{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,18]],"date-time":"2025-10-18T10:41:45Z","timestamp":1760784105573},"reference-count":53,"publisher":"Springer Science and Business Media LLC","issue":"10","license":[{"start":{"date-parts":[[2016,3,5]],"date-time":"2016-03-05T00:00:00Z","timestamp":1457136000000},"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":["Soft Comput"],"published-print":{"date-parts":[[2016,10]]},"DOI":"10.1007\/s00500-016-2090-5","type":"journal-article","created":{"date-parts":[[2016,3,5]],"date-time":"2016-03-05T08:55:59Z","timestamp":1457168159000},"page":"3775-3786","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Risk sensitivity and assortment in social dilemmas"],"prefix":"10.1007","volume":"20","author":[{"given":"Michael","family":"Kirley","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Friedrich Burkhard","family":"von der Osten","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,3,5]]},"reference":[{"issue":"04","key":"2090_CR1","doi-asserted-by":"crossref","first-page":"509","DOI":"10.1079\/PNS2002181","volume":"61","author":"M Bateson","year":"2002","unstructured":"Bateson M (2002) Recent advances in our understanding of risk-sensitive foraging preferences. Proc Nutr Soc 61(04):509\u2013516","journal-title":"Proc Nutr Soc"},{"key":"2090_CR2","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1016\/S0065-2660(09)68004-4","volume":"68","author":"AM Bell","year":"2009","unstructured":"Bell AM (2009) Approaching the genomics of risk-taking behavior. Adv Genet 68:83\u2013104","journal-title":"Adv Genet"},{"key":"2090_CR3","doi-asserted-by":"crossref","unstructured":"Boyd R, Richerson PJ (2002) Group beneficial norms can spread rapidly in a structured population. J Theor Biol 215(3):287\u2013296","DOI":"10.1006\/jtbi.2001.2515"},{"issue":"2","key":"2090_CR4","first-page":"141","volume":"10","author":"E Cant\u00fa-Paz","year":"1998","unstructured":"Cant\u00fa-Paz E (1998) A survey of parallel genetic algorithms. Calc Parall\u00e8les R\u00e9seaux Syst R\u00e9partis 10(2):141\u2013171","journal-title":"Calc Parall\u00e8les R\u00e9seaux Syst R\u00e9partis"},{"issue":"8","key":"2090_CR5","doi-asserted-by":"crossref","first-page":"e72427","DOI":"10.1371\/journal.pone.0072427","volume":"8","author":"V Capraro","year":"2013","unstructured":"Capraro V (2013) A model of human cooperation in social dilemmas. PLoS One 8(8):e72427","journal-title":"PLoS One"},{"key":"2090_CR6","doi-asserted-by":"crossref","unstructured":"Capraro V, Jordan JJ, Rand DG (2014) Heuristics guide the implementation of social preferences in one-shot prisoner\u2019s dilemma experiments. Scientific reports, 4. 6790 EP","DOI":"10.1038\/srep06790"},{"key":"2090_CR7","doi-asserted-by":"crossref","first-page":"3915","DOI":"10.1016\/j.physa.2012.03.010","volume":"391","author":"R Chiong","year":"2012","unstructured":"Chiong R, Kirley M (2012) Random mobility and the evolution of cooperation in spatial $$N$$ N -player iterated prisoner\u2019s dilemma games. Phys A Stat Mech Appl 391:3915\u20133923","journal-title":"Phys A Stat Mech Appl"},{"key":"2090_CR8","doi-asserted-by":"crossref","unstructured":"Chiong R, Kirley M (2013) A multi-agent based migration model for evolving cooperation in the spatial $$n$$ n -player snowdrift game. In: PRIMA 2013: principles and practice of multi-agent systems. Springer, New York, pp 70\u201384","DOI":"10.1007\/978-3-642-44927-7_6"},{"key":"2090_CR9","doi-asserted-by":"crossref","first-page":"144","DOI":"10.1016\/j.jtbi.2011.07.030","volume":"299","author":"R Cressman","year":"2012","unstructured":"Cressman R, Song J-W, Zhang B-Y, Tao Y (2012) Cooperation and evolutionary dynamics in the public goods game with institutional incentives. J Theor Biol 299:144\u2013151","journal-title":"J Theor Biol"},{"key":"2090_CR10","doi-asserted-by":"crossref","unstructured":"Doebeli M, Dieckmann U, Hordijk L (2004) Adaptive dynamics of speciation: spatial structure. Adapt Speciat 140\u2013167","DOI":"10.1017\/CBO9781139342179.008"},{"key":"2090_CR11","doi-asserted-by":"crossref","unstructured":"Fletcher JA, Zwick M (2007) The evolution of altruism: game theory in