{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T13:55:10Z","timestamp":1762005310791,"version":"3.40.3"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030767754"},{"type":"electronic","value":"9783030767761"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-76776-1_16","type":"book-chapter","created":{"date-parts":[[2021,5,19]],"date-time":"2021-05-19T19:03:16Z","timestamp":1621450996000},"page":"234-246","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["A Hybrid Approach Based on ACO and Firefly Algorithm for Routing in FANETs"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8703-5107","authenticated-orcid":false,"given":"Amrita","family":"Yadav","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6299-2576","authenticated-orcid":false,"given":"Seema","family":"Verma","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,5,20]]},"reference":[{"key":"16_CR1","doi-asserted-by":"publisher","first-page":"27783","DOI":"10.3390\/s151127783","volume":"15","author":"G Avellar","year":"2015","unstructured":"Avellar, G., Pereira, G., Pimenta, L., Iscold, P.: Multi- UAV routing for area coverage and remote sensing with minimum time. Sensors 15, 27783\u201327803 (2015). https:\/\/doi.org\/10.3390\/s151127783","journal-title":"Sensors"},{"issue":"9","key":"16_CR2","doi-asserted-by":"publisher","first-page":"1016","DOI":"10.1109\/LCOMM.2011.071211.110741","volume":"15","author":"A Mellouk","year":"2011","unstructured":"Mellouk, A., Hoceini, S., Zeadally, S.: A bio-inspired quality of service (QoS) routing algorithm. IEEE Commun. Lett. 15(9), 1016\u20131018 (2011)","journal-title":"IEEE Commun. Lett."},{"key":"16_CR3","doi-asserted-by":"publisher","first-page":"215","DOI":"10.1016\/j.jnca.2017.08.008","volume":"103","author":"Q Lin","year":"2017","unstructured":"Lin, Q., Song, H., Gui, X., Wang, X., Su, S.: A shortest path routing algorithm for unmanned aerial systems based on grid position. J. Netw. Comput. Appl. 103, 215\u2013224 (2017). https:\/\/doi.org\/10.1016\/j.jnca.2017.08.008","journal-title":"J. Netw. Comput. Appl."},{"key":"16_CR4","doi-asserted-by":"publisher","unstructured":"Seetaram,J., Kumar, P.S.: An energy aware genetic algorithm multipath distance vector protocol for efficient routing. In: International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET), Chennai, 2016, pp. 1975\u20131980 (2016). https:\/\/doi.org\/10.1109\/wispnet.2016.7566488","DOI":"10.1109\/wispnet.2016.7566488"},{"key":"16_CR5","doi-asserted-by":"publisher","first-page":"513","DOI":"10.1007\/s10846-0139959-7","volume":"74","author":"O Sahingoz","year":"2014","unstructured":"Sahingoz, O.: Networking models in flying Ad-Hoc networks (FANETs): concepts and challenges. J. Intell. Rob. Syst. 74, 513\u2013527 (2014). https:\/\/doi.org\/10.1007\/s10846-0139959-7","journal-title":"J. Intell. Rob. Syst."},{"key":"16_CR6","doi-asserted-by":"publisher","unstructured":"Tian, G., Zhang, L., Bai, X., Wang, B.: Real- time dynamic track planning of multi-UAV formation based on improved artificial bee colony algorithm, pp. 10055\u201310060 (2018). https:\/\/doi.org\/10.23919\/chicc.2018.8482622","DOI":"10.23919\/chicc.2018.8482622"},{"key":"16_CR7","doi-asserted-by":"publisher","unstructured":"Escalante, L.D.S.: Swarm intelligence-based energy saving greedy routing algorithm for wireless sensor networks. In: CONIELECOMP 2013, 23rd International Conference on Electronics, Communications and Computing, Cholula, 2013, pp. 36\u201339 (2013). https:\/\/doi.org\/10.1109\/conielecomp.2013.6525754","DOI":"10.1109\/conielecomp.2013.6525754"},{"key":"16_CR8","doi-asserted-by":"crossref","unstructured":"Saleem, M., Khayam, S.A., Farooq, M.: Formal modeling of Bee AdHoc: a bioinspired mobile Ad Hoc network routing protocol. ANTS Conference, pp. 315\u2013322 (2008)","DOI":"10.1007\/978-3-540-87527-7_32"},{"key":"16_CR9","doi-asserted-by":"crossref","unstructured":"Maistrenko, V.A., Alexey, L.V., Danil, V.A.: Experimental estimate of using the ant colony optimization algorithm to solve the routing problem in FANET. In: 2016 International Siberian Conference on Control and Communications (SIBCON), pp. 1\u201310 (2016)","DOI":"10.1109\/SIBCON.2016.7491805"},{"key":"16_CR10","unstructured":"Fiala, J.: A Survey of Bio-Inspired Wireless Communication (2016). https:\/\/www.cse.wustl.edu\/~jain\/cse574-16\/ftp\/biocomm\/index.html"},{"key":"16_CR11","doi-asserted-by":"publisher","unstructured":"Leonov, A.: Applying bio-inspired algorithms to routing problem solution in FANET. Bull. South Ural State Univ. Comput. Technol. Autom. Control Radio Electron. 17, 5\u201323 (2017). https:\/\/doi.org\/10.14529\/ctcr170201","DOI":"10.14529\/ctcr170201"},{"key":"16_CR12","doi-asserted-by":"publisher","DOI":"10.1016\/j.fcij.2018.06.001","author":"A Darwish","year":"2018","unstructured":"Darwish, A.: Bio-inspired computing: algorithms review, deep analysis, and the scope of applications. Fut. Comput. Inf. J. (2018). https:\/\/doi.org\/10.1016\/j.fcij.2018.06.001","journal-title":"Fut. Comput. Inf. J."