{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T00:16:01Z","timestamp":1743034561740,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":36,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783662586105"},{"type":"electronic","value":"9783662586112"}],"license":[{"start":{"date-parts":[[2018,12,19]],"date-time":"2018-12-19T00:00:00Z","timestamp":1545177600000},"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":[[2019]]},"DOI":"10.1007\/978-3-662-58611-2_4","type":"book-chapter","created":{"date-parts":[[2018,12,18]],"date-time":"2018-12-18T17:14:15Z","timestamp":1545153255000},"page":"167-183","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Towards Large-Scale Optimization of Iterated Prisoner Dilemma Strategies"],"prefix":"10.1007","author":[{"given":"Gra\u017cyna","family":"Starzec","sequence":"first","affiliation":[]},{"given":"Mateusz","family":"Starzec","sequence":"additional","affiliation":[]},{"given":"Aleksander","family":"Byrski","sequence":"additional","affiliation":[]},{"given":"Marek","family":"Kisiel-Dorohinicki","sequence":"additional","affiliation":[]},{"given":"Juan C.","family":"Burguillo","sequence":"additional","affiliation":[]},{"given":"Tom","family":"Lenaerts","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,12,19]]},"reference":[{"key":"4_CR1","volume-title":"The Evolution of Cooperation","author":"R Axelrod","year":"2006","unstructured":"Axelrod, R.: The Evolution of Cooperation. Basic Books, New York (2006)"},{"key":"4_CR2","doi-asserted-by":"crossref","unstructured":"Rapoport, A., Chammah, A.M.: Prisoner\u2019s Dilemma: A Study in Conflict and Cooperation. University of Michigan Press (1965)","DOI":"10.3998\/mpub.20269"},{"issue":"2","key":"4_CR3","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1016\/0022-2496(78)90030-5","volume":"17","author":"A Roth","year":"1978","unstructured":"Roth, A., Murnighan, J.: Equilibrium behavior and repeated play of the prisoner\u2019s dilemma. J. Math. Psychol. 17(2), 189\u2013198 (1978)","journal-title":"J. Math. Psychol."},{"key":"4_CR4","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1162\/evco.1993.1.1.77","volume":"1","author":"D Fogel","year":"1993","unstructured":"Fogel, D.: Evolving behaviors in the iterated prisoner\u2019s dilemma. Evol. Comput. 1, 77\u201397 (1993)","journal-title":"Evol. Comput."},{"key":"4_CR5","volume-title":"The Iterated Prisoners\u2019 Dilemma: 20 Years on","author":"G Kendall","year":"2006","unstructured":"Kendall, G., Yao, X., Chong, S.: The Iterated Prisoners\u2019 Dilemma: 20 Years on. World Scientific, Singapore (2006)"},{"issue":"25","key":"4_CR6","doi-asserted-by":"publisher","first-page":"9929","DOI":"10.1073\/pnas.1206694109","volume":"109","author":"M Veelen Van","year":"2012","unstructured":"Van Veelen, M., Garcia, J., Rand, D., Nowak, M.: Direct reciprocity in structured populations. Proc. Natl. Acad. Sci. 109(25), 9929\u20139934 (2012)","journal-title":"Proc. Natl. Acad. Sci."},{"key":"4_CR7","unstructured":"Peleteiro, A., Burguillo, J.C., Chong, S.Y.: Exploring indirect reciprocity in complex networks using coalitions and rewiring. In: Proceedings of the 2014 International Conference on Autonomous Agents and Multi-agent Systems, AAMAS 2014, Richland, SC, pp. 669\u2013676. International Foundation for Autonomous Agents and Multiagent Systems (2014)"},{"key":"4_CR8","doi-asserted-by":"publisher","first-page":"1175","DOI":"10.1007\/s10458-016-9336-6","volume":"30","author":"M Wellman","year":"2016","unstructured":"Wellman, M.: Putting the agent in agent-based modeling. Auton. Agent. Multi-Agent Syst. 30, 1175\u20131189 (2016)","journal-title":"Auton. Agent. Multi-Agent Syst."