multilevel selection and inclusive fitness. J Theor Biol 245(1):26\u201336","DOI":"10.1016\/j.jtbi.2006.09.030"},{"key":"2090_CR12","doi-asserted-by":"crossref","first-page":"637","DOI":"10.1007\/s10955-012-0631-6","volume":"3\u20134","author":"F Fu","year":"2013","unstructured":"Fu F, Nowak MA (2013) Global migration can lead to stronger spatial selection than local migration. J Stat Phys 3\u20134:637\u2013653","journal-title":"J Stat Phys"},{"issue":"1\u20132","key":"2090_CR13","first-page":"58","volume":"371","author":"F Feng","year":"2007","unstructured":"Feng F, Chen X, Liu L, Wang L (2007) Social dilemmas in an online social network: the structure and evolution of cooperation. Phys Lett A 371(1\u20132):58\u201364","journal-title":"Phys Lett A"},{"issue":"1683","key":"2090_CR14","doi-asserted-by":"crossref","first-page":"20150016","DOI":"10.1098\/rstb.2015.0016","volume":"370","author":"S Gavrilets","year":"2015","unstructured":"Gavrilets S (2015) Collective action problem in heterogeneous groups. Philos Trans R Soc B 370(1683):20150016","journal-title":"Philos Trans R Soc B"},{"key":"2090_CR15","unstructured":"Gintis H (2000) Game theory evolving: a problem-centered introduction to modeling strategic behavior. Princeton University Press, Princeton"},{"key":"2090_CR16","doi-asserted-by":"crossref","unstructured":"Hamilton WD (1964) The genetical evolution of social behaviour. II. J Theor Biol 7(1):17\u201352","DOI":"10.1016\/0022-5193(64)90039-6"},{"issue":"3859","key":"2090_CR17","doi-asserted-by":"crossref","first-page":"1243","DOI":"10.1126\/science.162.3859.1243","volume":"162","author":"G Hardin","year":"1968","unstructured":"Hardin G (1968) The tragedy of the commons. Science 162(3859):1243\u20131248","journal-title":"Science"},{"key":"2090_CR18","doi-asserted-by":"crossref","unstructured":"Hauert C (2006) Cooperation, collectives formation and specialization. Adv Complex Syst 09(04):315\u2013335 (ISSN 0219-5259)","DOI":"10.1142\/S0219525906000847"},{"key":"2090_CR19","doi-asserted-by":"crossref","unstructured":"Hauert C, Chen Y-T, Imhof LA (2014) Fixation times in deme structured, finite populations with rare migration. J Stat Phys 156(4):739\u2013759","DOI":"10.1007\/s10955-014-1022-y"},{"key":"2090_CR20","doi-asserted-by":"crossref","first-page":"3680","DOI":"10.1073\/pnas.0811503106","volume":"106","author":"D Helbing","year":"2009","unstructured":"Helbing D, Yu W (2009) The outbreak of cooperation among success-driven individuals under noisy conditions. Proc Natl Acad Sci USA 106:3680\u20133685","journal-title":"Proc Natl Acad Sci USA"},{"key":"2090_CR21","doi-asserted-by":"crossref","unstructured":"Hintze A, Olson RS, Adami C, Hertwig R (2015) Risk sensitivity as an evolutionary adaptation. Sci Rep 5","DOI":"10.1038\/srep08242"},{"key":"2090_CR22","doi-asserted-by":"crossref","unstructured":"Janssen M, Goldstone R (2006) Dynamic-persistence of cooperation in public good games when group size is dynamic. J Theor Biol 243(1):134\u2013142","DOI":"10.1016\/j.jtbi.2006.06.012"},{"issue":"3","key":"2090_CR23","doi-asserted-by":"crossref","first-page":"036108","DOI":"10.1103\/PhysRevE.81.036108","volume":"81","author":"L-L Jiang","year":"2010","unstructured":"Jiang L-L, Wang W-X, Lai Y-C, Wang B-H (2010) Role of adaptive migration in promoting cooperation in spatial games. Phys Rev E 81(3):036108","journal-title":"Phys Rev E"},{"key":"2090_CR24","doi-asserted-by":"crossref","unstructured":"Kahneman D, Tversky A (1979) Prospect theory: an analysis of decision under risk. Econ J Econ Soc 263\u2013291","DOI":"10.2307\/1914185"},{"issue":"3","key":"2090_CR25","doi-asserted-by":"crossref","first-page":"368","DOI":"10.1016\/j.joep.2008.12.003","volume":"30","author":"K Kanagaretnam","year":"2009","unstructured":"Kanagaretnam K, Mestelman S, Nainar K, Shehata M (2009) The impact of social value orientation and risk attitudes on trust and reciprocity. J Econ Psychol 30(3):368\u2013380","journal-title":"J Econ Psychol"},{"issue":"1593","key":"2090_CR26","doi-asserted-by":"crossref","first-page":"1477","DOI":"10.1098\/rspb.2006.3476","volume":"273","author":"T Killingback","year":"2006","unstructured":"Killingback