},{"key":"16_CR13","doi-asserted-by":"publisher","first-page":"31446","DOI":"10.1109\/ACCESS.2019.2902940","volume":"7","author":"AN Khan","year":"2019","unstructured":"Khan, A.N., Aftab, F., Zhang, Z.: BICSF: bio-inspired clustering scheme for FANETs. IEEE Access 7, 31446\u201331456 (2019)","journal-title":"IEEE Access"},{"key":"16_CR14","first-page":"1","volume":"2019","author":"M Tropea","year":"2019","unstructured":"Tropea, M., Santamaria, A.F., Potrino, G., Rango, F.D.: Bio-inspired recruiting protocol for FANET in precision agriculture domains: pheromone parameters tuning. Wirel. Days WD 2019, 1\u20136 (2019)","journal-title":"Wirel. Days WD"},{"key":"16_CR15","first-page":"364","volume":"2019","author":"B Zhao","year":"2019","unstructured":"Zhao, B., Ding, Q.: Route discovery in flying Ad-Hoc network based on Bee colony algorithm. IEEE Int. Conf. Artif. Intell. Comput. Appl. (ICAICA) 2019, 364\u2013368 (2019)","journal-title":"IEEE Int. Conf. Artif. Intell. Comput. Appl. (ICAICA)"},{"key":"16_CR16","doi-asserted-by":"publisher","unstructured":"Khan, M., Qureshi, I., Khanzada, F.: A hybrid communication scheme for efficient and low-cost deployment of future flying Ad-Hoc network (FANET) 3, 22 (2019). https:\/\/doi.org\/10.3390\/drones3010016","DOI":"10.3390\/drones3010016"},{"key":"16_CR17","doi-asserted-by":"publisher","unstructured":"Pu, C., Carpenter, L.: To route or to ferry: a hybrid packet forwarding algorithm in flying Ad Hoc networks, pp. 1\u20138 (2019). https:\/\/doi.org\/10.1109\/nca.2019.8935011","DOI":"10.1109\/nca.2019.8935011"},{"key":"16_CR18","unstructured":"Bhandari, S., Dudeja, R.: HSCS: hybridization of self-organized clustering scheme for flying Ad-Hoc network 10(3), 13607\u201313622 (2020). IJMPERDJUN20201296"},{"key":"16_CR19","doi-asserted-by":"publisher","unstructured":"Nath, S., Paul, A., Banerjee, R., Bhaumik, S., Sing, J.K., Sarkar, S.K.: Optimizing FANET routing using a hybrid approach of firefly algorithm and ACO-L\u00e9vy flight. In: 2020 IEEE VLSI Device Circuit and System (VLSI DCS), Kolkata, India, pp. 378\u2013383 (2020). https:\/\/doi.org\/10.1109\/vlsidcs47293.2020.9179956","DOI":"10.1109\/vlsidcs47293.2020.9179956"},{"key":"16_CR20","doi-asserted-by":"publisher","unstructured":"Khan, I., Qureshi, I., Aziz, M., Cheema, T., Shah, S.B.: Smart IoT control-based nature inspired energy efficient routing protocol for flying Ad Hoc network (FANET). IEEE Access, 1 (2020). https:\/\/doi.org\/10.1109\/access.2020.2981531","DOI":"10.1109\/access.2020.2981531"},{"key":"16_CR21","series-title":"Studies in Computational Intelligence","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1007\/978-3-319-97277-0_10","volume-title":"Advanced Computing in Industrial Mathematics (BGSIAM 2017)","author":"S Fidanova","year":"2019","unstructured":"Fidanova, S., Roeva, O., Luque, G.: Ant colony optimization algorithm for workforce planning: influence of the algorithm parameters. In: Georgiev, K., Todorov, M., Georgiev, I. (eds.) Advanced Computing in Industrial Mathematics (BGSIAM 2017). Studies in Computational Intelligence, vol. 793, pp. 119\u2013128. Springer, Cham (2019). https:\/\/doi.org\/10.1007\/978-3-319-97277-0_10"},{"key":"16_CR22","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1504\/IJSI.2013.055801","volume":"1","author":"X-S Yang","year":"2013","unstructured":"Yang, X.-S., Xingshi, H.: Firefly algorithm: recent advances and applications. Int. J. Swarm Intell. 1, 36\u201350 (2013). https:\/\/doi.org\/10.1504\/IJSI.2013.055801","journal-title":"Int. J. Swarm Intell."},{"key":"16_CR23","doi-asserted-by":"publisher","unstructured":"Khan, W., Hamadneh, N., Tilahun, S., Ngnotchouye, J.-M.: A Review and Comparative Study of Firefly Algorithm and its Modified Versions (2016). https:\/\/doi.org\/10.5772\/62472","DOI":"10.5772\/62472"}],"container-title":["Communications in Computer and Information Science","Computing Science, Communication and Security"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-76776-1_16","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,6,15]],"date-time":"2021-06-15T14:09:19Z","timestamp":1623766159000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-76776-1_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030767754","9783030767761"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-76776-1_16","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"20 May 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"COMS2","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computing Science, Communication and Security","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Mehsana","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"India","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 February 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 February 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"coms22021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/coms2.gnu.ac.in\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"OCS","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"105","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":"19","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":"0","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":"18% - 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":"3","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":"2","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":"Due to the COVID-19 pandemic the conference was held online.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}