{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,27]],"date-time":"2026-05-27T17:49:06Z","timestamp":1779904146334,"version":"3.53.1"},"reference-count":37,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2023,11,23]],"date-time":"2023-11-23T00:00:00Z","timestamp":1700697600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,11,23]],"date-time":"2023-11-23T00:00:00Z","timestamp":1700697600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"name":"Petchra Pra Jom Klao research scholarship Ph.D. program, King Mongkut\u2019s University of Technology Thonburi"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Netw Syst Manage"],"published-print":{"date-parts":[[2024,1]]},"DOI":"10.1007\/s10922-023-09787-4","type":"journal-article","created":{"date-parts":[[2023,11,23]],"date-time":"2023-11-23T03:01:46Z","timestamp":1700708506000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Genetic Algorithm for Multi-hop VANET Clustering Based on Coalitional Game"],"prefix":"10.1007","volume":"32","author":[{"given":"Siwapon","family":"Charoenchai","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peerapon","family":"Siripongwutikorn","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2023,11,23]]},"reference":[{"issue":"4","key":"9787_CR1","doi-asserted-by":"publisher","first-page":"1909","DOI":"10.1109\/COMST.2014.2320091","volume":"16","author":"S Dietzel","year":"2014","unstructured":"Dietzel, S., Petit, J., Kargl, F., Scheuermann, B.: In-network aggregation for vehicular ad hoc networks. IEEE Commun. Surv. Tutor. 16(4), 1909\u20131932 (2014). https:\/\/doi.org\/10.1109\/COMST.2014.2320091","journal-title":"IEEE Commun. Surv. Tutor."},{"issue":"3","key":"9787_CR2","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1007\/s10922-021-09600-0","volume":"29","author":"CM Silva","year":"2021","unstructured":"Silva, C.M., Souza, F.S.H., Pitsillides, A., Guidoni, D.L.: Solutions for the deployment of communication roadside infrastructure for streaming delivery in vehicular networks. J. Netw. Syst. Manag. 29(3), 32 (2021). https:\/\/doi.org\/10.1007\/s10922-021-09600-0","journal-title":"J. Netw. Syst. Manag."},{"issue":"3","key":"9787_CR3","doi-asserted-by":"publisher","first-page":"663","DOI":"10.1007\/s10922-017-9439-7","volume":"26","author":"EM Salvador","year":"2018","unstructured":"Salvador, E.M., Macedo, D.F., Nogueira, J.M.S.: He-man: Hierarchical management for vehicular delay-tolerant networks. J. Netw. Syst. Manage. 26(3), 663\u2013685 (2018). https:\/\/doi.org\/10.1007\/s10922-017-9439-7","journal-title":"J. Netw. Syst. Manage."},{"issue":"1","key":"9787_CR4","doi-asserted-by":"publisher","first-page":"90","DOI":"10.1109\/TITS.2004.842407","volume":"6","author":"L Wischhof","year":"2005","unstructured":"Wischhof, L., Ebner, A., Rohling, H.: Information dissemination in self-organizing intervehicle networks. IEEE Trans. Intell. Transp. Syst. 6(1), 90\u2013101 (2005). https:\/\/doi.org\/10.1109\/TITS.2004.842407","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"key":"9787_CR5","doi-asserted-by":"publisher","unstructured":"Cuckov, F., Song, M.: Geocast-driven structureless information dissemination scheme for vehicular ad hoc networks. In: 2010 IEEE Fifth International Conference on Networking, Architecture, and Storage, pp. 325\u2013332 (2010). https:\/\/doi.org\/10.1109\/NAS.2010.51","DOI":"10.1109\/NAS.2010.51"},{"key":"9787_CR6","doi-asserted-by":"publisher","first-page":"88","DOI":"10.1016\/j.vehcom.2018.01.009","volume":"12","author":"S Latif","year":"2018","unstructured":"Latif, S., Mahfooz, S., Jan, B., Ahmad, N., Cao, Y., Asif, M.: A comparative study of scenario-driven multi-hop broadcast protocols for vanets. Veh. Commun. 