework. In: 4th International Conference on the Practical Applications of Agents and Multi-Agent Systems (PAAM 1999), London, UK, pp. 97\u2013108 (1999)"},{"key":"7_CR26","unstructured":"van Lamsweerde, A.: Goal-oriented requirements engineering: A guided tour. In: Proc. RE 2001 - Int. Joint Conference on Requirements Engineering (2001)"},{"key":"7_CR27","doi-asserted-by":"crossref","unstructured":"Cavagna, A.: Irrelevance of memory in the minority game. Phys. Rev. E 59 (1999)","DOI":"10.1103\/PhysRevE.59.R3783"},{"key":"7_CR28","unstructured":"Burgos, E., Ceva, H.: Self organization in a minority game: the role of memory and a probabilistic approach. In: cond-mat\/0003179 (2000)"},{"key":"7_CR29","unstructured":"Xie, Y., Wang, B.H., Hu, C., Zhou, T.: Global Optimization of Minority Game by Smart Agents. ArXiv Condensed Matter e-prints (2004)"},{"key":"7_CR30","doi-asserted-by":"crossref","unstructured":"Zhong, L.X., Zheng, D.F., Zheng, B., Hui, P.: Effects of contrarians in the minority game. In: cond-mat\/0412524 (2004)","DOI":"10.1103\/PhysRevE.72.026134"},{"key":"7_CR31","doi-asserted-by":"crossref","first-page":"284","DOI":"10.1016\/S0378-4371(99)00446-X","volume":"276","author":"D. Challet","year":"2000","unstructured":"Challet, D., Marsili, M., Zhang, Y.C.: Modeling market mechanism with minority game. Physica A\u00a0276, 284 (2000) (preprint cond-mat\/9909265)","journal-title":"Physica A"},{"key":"7_CR32","doi-asserted-by":"crossref","unstructured":"Zhang, Y.C.: Toward a theory of marginally efficient markets. Physica A\u00a0269, 30 (1999) (eprint arXiv:cond-mat\/9901243)","DOI":"10.1016\/S0378-4371(99)00077-1"},{"key":"7_CR33","volume-title":"Proc. of the Fourth Int. Conf. on Multi-Agent Systems (ICMAS 2000)","author":"A.L. Bazzan","year":"2000","unstructured":"Bazzan, A.L., Bordini, R.H., Andrioti, G.K., Vicari, R.M.: Wayward agents in a commuting scenario (personalities in the minority game). In: Proc. of the Fourth Int. Conf. on Multi-Agent Systems (ICMAS 2000), Boston, IEEE Computer Science, Los Alamitos (2000)"},{"key":"7_CR34","doi-asserted-by":"crossref","unstructured":"Wooldridge, M., Jennings, N.: Software engineering with agents: Pitfalls and pratfalls. IEEE Internet Computing\u00a03 (1999)","DOI":"10.1109\/4236.769419"}],"container-title":["Lecture Notes in Computer Science","Multiagent System Technologies"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11550648_7.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,17]],"date-time":"2020-11-17T19:42:05Z","timestamp":1605642125000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11550648_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2005]]},"ISBN":["9783540287407","9783540287414"],"references-count":34,"URL":"https:\/\/doi.org\/10.1007\/11550648_7","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2005]]}}}