{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,8,6]],"date-time":"2024-08-06T01:57:45Z","timestamp":1722909465334},"reference-count":47,"publisher":"IGI Global","issue":"2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,4]]},"abstract":"<jats:p>Data aggregation in WSNs is an interesting problem wherein data sensed by the sensors is routed to an aggregation node in an efficient way. Since the sensors are battery operated, it is very important for a routing protocol to conserve energy and also ensure load balancing and faster delivery. In this study, a multi-objective linear programming model is developed for this problem and solved using an exact algorithm applying dominance principle. In order to ensure faster convergence, routing algorithms incorporating strategies of swarms in nature such as Ants, Bees and Fireflies are adapted. In the simulation study, it is quite evident from the convergence characteristics, swarm intelligent algorithms could converge earlier than the exact algorithm with convergence time lesser by 90%. Moreover, when exact algorithm could solve smaller networks, the swarm intelligent algorithms could solve even larger network instances. Firefly algorithm is able to yield approximated pareto \u2013 optimal routes which outperforms ant colony optimization and bee colony optimization algorithms.<\/jats:p>","DOI":"10.4018\/ijsir.2020040101","type":"journal-article","created":{"date-parts":[[2020,1,10]],"date-time":"2020-01-10T18:12:15Z","timestamp":1578679935000},"page":"1-18","source":"Crossref","is-referenced-by-count":3,"title":["Swarm Intelligent Data Aggregation in Wireless Sensor Network"],"prefix":"10.4018","volume":"11","author":[{"given":"Jinil Persis","family":"Devarajan","sequence":"first","affiliation":[{"name":"National Institute of Industrial Engineering (NITIE), Mumbai, India"}]},{"given":"T. Paul","family":"Robert","sequence":"additional","affiliation":[{"name":"Anna University, Chennai, India"}]}],"member":"2432","reference":[{"key":"IJSIR.2020040101-0","first-page":"1","article-title":"Deployment strategies in the wireless sensor network: A comprehensive review.","volume":"92","author":"S.Abdollahzadeh","year":"2015","journal-title":"Computer Communications"},{"key":"IJSIR.2020040101-1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2014.07.055"},{"key":"IJSIR.2020040101-2","first-page":"1","article-title":"A power efficient cluster-based routing algorithm for wireless sensor networks: Honeybees swarm intelligence based approach.","volume":"69","author":"A.Adamou","year":"2016","journal-title":"Journal of Network and Computer Applications"},{"key":"IJSIR.2020040101-3","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2016.03.077"},{"key":"IJSIR.2020040101-4","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2019.03.010"},{"key":"IJSIR.2020040101-5","doi-asserted-by":"crossref","unstructured":"Arora, V. K., Sharma, V., & Sachdeva, M. (2016). A Survey on LEACH and other\u2019s Routing Protocols in Wireless Sensor Network. Optik - International Journal for Light and Electron Optics, 127(16), 6590\u20136600.","DOI":"10.1016\/j.ijleo.2016.04.041"},{"key":"IJSIR.2020040101-6","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2015.03.132"},{"key":"IJSIR.2020040101-7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2654356"},{"key":"IJSIR.2020040101-8","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2017.01.001"},{"key":"IJSIR.2020040101-9","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.11.048"},{"key":"IJSIR.2020040101-10","doi-asserted-by":"publisher","DOI":"10.1016\/j.cor.2011.06.013"},{"key":"IJSIR.2020040101-11","doi-asserted-by":"publisher","DOI":"10.1016\/j.cor.2017.12.004"},{"key":"IJSIR.2020040101-12","doi-asserted-by":"publisher","DOI":"10.1111\/j.1475-3995.1996.tb00032.x"},{"key":"IJSIR.2020040101-13","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2016.07.393"},{"key":"IJSIR.2020040101-14","doi-asserted-by":"publisher","DOI":"10.1109\/3477.484436"},{"key":"IJSIR.2020040101-15","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.09.008"},{"key":"IJSIR.2020040101-16","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2015