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Our proposed method is only supported by V2V and V2I communications and neighbourhood localization records, which are summarized in an adaptive adjustment of the forwarded information related to the messages(data communication). We optimize these message information, and only the relevant information is transmitted to the relevant vehicles, and all other unnecessary information is terminated. Because, irrelevant information causes many problems, like unnecessary resource utilization and energy consumption. In this case, the driver will be promptly reminded to take appropriate measures. A swarm intelligence algorithm such as the Artificial Bee Colony (ABC) is utilized to optimize the communication mechanism. In this paper, we present a high-level framework for ABC based on the fuzzy logic for the VANETs. We prove the validity and efficiency of the proposed method. Our proposed method achieves higher optimization accuracy in information broadcasting with minimum delay and with the lowest energy consumption.<\/jats:p>","DOI":"10.3233\/jifs-179697","type":"journal-article","created":{"date-parts":[[2020,3,24]],"date-time":"2020-03-24T17:24:58Z","timestamp":1585070698000},"page":"6145-6157","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":12,"title":["Optimization of communication in VANETs using fuzzy logic and artificial Bee colony"],"prefix":"10.1177","volume":"38","author":[{"given":"Muhammad","family":"Arif","sequence":"first","affiliation":[{"name":"School of Computer Science, Guangzhou University, Guangzhou, Guangdong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guojun","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer Science, Guangzhou University, Guangzhou, Guangdong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tao","family":"Peng","sequence":"additional","affiliation":[{"name":"School of Computer Science, Guangzhou University, Guangzhou, Guangdong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Valentina Emilia","family":"Balas","sequence":"additional","affiliation":[{"name":"Department of Automation and Applied Informatics, Aurel Vlaicu University of Arad, Arad, Romania"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Oana","family":"Geman","sequence":"additional","affiliation":[{"name":"Department of Health and Human Development, Stefan cel Mare University of Suceava, Romania"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianer","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Computer Science, Guangzhou University, Guangzhou, Guangdong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2020,3,21]]},"reference":[{"key":"e_1_3_2_2_2","doi-asserted-by":"publisher","DOI":"10.1142\/S0218213016500093"},{"key":"e_1_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.1504\/IJBIC.2018.094622"},{"issue":"18","key":"e_1_3_2_4_2","doi-asserted-by":"crossref","first-page":"e0159110","DOI":"10.1371\/journal.pone.0159110","article-title":"Increasing intelligence in inter-vehicle communications to reduce traffic congestions: experiments in urban and highway environments","volume":"11","author":"Meneguette R.I.","year":"2016","unstructured":"MeneguetteR.I., Geraldo FilhoP.R., GuidoniD.L., PessinG., VillasL.A. and UeyamaJ., Increasing intelligence in inter-vehicle communications to reduce traffic congestions: experiments in urban and highway environments, in: PLoS one, Public Library of Science11(18) (2016), e0159110.","journal-title":"PLoS one, Public Library of Science"},{"issue":"14","key":"e_1_3_2_5_2","first-page":"3169","article-title":"Car to infrastructure communication in the field","volume":"55","author":"Schweiger B.","year":"2011","unstructured":"SchweigerB., RaubitschekC., BakerB. and ElisaT.M., Car to infrastructure communication in the field, in: Computer Networks, Elsevier55(14) (2011), 3169\u20133178.","journal-title":"Computer Networks, Elsevier"},{"key":"e_1_3_2_6_2","unstructured":"CappielloA. 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