12, 88\u2013109 (2018). https:\/\/doi.org\/10.1016\/j.vehcom.2018.01.009","journal-title":"Veh. Commun."},{"key":"9787_CR7","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1007\/11561354_5","volume-title":"Ad-Hoc, Mobile, and Wireless Networks","author":"P Fan","year":"2005","unstructured":"Fan, P., Haran, J.G., Dillenburg, J., Nelson, P.C.: Cluster-based framework in vehicular ad-hoc networks. In: Syrotiuk, V.R., Ch\u00e1vez, E. (eds.) Ad-Hoc, Mobile, and Wireless Networks, pp. 32\u201342. Springer, Berlin (2005)"},{"issue":"3","key":"9787_CR8","doi-asserted-by":"publisher","first-page":"255","DOI":"10.1007\/BF01200845","volume":"1","author":"M Gerla","year":"1995","unstructured":"Gerla, M., Tzu-Chieh Tsai, J.: Multicluster, mobile, multimedia radio network. Wireless Netw. 1(3), 255\u2013265 (1995). https:\/\/doi.org\/10.1007\/BF01200845","journal-title":"Wireless Netw."},{"key":"9787_CR9","doi-asserted-by":"publisher","unstructured":"Basu, P., Khan, N., Little, T.D.C.: A mobility based metric for clustering in mobile ad hoc networks. In: Proceedings 21st International Conference on Distributed Computing Systems Workshops, pp. 413\u2013418 (2001). https:\/\/doi.org\/10.1109\/CDCS.2001.918738","DOI":"10.1109\/CDCS.2001.918738"},{"key":"9787_CR10","doi-asserted-by":"publisher","unstructured":"Souza, E., Nikolaidis, I., Gburzynski, P.: A new aggregate local mobility (alm) clustering algorithm for vanets. In: 2010 IEEE International Conference on Communications, pp. 1\u20135 (2010). https:\/\/doi.org\/10.1109\/ICC.2010.5501789","DOI":"10.1109\/ICC.2010.5501789"},{"issue":"1","key":"9787_CR11","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1186\/1687-1499-2012-15","volume":"2012","author":"ZY Rawashdeh","year":"2012","unstructured":"Rawashdeh, Z.Y., Mahmud, S.M.: A novel algorithm to form stable clusters in vehicular ad hoc networks on highways. EURASIP J. Wirel. Commun. Netw. 2012(1), 15 (2012). https:\/\/doi.org\/10.1186\/1687-1499-2012-15","journal-title":"EURASIP J. Wirel. Commun. Netw."},{"key":"9787_CR12","doi-asserted-by":"publisher","unstructured":"Shea, C., Hassanabadi, B., Valaee, S.: Mobility-based clustering in vanets using affinity propagation. In: GLOBECOM 2009 - 2009 IEEE Global Telecommunications Conference, pp. 1\u20136 (2009). https:\/\/doi.org\/10.1109\/GLOCOM.2009.5425236","DOI":"10.1109\/GLOCOM.2009.5425236"},{"issue":"1","key":"9787_CR13","doi-asserted-by":"publisher","first-page":"207","DOI":"10.1016\/j.jnca.2010.07.016","volume":"34","author":"A Daeinabi","year":"2011","unstructured":"Daeinabi, A., Pour Rahbar, A.G., Khademzadeh, A.: Vwca: an efficient clustering algorithm in vehicular ad hoc networks. J. Netw. Comput. Appl. 34(1), 207\u2013222 (2011). https:\/\/doi.org\/10.1016\/j.jnca.2010.07.016","journal-title":"J. Netw. Comput. Appl."},{"key":"9787_CR14","doi-asserted-by":"publisher","first-page":"14624","DOI":"10.1109\/ACCESS.2022.3147498","volume":"10","author":"MM Hamdi","year":"2022","unstructured":"Hamdi, M.M., Audah, L., Rashid, S.A.: Data dissemination in VANETS using clustering and probabilistic forwarding based on adaptive jumping multi-objective firefly optimization. IEEE Access 10, 14624\u201314642 (2022). https:\/\/doi.org\/10.1109\/ACCESS.2022.3147498","journal-title":"IEEE Access"},{"issue":"4","key":"9787_CR15","doi-asserted-by":"publisher","first-page":"2621","DOI":"10.1109\/TVT.2015.2421277","volume":"65","author":"S Ucar","year":"2016","unstructured":"Ucar, S., Ergen, S.C., Ozkasap, O.: Multihop-cluster-based JEEE 802.11p and lTE hybrid architecture for VANET safety message dissemination. IEEE Trans. Veh. Technol. 