{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,21]],"date-time":"2026-06-21T00:49:57Z","timestamp":1782002997288,"version":"3.54.5"},"publisher-location":"Cham","reference-count":12,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783031087530","type":"print"},{"value":"9783031087547","type":"electronic"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-031-08754-7_65","type":"book-chapter","created":{"date-parts":[[2022,6,21]],"date-time":"2022-06-21T03:06:09Z","timestamp":1655780769000},"page":"610-623","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Competition and Cooperation Mechanisms for Collective Behavior in Large Multi-agent Systems"],"prefix":"10.1007","author":[{"given":"Franciszek","family":"Seredy\u0144ski","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7847-7955","authenticated-orcid":false,"given":"Tomasz","family":"Kulpa","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1307-4290","authenticated-orcid":false,"given":"Rolf","family":"Hoffmann","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2022,6,15]]},"reference":[{"key":"65_CR1","doi-asserted-by":"publisher","first-page":"493","DOI":"10.4149\/cai_2017_3_493","volume":"36","author":"E Fern\u00e1ndez Domingos","year":"2017","unstructured":"Fern\u00e1ndez Domingos, E., et al.: Emerging cooperation in N-person iterated prisoner\u2019s dilemma over dynamic complex networks. Comput. Inform. 36, 493\u2013516 (2017)","journal-title":"Comput. Inform."},{"key":"65_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"449","DOI":"10.1007\/978-3-030-22741-8_32","volume-title":"Computational Science \u2013 ICCS 2019","author":"J G\u0105sior","year":"2019","unstructured":"G\u0105sior, J., Seredy\u0144ski, F.: Security-aware distributed job scheduling in cloud computing systems: a game-theoretic cellular automata-based approach. In: Rodrigues, J.M.F., et al. (eds.) ICCS 2019. LNCS, vol. 11537, pp. 449\u2013462. Springer, Cham (2019). https:\/\/doi.org\/10.1007\/978-3-030-22741-8_32"},{"key":"65_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1007\/978-3-540-79992-4_8","volume-title":"Cellular Automata","author":"Y Katsumata","year":"2008","unstructured":"Katsumata, Y., Ishida, Y.: On a membrane formation in a spatio-temporally generalized prisoner\u2019s dilemma. In: Umeo, H., Morishita, S., Nishinari, K., Komatsuzaki, T., Bandini, S. (eds.) ACRI 2008. LNCS, vol. 5191, pp. 60\u201366. Springer, Heidelberg (2008). https:\/\/doi.org\/10.1007\/978-3-540-79992-4_8"},{"key":"65_CR4","doi-asserted-by":"publisher","first-page":"20170662","DOI":"10.1098\/rsif.2017.0662","volume":"14","author":"Y Khaluf","year":"2017","unstructured":"Khaluf, Y., Ferrante, E., Simoens, P., Huepe, C.: Scale invariance in natural and artificial collective systems: a review. J. R. Soc. Interface 14, 20170662 (2017)","journal-title":"J. R. Soc. Interface"},{"key":"65_CR5","doi-asserted-by":"publisher","first-page":"826","DOI":"10.1038\/359826a0","volume":"359","author":"MA Nowak","year":"1992","unstructured":"Nowak, M.A., May, R.M.: Evolutionary games and spatial chaos. Nature 359, 826 (1992)","journal-title":"Nature"},{"key":"65_CR6","volume-title":"An Introduction to Game Theory","author":"M Osborne","year":"2009","unstructured":"Osborne, M.: An Introduction to Game Theory. Oxford Univ. Press, New York (2009)"},{"key":"65_CR7","doi-asserted-by":"publisher","unstructured":"Peleteiro, A., Burguillo, J.C., Bazzan, A.L.: Emerging cooperation in the spatial IPD with reinforcement learning and coalitions. In: Bouvry, P., Gonz\u00e1lez-V\u00e9lez, H., Ko\u0142odziej, J. (eds.) Intelligent Decision Systems in Large-Scale Distributed Environments. Studies in Computational Intelligence, vol. 362, pp. 187\u2013206. Springer, Cham (2011). https:\/\/doi.org\/10.1007\/978-3-642-21271-0_9","DOI":"10.1007\/978-3-642-21271-0_9"},{"issue":"1","key":"65_CR8","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1006\/jpdc.1997.1394","volume":"47","author":"F Seredy\u0144ski","year":"1997","unstructured":"Seredy\u0144ski, F.: Competitive coevolutionary multi-agent systems: the application to mapping and scheduling problems. J. Parallel Distrib. Comput. 47(1), 39\u201357 (1997)","journal-title":"J. Parallel Distrib. Comput."},{"key":"65_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"125","DOI":"10.1007\/978-3-319-99813-8_11","volume-title":"Cellular Automata","author":"J G\u0105sior","year":"2018","unstructured":"G\u0105sior, J., Seredy\u0144ski, F., Hoffmann, R.: Towards self-organizing sensor networks: game-theoretic $$\\epsilon $$-learning automata-based approach. In: Mauri, G., El Yacoubi, S., Dennunzio, A., Nishinari, K., Manzoni, L. (eds.) ACRI 2018. LNCS, vol. 11115, pp. 125\u2013136. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-99813-8_11"},{"key":"65_CR10","doi-asserted-by":"publisher","unstructured":"Seredy\u0144ski, F., G\u0105sior, J., Hoffmann, R.: The second order CA-based multiagent systems with income sharing. In: Gwizda\u0142\u0142a, T.M., Manzoni, L., Sirakoulis, G.C., Bandini, S., Podlaski, K. (eds.) Cellular Automata. ACRI 2020, vol. 12599, pp. 134\u2013145. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-69480-7_14","DOI":"10.1007\/978-3-030-69480-7_14"},{"key":"65_CR11","unstructured":"Wolfram, S.: A New Kind of Science. Wolfram Media (2002)"},{"key":"65_CR12","doi-asserted-by":"crossref","unstructured":"\u00d6stberg, P., Byrne, J., et al.: Reliable capacity provisioning for distributed cloud\/edge\/fog computing applications. In: 2017 European Conference on Networks and Communications (EuCNC), pp. 1\u20136, June 2017","DOI":"10.1109\/EuCNC.2017.7980667"}],"container-title":["Lecture Notes in Computer Science","Computational Science \u2013 ICCS 2022"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-08754-7_65","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,21]],"date-time":"2026-06-21T00:06:22Z","timestamp":1782000382000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-08754-7_65"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031087530","9783031087547"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-08754-7_65","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"15 June 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICCS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Science","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"London","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Kingdom","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 June 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 June 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccs-computsci2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.iccs-meeting.org\/iccs2022\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"474","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"175","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"78","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"37% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2.8","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}