},{"key":"4_CR9","unstructured":"Wiedenbeck, B., Wellman, M.: Scaling simulation-based game analysis through deviation- preserving reduction. In: Proceedings of 11th International Conference on Autonomous Agents and Multi-Agent Systems. ACM (2012)"},{"key":"4_CR10","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1007\/978-3-642-28888-3_3","volume-title":"Advances in Intelligent Modelling and Simulation: Simulation Tools and Applications","author":"L Faber","year":"2012","unstructured":"Faber, L., Pietak, K., Byrski, A., Kisiel-Dorohinicki, M.: Agent-based simulation in AgE framework. In: Byrski, A., Oplatkov\u00e1, Z., Carvalho, M., Kisiel-Dorohinicki, M. (eds.) Advances in Intelligent Modelling and Simulation: Simulation Tools and Applications, vol. 416, pp. 55\u201383. Springer, Heidelberg (2012). https:\/\/doi.org\/10.1007\/978-3-642-28888-3_3"},{"key":"4_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"646","DOI":"10.1007\/978-3-540-24688-6_84","volume-title":"Computational Science - ICCS 2004","author":"M Kisiel-Dorohinicki","year":"2004","unstructured":"Kisiel-Dorohinicki, M.: Agent-based models and platforms for parallel evolutionary algorithms. In: Bubak, M., van Albada, G.D., Sloot, P.M.A., Dongarra, J. (eds.) ICCS 2004. LNCS, vol. 3038, pp. 646\u2013653. Springer, Heidelberg (2004). https:\/\/doi.org\/10.1007\/978-3-540-24688-6_84"},{"key":"4_CR12","unstructured":"Hewitt, C., Bishop, P., Steiger, R.: A universal modular actor formalism for artificial intelligence. In: Proceedings of the 3rd International Joint Conference on Artificial Intelligence. IJCAI 1973, San Francisco, CA, USA, pp. 235\u2013245. Morgan Kaufmann Publishers Inc. (1973)"},{"key":"4_CR13","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/1086.001.0001","volume-title":"Actors: A Model of Concurrent Computation in Distributed Systems","author":"G Agha","year":"1986","unstructured":"Agha, G.: Actors: A Model of Concurrent Computation in Distributed Systems. MIT Press, Cambridge (1986)"},{"issue":"2","key":"4_CR14","doi-asserted-by":"publisher","first-page":"202","DOI":"10.1016\/j.tcs.2008.09.019","volume":"410","author":"P Haller","year":"2009","unstructured":"Haller, P., Odersky, M.: Scala actors: unifying thread-based and event-based programming. Theoret. Comput. Sci. 410(2), 202\u2013220 (2009)","journal-title":"Theoret. Comput. Sci."},{"issue":"1","key":"4_CR15","doi-asserted-by":"publisher","first-page":"44","DOI":"10.1016\/j.socnet.2009.02.004","volume":"32","author":"TA Snijders","year":"2010","unstructured":"Snijders, T.A., van de Bunt, G.G., Steglich, C.E.: Introduction to stochastic actor-based models for network dynamics. Soc. Netw. 32(1), 44\u201360 (2010). Dynamics of Social Networks","journal-title":"Soc. Netw."},{"key":"4_CR16","unstructured":"Esposito, A., Loia, V.: Integrating concurrency control and distributed data into workflow frameworks: an actor model perspective. In: 2000 IEEE International Conference on Systems, Man, and Cybernetics, vol. 3, pp. 2110\u20132114 (2000)"},{"key":"4_CR17","doi-asserted-by":"publisher","first-page":"75","DOI":"10.1016\/j.simpat.2017.12.010","volume":"83","author":"G Skiba","year":"2018","unstructured":"Skiba, G., et al.: Flexible asynchronous simulation of iterated prisoner\u2019s dilemma based on actor model. Simul. Model. Pract. Theory 83, 75\u201392 (2018)","journal-title":"Simul. Model. Pract. Theory"},{"key":"4_CR18","doi-asserted-by":"publisher","first-page":"325","DOI":"10.1016\/j.engappai.2015.07.009","volume":"45","author":"A Peleteiro","year":"2015","unstructured":"Peleteiro, A., Burguillo, J.C., Luck, M., Arcos, J.L., Rod\u00edgruez-Aguilar, J.A.: Using reputation and adaptive coalitions to support collaboration in competitive environments. Eng. Appl. Artif. Intell. 