{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,3]],"date-time":"2025-10-03T08:58:58Z","timestamp":1759481938584,"version":"3.37.3"},"reference-count":14,"publisher":"Wiley","license":[{"start":{"date-parts":[[2010,1,1]],"date-time":"2010-01-01T00:00:00Z","timestamp":1262304000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/3.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Applied Computational Intelligence and Soft Computing"],"published-print":{"date-parts":[[2010]]},"abstract":"<jats:p>In recent years, wireless sensor networks have been attracting considerable research attention for a wide range of applications, but they still present significant network communication challenges, involving essentially the use of large numbers of resource-constrained nodes operating unattended and exposed to potential local failures. In order to maximize the network lifespan, in this paper, genetical swarm optimization (GSO) is applied, a class of hybrid evolutionary techniques developed in order to exploit in the most effective way the uniqueness and peculiarities of two classical optimization approaches; particle swarm optimization (PSO) and genetic algorithms (GA). This procedure is here implemented to optimize the communication energy consumption in a wireless network by selecting the optimal multihop routing schemes, with a suitable hybridization of different routing criteria, confirming itself as a flexible and useful tool for engineering applications.<\/jats:p>","DOI":"10.1155\/2010\/523943","type":"journal-article","created":{"date-parts":[[2011,3,6]],"date-time":"2011-03-06T14:31:10Z","timestamp":1299421870000},"page":"1-14","source":"Crossref","is-referenced-by-count":13,"title":["Genetical Swarm Optimization of Multihop Routes in Wireless Sensor Networks"],"prefix":"10.1155","volume":"2010","author":[{"given":"Davide","family":"Caputo","sequence":"first","affiliation":[{"name":"Politecnico di Milano, Dipartimento di Energia, Via La Masa, 34, I-20156 Milano, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Francesco","family":"Grimaccia","sequence":"additional","affiliation":[{"name":"Politecnico di Milano, Dipartimento di Energia, Via La Masa, 34, I-20156 Milano, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1005-3224","authenticated-orcid":true,"given":"Marco","family":"Mussetta","sequence":"additional","affiliation":[{"name":"Politecnico di Milano, Dipartimento di Energia, Via La Masa, 34, I-20156 Milano, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Riccardo E.","family":"Zich","sequence":"additional","affiliation":[{"name":"Politecnico di Milano, Dipartimento di Energia, Via La Masa, 34, I-20156 Milano, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1109\/79.985679"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1016\/S1389-1286(01)00302-4"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2003.819944"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2006.883271"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2007.070202"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1162\/evco.2008.16.4.529"},{"year":"1989","key":"8"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1109\/TAP.2004.825102"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2003.818557"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1109\/TAP.2007.891561"},{"issue":"3-4","key":"16","first-page":"105","volume":"47","year":"2006","journal-title":"Journal of Automatika"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2006.06.013"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2002.804190"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1023\/A:1016627727877"}],"container-title":["Applied Computational Intelligence and Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/acisc\/2010\/523943.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/acisc\/2010\/523943.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/acisc\/2010\/523943.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2016,8,11]],"date-time":"2016-08-11T10:48:39Z","timestamp":1470912519000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.hindawi.com\/journals\/acisc\/2010\/523943\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"references-count":14,"alternative-id":["523943","523943"],"URL":"https:\/\/doi.org\/10.1155\/2010\/523943","relation":{},"ISSN":["1687-9724","1687-9732"],"issn-type":[{"type":"print","value":"1687-9724"},{"type":"electronic","value":"1687-9732"}],"subject":[],"published":{"date-parts":[[2010]]}}}