T, Bieri J, Flatt T (2006) Evolution in group-structured populations can resolve the tragedy of the commons. Proc R Soc Lond B Biol Sci 273(1593):1477\u20131481","journal-title":"Proc R Soc Lond B Biol Sci"},{"key":"2090_CR27","doi-asserted-by":"crossref","unstructured":"Kirley M, von der Osten FB (2014) Adaptive risk aversion in social dilemmas. In: Simulated evolution and learning. Springer, New York, pp 443\u2013454","DOI":"10.1007\/978-3-319-13563-2_38"},{"issue":"2","key":"2090_CR28","doi-asserted-by":"crossref","first-page":"206","DOI":"10.1086\/427090","volume":"165","author":"J-F Galliard Le","year":"2005","unstructured":"Le Galliard J-F, Ferriere R, Dieckmann U (2005) Adaptive evolution of social traits: origin, trajectories, and correlations of altruism and mobility. Am Nat 165(2):206\u2013224","journal-title":"Am Nat"},{"key":"2090_CR29","doi-asserted-by":"crossref","unstructured":"Macy MW (1995) Pavlov and the evolution of cooperation: an experimental test. Soc Psychol Q 74\u201387","DOI":"10.2307\/2787147"},{"key":"2090_CR30","doi-asserted-by":"crossref","unstructured":"Nowak M (2006) Five rules for the evolution of cooperation. Science 314(5805):1560\u20131563","DOI":"10.1126\/science.1133755"},{"key":"2090_CR31","doi-asserted-by":"crossref","unstructured":"Nowak M (2012) Evolving cooperation. J Theor Biol 299:1\u20138 (ISSN 1095-8541)","DOI":"10.1016\/j.jtbi.2012.01.014"},{"key":"2090_CR32","unstructured":"Olson M (1971) The logic of collective action. Cambridge, USA"},{"key":"2090_CR33","unstructured":"Parks CD (2004) Risk preference as a predictor of cooperation in a social dilemma. In: Contemporary psychological research on social dilemmas, pp 58\u201370"},{"issue":"3","key":"2090_CR34","doi-asserted-by":"crossref","first-page":"623","DOI":"10.1111\/j.1558-5646.2011.01504.x","volume":"66","author":"J Pena","year":"2012","unstructured":"Pena J (2012) Group-size diversity in public goods games. Evolution 66(3):623\u2013636","journal-title":"Evolution"},{"key":"2090_CR35","doi-asserted-by":"crossref","unstructured":"Pepper JW, Smuts BB (2002) A mechanism for the evolution of altruism among nonkin: positive assortment through environmental feedback. Am Nat 160(2):205\u2013213","DOI":"10.1086\/341018"},{"key":"2090_CR36","doi-asserted-by":"crossref","unstructured":"Perc M, G\u00f3mez-Garde\u00f1es J, Szolnoki A, Flor\u00eda LM, Moreno Y (2013) Evolutionary dynamics of group interactions on structured populations: a review. J R Soc Interface10(80)","DOI":"10.1098\/rsif.2012.0997"},{"issue":"2","key":"2090_CR37","doi-asserted-by":"crossref","first-page":"381","DOI":"10.1016\/j.physa.2012.09.004","volume":"392","author":"J Pfau","year":"2013","unstructured":"Pfau J, Kirley M, Kashima Y (2013) The co-evolution of cultures, social network communities, and agent locations in an extension of Axelrod\u2019s model of cultural dissemination. Phys A Stat Mech Appl 392(2):381\u2013391","journal-title":"Phys A Stat Mech Appl"},{"key":"2090_CR38","doi-asserted-by":"crossref","unstructured":"Pichugin Y, Gokhale CS, Garcia J, Traulsen A, Rainey PB (2015) Modes of migration and multilevel selection in evolutionary multiplayer games. J Theor Biol 387:144\u2013153","DOI":"10.1016\/j.jtbi.2015.09.027"},{"issue":"1625","key":"2090_CR39","doi-asserted-by":"crossref","first-page":"2639","DOI":"10.1098\/rspb.2007.0673","volume":"274","author":"T Sasaki","year":"2007","unstructured":"Sasaki T, Okada I, Unemi T (2007) Probabilistic participation in public goods games. Proc R Soc B Biol Sci 274(1625):2639\u20132642","journal-title":"Proc R Soc B Biol Sci"},{"issue":"4","key":"2090_CR40","doi-asserted-by":"crossref","first-page":"465","DOI":"10.1006\/jtbi.2000.2130","volume":"206","author":"G Sella","year":"2000","unstructured":"Sella G, Lachmann M (2000) On the dynamic persistence of cooperation: how lower individual fitness induces higher survivability. J Theor Biol 206(4):465\u2013485","journal-title":"J Theor Biol"},{"key":"2090_CR41","doi-asserted-by":"crossref","unstructured":"Shank DB, Kashima Y, Saber S, Gale T, Kirley M (2015) Dilemma of dilemmas: how collective and individual perspectives