45, 325\u2013338 (2015)","journal-title":"Eng. Appl. Artif. Intell."},{"key":"4_CR19","doi-asserted-by":"crossref","unstructured":"Peleteiro, A., Burguillo, J.C., Bazzan, A.L.C.: How coalitions enhance cooperation in the IPD over complex networks. In: 2012 Third Brazilian Workshop on Social Simulation, pp. 68\u201374, October 2012","DOI":"10.1109\/BWSS.2012.20"},{"issue":"1","key":"4_CR20","doi-asserted-by":"publisher","first-page":"1:1","DOI":"10.1145\/2567928","volume":"9","author":"A Peleteiro","year":"2014","unstructured":"Peleteiro, A., Burguillo, J.C., Arcos, J.L., Rodriguez-Aguilar, J.A.: Fostering cooperation through dynamic coalition formation and partner switching. ACM Trans. Auton. Adapt. Syst. 9(1), 1:1\u20131:31 (2014)","journal-title":"ACM Trans. Auton. Adapt. Syst."},{"key":"4_CR21","doi-asserted-by":"publisher","first-page":"7716","DOI":"10.1073\/pnas.90.16.7716","volume":"90","author":"B Huberman","year":"1993","unstructured":"Huberman, B., Glance, N.: Evolutionary games and computer simulations. Proc. Natl. Acad. Sci. USA 90, 7716\u20137718 (1993)","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"4_CR22","unstructured":"Grilo, C., Correia, L.: What makes spatial prisoner\u2019s dilemma game sensitive to asynchronism? In: Proceedings of 11th International Conference on the Simulation and Synthesis of Living Systems, Alife XI. MIT (2008)"},{"key":"4_CR23","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"362","DOI":"10.1007\/978-3-540-69134-1_36","volume-title":"From Animals to Animats 10","author":"C Grilo","year":"2008","unstructured":"Grilo, C., Correia, L.: The influence of asynchronous dynamics in the spatial prisoner\u2019s dilemma game. In: Asada, M., Hallam, J.C.T., Meyer, J.-A., Tani, J. (eds.) SAB 2008. LNCS (LNAI), vol. 5040, pp. 362\u2013371. Springer, Heidelberg (2008). https:\/\/doi.org\/10.1007\/978-3-540-69134-1_36"},{"issue":"2","key":"4_CR24","doi-asserted-by":"publisher","first-page":"175","DOI":"10.1177\/1059712309104313","volume":"17","author":"D Newth","year":"2009","unstructured":"Newth, D.: Asynchronous iterated prisoner\u2019s dilemma. Adapt. Behav. 17(2), 175\u2013183 (2009)","journal-title":"Adapt. Behav."},{"issue":"2","key":"4_CR25","doi-asserted-by":"publisher","first-page":"120","DOI":"10.1016\/j.biosystems.2008.09.003","volume":"95","author":"D Newth","year":"2009","unstructured":"Newth, D., Cornforth, D.: Asynchronous spatial evolutionary games. Biosystems 95(2), 120\u2013129 (2009)","journal-title":"Biosystems"},{"key":"4_CR26","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1016\/j.cosrev.2017.03.001","volume":"24","author":"S Abar","year":"2017","unstructured":"Abar, S., Theodoropoulos, G.K., Lemarinier, P., O\u2019Hare, G.M.: Agent based modelling and simulation tools: a review of the state-of-art software. Comput. Sci. Rev. 24, 13\u201333 (2017)","journal-title":"Comput. Sci. Rev."