65(4), 2621\u20132636 (2016). https:\/\/doi.org\/10.1109\/TVT.2015.2421277","journal-title":"IEEE Trans. Veh. Technol."},{"issue":"1","key":"9787_CR16","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1186\/s13638-015-0327-0","volume":"2015","author":"Y Chen","year":"2015","unstructured":"Chen, Y., Fang, M., Shi, S., Guo, W., Zheng, X.: Distributed multi-hop clustering algorithm for VANETS based on neighborhood follow. EURASIP J. Wirel. Commun. Netw. 2015(1), 98 (2015). https:\/\/doi.org\/10.1186\/s13638-015-0327-0","journal-title":"EURASIP J. Wirel. Commun. Netw."},{"issue":"1","key":"9787_CR17","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1007\/s11276-021-02822-9","volume":"28","author":"A Katiyar","year":"2022","unstructured":"Katiyar, A., Singh, D., Yadav, R.S.: Advanced multi-hop clustering (AMC) in vehicular ad-hoc network. Wireless Netw. 28(1), 45\u201368 (2022). https:\/\/doi.org\/10.1007\/s11276-021-02822-9","journal-title":"Wireless Netw."},{"key":"9787_CR18","doi-asserted-by":"publisher","first-page":"148","DOI":"10.1049\/iet-its:20070052","volume":"3","author":"RT Goonewardene","year":"2009","unstructured":"Goonewardene, R.T., Ali, F.H., Stipidis, E.: Robust mobility adaptive clustering scheme with support for geographic routing for vehicular ad hoc networks. IET Intel. Transport Syst. 3, 148\u201315810 (2009)","journal-title":"IET Intel. Transport Syst."},{"key":"9787_CR19","doi-asserted-by":"publisher","unstructured":"Bononi, L., di Felice, M.: A cross layered mac and clustering scheme for efficient broadcast in vanets. In: 2007 IEEE International Conference on Mobile Adhoc and Sensor Systems, pp. 1\u20138 (2007). https:\/\/doi.org\/10.1109\/MOBHOC.2007.4428735","DOI":"10.1109\/MOBHOC.2007.4428735"},{"key":"9787_CR20","doi-asserted-by":"publisher","unstructured":"Santos, R.A., Edwards, R.M., Edwards, A.: Cluster-based location routing algorithm for inter-vehicle communication. In: IEEE 60th Vehicular Technology Conference, 2004. VTC2004-Fall. 2004, vol. 2, pp. 914\u20139182 (2004). https:\/\/doi.org\/10.1109\/VETECF.2004.1400154","DOI":"10.1109\/VETECF.2004.1400154"},{"key":"9787_CR21","doi-asserted-by":"publisher","unstructured":"Basagni, S.: Distributed clustering for ad hoc networks. In: Proceedings Fourth International Symposium on Parallel Architectures, Algorithms, and Networks (I-SPAN\u201999), pp. 310\u2013315 (1999). https:\/\/doi.org\/10.1109\/ISPAN.1999.778957","DOI":"10.1109\/ISPAN.1999.778957"},{"issue":"1","key":"9787_CR22","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1007\/s10922-016-9379-7","volume":"25","author":"X Yuan","year":"2017","unstructured":"Yuan, X., Elhoseny, M., El-Minir, H.K., Riad, A.M.: A genetic algorithm-based, dynamic clustering method towards improved WSN longevity. J. Netw. Syst. Manage. 25(1), 21\u201346 (2017). https:\/\/doi.org\/10.1007\/s10922-016-9379-7","journal-title":"J. Netw. Syst. Manage."