{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,8]],"date-time":"2026-01-08T23:05:10Z","timestamp":1767913510128,"version":"3.49.0"},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642271717","type":"print"},{"value":"9783642271724","type":"electronic"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011]]},"DOI":"10.1007\/978-3-642-27172-4_19","type":"book-chapter","created":{"date-parts":[[2011,12,13]],"date-time":"2011-12-13T16:34:31Z","timestamp":1323794071000},"page":"151-158","source":"Crossref","is-referenced-by-count":14,"title":["Comparative Performance Study of Genetic Algorithm and Particle Swarm Optimization Applied on Off-grid Renewable Hybrid Energy System"],"prefix":"10.1007","author":[{"given":"Bhimsen","family":"Tudu","sequence":"first","affiliation":[]},{"given":"Sibsankar","family":"Majumder","sequence":"additional","affiliation":[]},{"given":"Kamal K.","family":"Mandal","sequence":"additional","affiliation":[]},{"given":"Niladri","family":"Chakraborty","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"19_CR1","unstructured":"BP Statistical Review of World Energy (June 2011), \n                  \n                    http:\/\/www.bp.com"},{"key":"19_CR2","doi-asserted-by":"publisher","first-page":"1072","DOI":"10.1016\/j.solener.2005.11.002","volume":"80","author":"E. Koutroulis","year":"2006","unstructured":"Koutroulis, E., Kolokotsa, D., Potirakis, A., Kostas, K.: Methodology for optimal sizing of stand-alone photovoltaic\/wind-generator systems using genetic algorithms. Solar Energy\u00a080, 1072\u20131088 (2006)","journal-title":"Solar Energy"},{"key":"19_CR3","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1016\/j.solener.2004.10.004","volume":"79","author":"R. Dufo-Lopez","year":"2005","unstructured":"Dufo-Lopez, R., Bernal-Agustin, J.L.: Design and control strategies of PV-Diesel systems using genetic algorithms. Solar Energy\u00a079, 33\u201346 (2005)","journal-title":"Solar Energy"},{"key":"19_CR4","doi-asserted-by":"publisher","first-page":"2388","DOI":"10.1016\/j.renene.2010.03.004","volume":"35","author":"B. Ould Bilal","year":"2010","unstructured":"Ould Bilal, B., Sambou, V., Ndiaye, P.A., Kebe, C.M.F., Ndongo, M.: Optimal design of a hybrid solar-wind-battery system using the minimization of the annualized cost system and minimization of the loss of power supply probability (LPSP). Technical note, Renewable Energy\u00a035, 2388\u20132390 (2010)","journal-title":"Technical note, Renewable Energy"},{"key":"19_CR5","doi-asserted-by":"publisher","first-page":"1855","DOI":"10.1016\/j.renene.2008.11.022","volume":"34","author":"S.M. Hakimi","year":"2009","unstructured":"Hakimi, S.M., Moghaddas-Tafreshi, S.M.: Optimal sizing of a stand-alone hybrid power system via particle swarm optimization for Kahnouj area in south-east of Iran. Renewable Energy\u00a034, 1855\u20131862 (2009)","journal-title":"Renewable Energy"},{"key":"19_CR6","doi-asserted-by":"crossref","unstructured":"Hakimi, S.M., Tafreshi, S.M., Kashefi, A.: Unit sizing of a stand-alone hybrid power system using particle swarm optimization (PSO). In: Proceedings of the IEEE International Conference on Automation and Logistics, Jinan, China, August 18-21 (2007)","DOI":"10.1109\/ICAL.2007.4339116"},{"key":"19_CR7","doi-asserted-by":"crossref","unstructured":"Hakimi, S.M., Tafreshi, S.M., Rajati, M.R.: Unit sizing of a stand-alone hybrid power system using model free optimization. In: 2007 IEEE International Conference on Granular Computing (2007)","DOI":"10.1109\/GrC.2007.143"},{"key":"19_CR8","unstructured":"Li, M., Wang, C.: Research on optimization of wind and PV hybrid power systems. In: Proceedings of the World Congress on Intelligent Control and Automation, Chongqing, China, June 25-27 (2008)"},{"key":"19_CR9","unstructured":"Qi, Y., Jianhua, Z., Zifa, L., Shu, X., Weiguo, L.: A new methodology for optimizing the size of hybrid PV\/wind system. In: ICSET (2008)"},{"key":"19_CR10","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"1136","DOI":"10.1007\/978-3-540-37275-2_141","volume-title":"Computational Intelligence","author":"D. Xu","year":"2006","unstructured":"Xu, D., Kang, L., Cao, B.: Graph-Based Ant System for Optimal Sizing of Standalone Hybrid Wind\/PV Power Systems. In: Huang, D.-S., Li, K., Irwin, G.W. (eds.) ICIC 2006. LNCS (LNAI), vol.\u00a04114, pp. 1136\u20131146. Springer, Heidelberg (2006)"},{"issue":"5","key":"19_CR11","first-page":"1241","volume":"10","author":"Y.A. Katsigiannis","year":"2008","unstructured":"Katsigiannis, Y.A., Georgilakis, P.S.: Optimal sizing of small isolated hybrid power systems using tabu search. Journal of Optoelectronics and Advanced Materials\u00a010(5), 1241\u20131245 (2008)","journal-title":"Journal of Optoelectronics and Advanced Materials"},{"key":"19_CR12","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1016\/j.solener.2004.10.004","volume":"79","author":"R.. Dufo-Lopez","year":"2005","unstructured":"Dufo-Lopez, R., Bernal-Agustin, J.L.: Design and control strategies of PV-Diesel systems using genetic algorithms. Solar Energy\u00a079, 33\u201346 (2005)","journal-title":"Solar Energy"},{"key":"19_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"327","DOI":"10.1007\/978-3-642-12842-4_38","volume-title":"Artificial Intelligence: Theories, Models and Applications","author":"Y.A. Katsigiannis","year":"2010","unstructured":"Katsigiannis, Y.A., Georgilakis, P.S., Karapidakis, E.S.: Genetic Algorithm Solution to Optimal Sizing Problem of Small Autonomous Hybrid Power Systems. In: Konstantopoulos, S., Perantonis, S., Karkaletsis, V., Spyropoulos, C.D., Vouros, G. (eds.) SETN 2010. LNCS, vol.\u00a06040, pp. 327\u2013332. Springer, Heidelberg (2010)"},{"key":"19_CR14","doi-asserted-by":"crossref","unstructured":"Kennedy, J., Eberhart, R.: Particle swarm optimization. In: Proceedings of the IEEE International Conference on Neural Networks IV, pp. 1942\u20131948 (1995)","DOI":"10.1109\/ICNN.1995.488968"}],"container-title":["Lecture Notes in Computer Science","Swarm, Evolutionary, and Memetic Computing"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-27172-4_19","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,4,21]],"date-time":"2019-04-21T17:09:30Z","timestamp":1555866570000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-27172-4_19"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642271717","9783642271724"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-27172-4_19","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011]]}}}