{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T06:33:28Z","timestamp":1742970808754,"version":"3.40.3"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030870935"},{"type":"electronic","value":"9783030870942"}],"license":[{"start":{"date-parts":[[2021,11,18]],"date-time":"2021-11-18T00:00:00Z","timestamp":1637193600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,11,18]],"date-time":"2021-11-18T00:00:00Z","timestamp":1637193600000},"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":[[2022]]},"DOI":"10.1007\/978-3-030-87094-2_11","type":"book-chapter","created":{"date-parts":[[2021,11,17]],"date-time":"2021-11-17T07:06:45Z","timestamp":1637132805000},"page":"121-128","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["An Enhancement of the NSGA-II Reliability Optimization Using Extended Kalman Filter Based Initialization"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4997-2663","authenticated-orcid":false,"given":"Savas","family":"Yuce","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7200-4244","authenticated-orcid":false,"given":"Ke","family":"Li","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,11,18]]},"reference":[{"issue":"1","key":"11_CR1","doi-asserted-by":"publisher","first-page":"317","DOI":"10.1590\/0104-6632.20190361s20170392","volume":"36","author":"FS Lobato","year":"2019","unstructured":"Lobato, F.S., da Silva, M.A., Cavalini, A.A., Steffen, V.: Reliability-based multi-objective optimization applied to chemical engineering design. Braz. J. Chem. Eng. 36(1), 317\u2013333 (2019)","journal-title":"Braz. J. Chem. Eng."},{"issue":"8","key":"11_CR2","doi-asserted-by":"publisher","first-page":"2381","DOI":"10.1007\/s00521-016-2797-3","volume":"30","author":"A Chakri","year":"2018","unstructured":"Chakri, A., Yang, X.S., Khelif, R., Benouaret, M.: Reliability based design using the directional bat algorithm. Neural Comput. Appl. 30(8), 2381\u20132402 (2018). https:\/\/doi.org\/10.1007\/s00521-016-2797-3","journal-title":"Neural Comput. Appl."},{"issue":"3\u20134","key":"11_CR3","first-page":"247","volume":"2","author":"SE Gano","year":"2007","unstructured":"Gano, S.E., Renaud, J.E., Agarwal, H., Tovar, A.: Reliability-based design using variable fidelity optimization. Struct. Infrastruct. Eng. 2(3\u20134), 247\u2013260 (2007)","journal-title":"Struct. Infrastruct. Eng."},{"issue":"3","key":"11_CR4","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1016\/0167-4730(94)90039-6","volume":"15","author":"I Enevoldsen","year":"1994","unstructured":"Enevoldsen, I., Sorensen, J.D.: Reliability-based optimization in structural engineering. Struct. Saf. 15(3), 169\u2013196 (1994)","journal-title":"Struct. Saf."},{"issue":"4","key":"11_CR5","doi-asserted-by":"publisher","first-page":"506","DOI":"10.1590\/S1678-58782012000400012","volume":"34","author":"RH Lopez","year":"2012","unstructured":"Lopez, R.H., Beck, A.T.: Reliability-based design optimization strategies based on FORM: a review. J. Braz. Soc. Mech. Sci. Eng. 34(4), 506\u2013514 (2012)","journal-title":"J. Braz. Soc. Mech. Sci. Eng."},{"issue":"2","key":"11_CR6","doi-asserted-by":"publisher","first-page":"613","DOI":"10.1016\/j.asej.2016.01.007","volume":"7","author":"R Faraga","year":"2016","unstructured":"Faraga, R., Haldar, A.: A novel reliability evaluation method for large engineering systems. Ain Shams En. J. 7(2), 613\u2013625 (2016)","journal-title":"Ain Shams En. J."},{"issue":"2","key":"11_CR7","doi-asserted-by":"publisher","first-page":"704","DOI":"10.1108\/COMPEL-11-2016-0502","volume":"37","author":"S Deng","year":"2018","unstructured":"Deng, S., Brisset, S., Cl\u00e9net, S.: Comparative study of methods for optimization of electromagnetic devices with uncertainty. COMPEL \u2013 Int. J. Comput. Math. Electr. Electron. Eng. 37(2), 704\u2013717 (2018)","journal-title":"COMPEL \u2013 Int. J. Comput. Math. Electr. Electron. Eng."