},{"key":"9787_CR23","doi-asserted-by":"publisher","unstructured":"Hadded, M., Zagrouba, R., Laouiti, A., Muhlethaler, P., Saidane, L.A.: A multi-objective genetic algorithm-based adaptive weighted clustering protocol in vanet. In: 2015 IEEE Congress on Evolutionary Computation (CEC), pp. 994\u20131002 (2015). https:\/\/doi.org\/10.1109\/CEC.2015.7256998","DOI":"10.1109\/CEC.2015.7256998"},{"key":"9787_CR24","doi-asserted-by":"publisher","unstructured":"Goswami, V., Verma, S.K., Singh, V.: A novel hybrid ga-aco based clustering algorithm for vanet. In: 2017 3rd International Conference on Advances in Computing,Communication & Automation (ICACCA) (Fall), pp. 1\u20136 (2017). https:\/\/doi.org\/10.1109\/ICACCAF.2017.8344740","DOI":"10.1109\/ICACCAF.2017.8344740"},{"issue":"3","key":"9787_CR25","doi-asserted-by":"publisher","first-page":"433","DOI":"10.1007\/s11235-018-0513-6","volume":"71","author":"R Hajlaoui","year":"2019","unstructured":"Hajlaoui, R., Alsolami, E., Moulahi, T., Guyennet, H.: Construction of a stable vehicular ad hoc network based on hybrid genetic algorithm. Telecommun. Syst. 71(3), 433\u2013445 (2019). https:\/\/doi.org\/10.1007\/s11235-018-0513-6","journal-title":"Telecommun. Syst."},{"issue":"2","key":"9787_CR26","doi-asserted-by":"publisher","first-page":"532","DOI":"10.1007\/s12083-019-00724-4","volume":"13","author":"M Ahmad","year":"2020","unstructured":"Ahmad, M., Ikram, A.A., Wahid, I., Ullah, F., Ahmad, A., Alam Khan, F.: Optimized clustering in vehicular ad hoc networks based on honey bee and genetic algorithm for internet of things. Peer-to-Peer Netw. Appl. 13(2), 532\u2013547 (2020). https:\/\/doi.org\/10.1007\/s12083-019-00724-4","journal-title":"Peer-to-Peer Netw. Appl."},{"key":"9787_CR27","doi-asserted-by":"publisher","first-page":"188","DOI":"10.1017\/CBO9780511895043","volume-title":"Game Theory in Wireless and Communication Networks: Theory, Models, and Applications","author":"Z Han","year":"2011","unstructured":"Han, Z., Niyato, D., Saad, W., Ba\u015far, T., Hj\u00f8rungnes, A.: Game Theory in Wireless and Communication Networks: Theory, Models, and Applications, p. 188. Cambridge University Press, Cambridge (2011). https:\/\/doi.org\/10.1017\/CBO9780511895043"},{"issue":"5","key":"9787_CR28","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1109\/MSP.2009.000000","volume":"26","author":"W Saad","year":"2009","unstructured":"Saad, W., Han, Z., Debbah, M., Hjorungnes, A., Basar, T.: Coalitional game theory for communication networks. IEEE Signal Process. Mag. 26(5), 77\u201397 (2009). https:\/\/doi.org\/10.1109\/MSP.2009.000000","journal-title":"IEEE Signal Process. Mag."},{"issue":"5","key":"9787_CR29","doi-asserted-by":"publisher","first-page":"840","DOI":"10.1109\/TMC.2012.46","volume":"12","author":"K Akkarajitsakul","year":"2013","unstructured":"Akkarajitsakul, K., Hossain, E., Niyato, D.: Cooperative packet delivery in hybrid wireless mobile networks: a coalitional game approach. IEEE Trans. Mob. Comput. 12(5), 840\u2013854 (2013). https:\/\/doi.org\/10.1109\/TMC.2012.46","journal-title":"IEEE Trans. Mob. Comput."},{"key":"9787_CR30","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3069463","author":"P Hang","year":"2021","unstructured":"Hang, P., Lv, C., Huang, C., Xing, Y., Hu, Z.: Cooperative decision making of connected automated vehicles at multi-lane merging zone: a coalitional game approach. IEEE Trans. Intell.Trans. Syst. (2021). https:\/\/doi.org\/10.1109\/TITS.2021.3069463","journal-title":"IEEE Trans. Intell.Trans. Syst."},{"issue":"3","key":"9787_CR31","doi-asserted-by":"publisher","first-page":"225","DOI":"10.1287\/moor.2.3.225","volume":"2","author":"R Myerson","year":"1977","unstructured":"Myerson, R.: Graphs and cooperation in games. Math. Oper. Res. 2(3), 225\u2013229 (1977)","journal-title":"Math. Oper. Res."