.05.158"},{"key":"IJSIR.2020040101-17","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2013.06.001"},{"key":"IJSIR.2020040101-18","doi-asserted-by":"publisher","DOI":"10.1016\/j.cor.2011.09.002"},{"key":"IJSIR.2020040101-19","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2015.09.013"},{"key":"IJSIR.2020040101-20","doi-asserted-by":"publisher","DOI":"10.1016\/j.amc.2009.03.090"},{"key":"IJSIR.2020040101-21","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-009-9127-4"},{"key":"IJSIR.2020040101-22","doi-asserted-by":"publisher","DOI":"10.1016\/j.tcs.2008.08.043"},{"key":"IJSIR.2020040101-23","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2016.08.006"},{"key":"IJSIR.2020040101-24","doi-asserted-by":"publisher","DOI":"10.1049\/iet-wss.2010.0057"},{"key":"IJSIR.2020040101-25","doi-asserted-by":"publisher","DOI":"10.1016\/j.apm.2013.10.044"},{"issue":"November","key":"IJSIR.2020040101-26","first-page":"1","article-title":"BIM 2 RT: BWAS-immune mechanism based multipath reliable transmission with fault tolerance in wireless sensor networks.","author":"H.Li","year":"2017","journal-title":"Swarm and Evolutionary Computation"},{"key":"IJSIR.2020040101-27","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2008.11.001"},{"key":"IJSIR.2020040101-28","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcss.2011.10.017"},{"key":"IJSIR.2020040101-29","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2013.05.004"},{"key":"IJSIR.2020040101-30","doi-asserted-by":"publisher","DOI":"10.1109\/ISSSTA.2008.126"},{"key":"IJSIR.2020040101-31","doi-asserted-by":"publisher","DOI":"10.1109\/ECAI.2015.7301199"},{"key":"IJSIR.2020040101-32","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.02.016"},{"key":"IJSIR.2020040101-33","doi-asserted-by":"publisher","DOI":"10.1109\/ICWISE.2013.6728776"},{"key":"IJSIR.2020040101-34","doi-asserted-by":"publisher","DOI":"10.4018\/IJSIR.2019010102"},{"key":"IJSIR.2020040101-35","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2009.01.013"},{"key":"IJSIR.2020040101-36","doi-asserted-by":"publisher","DOI":"10.1016\/B978-008045157-2\/50081-X"},{"key":"IJSIR.2020040101-37","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.02.008"},{"key":"IJSIR.2020040101-38","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/2818542"},{"key":"IJSIR.2020040101-39","article-title":"Routing protocols for wireless sensor networks: What the literature says?","author":"A.Sarkar","year":"2016","journal-title":"Alexandria Engineering Journal"},{"key":"IJSIR.2020040101-40","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2016.03.003"},{"key":"IJSIR.2020040101-41","first-page":"3173","article-title":"Routing Protocols for Wireless Sensor Networks.","volume":"55","author":"K.Sohraby","year":"2007","journal-title":"Alexandria Engineering Journal"},{"key":"IJSIR.2020040101-42","unstructured":"Tsai, J., & Moors, T. (2006). A review of multipath routing protocols: From wireless ad hoc to mesh networks. Proceedings of theResearcher Workshop on Wireless Multihop Networking. Academic Press."},{"key":"IJSIR.2020040101-43","doi-asserted-by":"publisher","DOI":"10.1049\/iet-com.2009.0805"},{"key":"IJSIR.2020040101-44","doi-asserted-by":"publisher","DOI":"10.1109\/NBiS.2009.35"},{"key":"IJSIR.2020040101-45","author":"X.Yang","year":"2010","journal-title":"Nature-Inspired Metaheuristic Algorithms"},{"key":"IJSIR.2020040101-46","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2015.12.028"}],"container-title":["International Journal of Swarm Intelligence Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=246818","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,6]],"date-time":"2022-05-06T08:24:14Z","timestamp":1651825454000},"score":1,"resource":{"primary":{"URL":"http:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/IJSIR.2020040101"}},"subtitle":[""],"short-title":[],"issued":{"date-parts":[[2020,4]]},"references-count":47,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.4018\/ijsir.2020040101","relation":{},"ISSN":["1947-9263","1947-9271"],"issn-type":[{"value":"1947-9263","type":"print"},{"value":"1947-9271","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,4]]}}}