},{"issue":"10","key":"4_CR27","doi-asserted-by":"publisher","first-page":"1215","DOI":"10.1177\/0037549712462620","volume":"89","author":"N Collier","year":"2013","unstructured":"Collier, N., North, M.: Parallel agent-based simulation with repast for high performance computing. Simulation 89(10), 1215\u20131235 (2013)","journal-title":"Simulation"},{"key":"4_CR28","doi-asserted-by":"crossref","unstructured":"Coakley, S., Gheorghe, M., Holcombe, M., Chin, S., Worth, D., Greenough, C.: Exploitation of high performance computing in the flame agent-based simulation framework. In: 2012 IEEE 14th International Conference on High Performance Computing and Communication and 2012 IEEE 9th International Conference on Embedded Software and Systems, pp. 538\u2013545, June 2012","DOI":"10.1109\/HPCC.2012.79"},{"key":"4_CR29","doi-asserted-by":"publisher","first-page":"671","DOI":"10.1016\/j.procs.2013.05.231","volume":"18","author":"V Suryanarayanan","year":"2013","unstructured":"Suryanarayanan, V., Theodoropoulos, G., Lees, M.: PDES-MAS: distributed simulation of multi-agent systems. Procedia Comput. Sci. 18, 671\u2013681 (2013)","journal-title":"Procedia Comput. Sci."},{"key":"4_CR30","doi-asserted-by":"crossref","unstructured":"Wittek, P., Rubio-Campillo, X.: Scalable agent-based modelling with cloud HPC resources for social simulations. In: 4th IEEE International Conference on Cloud Computing Technology and Science Proceedings, pp. 355\u2013362, December 2012","DOI":"10.1109\/CloudCom.2012.6427498"},{"key":"4_CR31","volume-title":"Effective Akka","author":"J Allen","year":"2013","unstructured":"Allen, J.: Effective Akka. O\u2019Reilly Media, Sebastopol (2013)"},{"key":"4_CR32","doi-asserted-by":"crossref","unstructured":"Piccolo, E., Squillero, G.: Adaptive opponent modelling for the iterated prisoner\u2019s dilemma. In: 2011 IEEE Congress of Evolutionary Computation (CEC), pp. 836\u2013841, June 2011","DOI":"10.1109\/CEC.2011.5949705"},{"issue":"4","key":"4_CR33","doi-asserted-by":"publisher","first-page":"267","DOI":"10.1007\/s11576-006-0058-2","volume":"48","author":"O Hein","year":"2006","unstructured":"Hein, O., Schwind, M., K\u00f6nig, W.: Scale-free networks. Wirtschaftsinformatik 48(4), 267\u2013275 (2006)","journal-title":"Wirtschaftsinformatik"},{"key":"4_CR34","volume-title":"The Evolution of Cooperation","author":"R Axelrod","year":"1984","unstructured":"Axelrod, R., Axelrod, R.M.: The Evolution of Cooperation, vol. 5145. Basic Books, New York (1984)"},{"issue":"6117","key":"4_CR35","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1038\/327058a0","volume":"327","author":"R Boyd","year":"1987","unstructured":"Boyd, R., Lorberbaum, J.P.: No pure strategy is evolutionarily stable in the repeated prisoner\u2019s dilemma game. Nature 327(6117), 58\u201359 (1987)","journal-title":"Nature"},{"issue":"1","key":"4_CR36","doi-asserted-by":"publisher","first-page":"1","DOI":"10.2307\/2296617","volume":"38","author":"JW Friedman","year":"1971","unstructured":"Friedman, J.W.: A non-cooperative equilibrium for supergames. Rev. Econ. Stud. 38(1), 1\u201312 (1971)","journal-title":"Rev. Econ. Stud."}],"container-title":["Lecture Notes in Computer Science","Transactions on Computational Collective Intelligence XXXII"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-662-58611-2_4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,18]],"date-time":"2020-11-18T04:16:43Z","timestamp":1605673003000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-662-58611-2_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12,19]]},"ISBN":["9783662586105","9783662586112"],"references-count":36,"URL":"https:\/\/doi.org\/10.1007\/978-3-662-58611-2_4","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018,12,19]]},"assertion":[{"value":"19 December 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}