},{"key":"9787_CR32","doi-asserted-by":"publisher","unstructured":"Zhai, L., Ji, H., Li, X., Tang, Y.: Coalition graph game for joint relay selection and resource allocation in cooperative cognitive radio networks. In: 2012 IEEE Global Communications Conference (GLOBECOM), pp. 1818\u20131823 (2012). https:\/\/doi.org\/10.1109\/GLOCOM.2012.6503379","DOI":"10.1109\/GLOCOM.2012.6503379"},{"issue":"8","key":"9787_CR33","doi-asserted-by":"publisher","first-page":"4010","DOI":"10.1109\/TVT.2013.2245353","volume":"62","author":"T Wang","year":"2013","unstructured":"Wang, T., Song, L., Han, Z.: Coalitional graph games for popular content distribution in cognitive radio VANETS. IEEE Trans. Veh. Technol. 62(8), 4010\u20134019 (2013). https:\/\/doi.org\/10.1109\/TVT.2013.2245353","journal-title":"IEEE Trans. Veh. Technol."},{"issue":"12","key":"9787_CR34","doi-asserted-by":"publisher","first-page":"2811","DOI":"10.1109\/TMC.2018.2883312","volume":"18","author":"C Chen","year":"2019","unstructured":"Chen, C., Hu, J., Qiu, T., Atiquzzaman, M., Ren, Z.: Cvcg: cooperative v2v-aided transmission scheme based on coalitional game for popular content distribution in vehicular ad-hoc networks. IEEE Trans. Mob. Comput. 18(12), 2811\u20132828 (2019). https:\/\/doi.org\/10.1109\/TMC.2018.2883312","journal-title":"IEEE Trans. Mob. Comput."},{"issue":"1","key":"9787_CR35","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1186\/s13638-022-02149-9","volume":"2022","author":"S Charoenchai","year":"2022","unstructured":"Charoenchai, S., Siripongwutikorn, P.: Coalitional graph game for area maximization of multi-hop clustering in vehicular ad hoc networks. EURASIP J. Wirel. Commun. Netw. 2022(1), 67 (2022). https:\/\/doi.org\/10.1186\/s13638-022-02149-9","journal-title":"EURASIP J. Wirel. Commun. Netw."},{"issue":"2","key":"9787_CR36","doi-asserted-by":"publisher","first-page":"388","DOI":"10.1109\/18.825799","volume":"46","author":"P Gupta","year":"2000","unstructured":"Gupta, P., Kumar, P.R.: The capacity of wireless networks. IEEE Trans. Inf. Theory 46(2), 388\u2013404 (2000). https:\/\/doi.org\/10.1109\/18.825799","journal-title":"IEEE Trans. Inf. Theory"},{"key":"9787_CR37","doi-asserted-by":"publisher","DOI":"10.3390\/electronics8030340","author":"W Liu","year":"2019","unstructured":"Liu, W., He, X., Huang, Z., Ji, Y.: Transmission capacity characterization in VANETS with enhanced distributed channel access. Electronics (2019). https:\/\/doi.org\/10.3390\/electronics8030340","journal-title":"Electronics"}],"container-title":["Journal of Network and Systems Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10922-023-09787-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10922-023-09787-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10922-023-09787-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,27]],"date-time":"2024-01-27T04:36:23Z","timestamp":1706330183000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10922-023-09787-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11,23]]},"references-count":37,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2024,1]]}},"alternative-id":["9787"],"URL":"https:\/\/doi.org\/10.1007\/s10922-023-09787-4","relation":{},"ISSN":["1064-7570","1573-7705"],"issn-type":[{"value":"1064-7570","type":"print"},{"value":"1573-7705","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,11,23]]},"assertion":[{"value":"14 June 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"30 September 2023","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"25 October 2023","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"23 November 2023","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}],"article-number":"9"}}