},{"issue":"7-8","key":"11_CR8","doi-asserted-by":"publisher","first-page":"477","DOI":"10.1080\/15732479.2010.493335","volume":"7","author":"S-C Kang","year":"2011","unstructured":"Kang, S.-C., Koh, H.-M., Choo, J.F.: Reliability-based design optimisation combining performance measure approach and response surface method. Struct. Infrastruct. Eng. 7(7\u20138), 477\u2013489 (2011)","journal-title":"Struct. Infrastruct. Eng."},{"issue":"8","key":"11_CR9","doi-asserted-by":"publisher","first-page":"1296","DOI":"10.1080\/0305215X.2015.1100956","volume":"48","author":"Z Hu","year":"2016","unstructured":"Hu, Z., Du, X.: Reliability-based design optimization under stationary stochastic process loads. Eng. Optim. 48(8), 1296\u20131312 (2016)","journal-title":"Eng. Optim."},{"issue":"3","key":"11_CR10","doi-asserted-by":"publisher","first-page":"631","DOI":"10.1007\/s00158-017-1679-3","volume":"56","author":"N Str\u00f6mberg","year":"2017","unstructured":"Str\u00f6mberg, N.: Reliability-based design optimization using SORM and SQP. Struct. Multidiscip. Optim. 56(3), 631\u2013645 (2017). https:\/\/doi.org\/10.1007\/s00158-017-1679-3","journal-title":"Struct. Multidiscip. Optim."},{"key":"11_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"789","DOI":"10.1007\/11893295_87","volume-title":"Neural Information Processing","author":"R-G Kang","year":"2006","unstructured":"Kang, R.-G., Jung, C.-Y.: The improved initialization method of genetic algorithm for solving the optimization problem. In: King, I., Wang, J., Chan, L.-W., Wang, DeLiang (eds.) ICONIP 2006. LNCS, vol. 4234, pp. 789\u2013796. Springer, Heidelberg (2006). https:\/\/doi.org\/10.1007\/11893295_87"},{"key":"11_CR12","doi-asserted-by":"crossref","unstructured":"Kazimipour, B., Li, X., Qin, A.K.: A review of population initialization techniques for evolutionary algorithms. In: 2014 IEEE Congress on Evolutionary Computation (CEC), pp. 2585\u20132592. IEEE, Beijing (2014)","DOI":"10.1109\/CEC.2014.6900618"},{"issue":"5","key":"11_CR13","doi-asserted-by":"publisher","first-page":"1054","DOI":"10.1109\/TEVC.2009.2014361","volume":"13","author":"K Deb","year":"2009","unstructured":"Deb, K., Gupta, S., Daum, D., Branke, J., Mall, A.K., Padmanabhan, D.: Reliability-based optimization using evolutionary algorithms. IEEE Trans. Evol. Comput. 13(5), 1054\u20131074 (2009)","journal-title":"IEEE Trans. Evol. Comput."},{"key":"11_CR14","doi-asserted-by":"crossref","unstructured":"Abdolshah, M., et al.: Expected hyper-volume improvement with constraints. In: ICPR, pp. 3238\u20133243 (2018)","DOI":"10.1109\/ICPR.2018.8545387"}],"container-title":["Advances in Intelligent Systems and Computing","Advances in Computational Intelligence Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-87094-2_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,11,17]],"date-time":"2021-11-17T07:08:54Z","timestamp":1637132934000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-87094-2_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,11,18]]},"ISBN":["9783030870935","9783030870942"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-87094-2_11","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2021,11,18]]},"assertion":[{"value":"18 November 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"UKCI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"UK Workshop on Computational Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Aberystwyth","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Kingdom","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":"8 September 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 September 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ukci2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/ukci2021.dcs.aber.ac.uk\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}