can clarify the size dilemma in voluntary linear public goods dilemmas. PloS One 10(3)","DOI":"10.1371\/journal.pone.0120379"},{"key":"2090_CR42","doi-asserted-by":"crossref","unstructured":"Smaldino PE, Lubell M (2011) An institutional mechanism for assortment in an ecology of games. PLoS One 6(8):e23019","DOI":"10.1371\/journal.pone.0023019"},{"key":"2090_CR43","doi-asserted-by":"crossref","unstructured":"Stern MD (2010) Patrimony and the evolution of risk-taking. PloS One 5(7):e11656","DOI":"10.1371\/journal.pone.0011656"},{"issue":"11","key":"2090_CR44","doi-asserted-by":"crossref","first-page":"118101","DOI":"10.1103\/PhysRevLett.89.118101","volume":"89","author":"G Szab\u00f3","year":"2002","unstructured":"Szab\u00f3 G, Hauert C (2002) Phase transitions and volunteering in spatial public goods games. Phys Rev Lett 89(11):118101","journal-title":"Phys Rev Lett"},{"issue":"3","key":"2090_CR45","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1140\/epjb\/e2008-00470-8","volume":"67","author":"A Szolnoki","year":"2009","unstructured":"Szolnoki A (2009) Promoting cooperation in social dilemmas via simple coevolutionary rules. Eur Phys J B Condens Matter Complex Syst 67(3):337\u2013344","journal-title":"Eur Phys J B Condens Matter Complex Syst"},{"issue":"4","key":"2090_CR46","doi-asserted-by":"crossref","first-page":"047102","DOI":"10.1103\/PhysRevE.84.047102","volume":"84","author":"A Szolnoki","year":"2011","unstructured":"Szolnoki A, Perc M (2011) Group-size effects on the evolution of cooperation in the spatial public goods game. Phys Rev E 84(4):047102","journal-title":"Phys Rev E"},{"key":"2090_CR47","doi-asserted-by":"crossref","unstructured":"Traulsen A, Nowak MA (2006) Evolution of cooperation by multilevel selection. Proc Natl Acad Sci 103(29):10952\u201310955","DOI":"10.1073\/pnas.0602530103"},{"key":"2090_CR48","doi-asserted-by":"crossref","unstructured":"Vainstein MH, Silva ATC, Arenzon JJ (2007) Does mobility decrease cooperation? J Theor Biol 244(4):722\u2013728","DOI":"10.1016\/j.jtbi.2006.09.012"},{"key":"2090_CR49","unstructured":"Van Assen M, Snijders C (2004) Effects of risk preferences in social dilemmas: a game-theoretical analysis and evidence from two experiments. In: Contemporary psychological research on social dilemmas, pp 38\u201365"},{"key":"2090_CR50","doi-asserted-by":"crossref","unstructured":"West SA, Griffin AS, Gardner A (2007) Social semantics: altruism, cooperation, mutualism, strong reciprocity and group selection. J Evolut Biol 20(2):415\u2013432","DOI":"10.1111\/j.1420-9101.2006.01258.x"},{"key":"2090_CR51","doi-asserted-by":"crossref","unstructured":"Wilson DS, Dugatkin LA (1997) Group selection and assortative interactions. Am Nat 336\u2013351","DOI":"10.1086\/285993"},{"issue":"6","key":"2090_CR52","doi-asserted-by":"crossref","first-page":"065101","DOI":"10.1103\/PhysRevE.81.065101","volume":"81","author":"H-X Yang","year":"2010","unstructured":"Yang H-X, Wu Z-X, Wang B-H (2010) Role of aspiration-induced migration in cooperation. Phys Rev E 81(6):065101","journal-title":"Phys Rev E"},{"key":"2090_CR53","doi-asserted-by":"crossref","unstructured":"Zeng W, Li M, Chen F, Nan G (2016) Risk consideration and cooperation in the iterated prisoner\u2019s dilemma. Soft Comput 20(2):567\u2013587","DOI":"10.1007\/s00500-014-1523-2"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-016-2090-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00500-016-2090-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-016-2090-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-016-2090-5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,5]],"date-time":"2019-09-05T07:43:51Z","timestamp":1567669431000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00500-016-2090-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,3,5]]},"references-count":53,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2016,10]]}},"alternative-id":["2090"],"URL":"https:\/\/doi.org\/10.1007\/s00500-016-2090-5","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"value":"1432-7643","type":"print"},{"value":"1433-7479","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,3,5]]}}}