{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,8,9]],"date-time":"2024-08-09T13:14:08Z","timestamp":1723209248937},"reference-count":34,"publisher":"World Scientific Pub Co Pte Lt","issue":"03","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Artif. Intell. Tools"],"published-print":{"date-parts":[[2013,6]]},"abstract":"<jats:p> For multiobjective particle swarm optimization (MOPSO), two particles may be incomparable, i. e., not dominated by each other. The personal best and the global best for the particle become less optimal, thus the convergence becomes slow. Even worse, an archive of a limited size can not cover the entire region dominated by the Pareto front, the uncovered region can contain unidentifiable nondominated solutions that are not optimal, and thus the precision the algorithm achieves encounters a plateau. Therefore we propose dimensional update, i. e., evaluating the particle's fitness after updating each variable of its position. Separate consideration of the impact of each variable decreases the occurrence of incomparable relations, thus improves the performance. Experimental results validate the efficiency of our algorithm. <\/jats:p>","DOI":"10.1142\/s0218213013500152","type":"journal-article","created":{"date-parts":[[2013,3,27]],"date-time":"2013-03-27T01:41:50Z","timestamp":1364348510000},"page":"1350015","source":"Crossref","is-referenced-by-count":2,"title":["MULTIOBJECTIVE PARTICLE SWARM OPTIMIZATION BASED ON DIMENSIONAL UPDATE"],"prefix":"10.1142","volume":"22","author":[{"given":"HEMING","family":"XU","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, 200240, Shanghai, P. R. China"}]},{"given":"YINGLIN","family":"WANG","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, 200240, Shanghai, P. R. China"}]},{"given":"XIN","family":"XU","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, 200240, Shanghai, P. R. China"}]}],"member":"219","published-online":{"date-parts":[[2013,6,17]]},"reference":[{"key":"p_1","first-page":"1942","volume":"1944","author":"Kennedy J.","year":"1995","journal-title":"IEEE"},{"key":"p_8","first-page":"1404","volume":"1402","author":"Mostaghim S.","year":"2004","journal-title":"IEEE"},{"issue":"3","key":"p_9","first-page":"287","volume":"2","author":"Reyes-Sierra M.","year":"2006","journal-title":"International Journal of Computational Intelligence Research"},{"key":"p_12","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2009.2013915"},{"key":"p_13","doi-asserted-by":"publisher","DOI":"10.1007\/s10589-009-9284-z"},{"key":"p_14","first-page":"1","author":"Daneshyari M.","year":"2011","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics (99) ("},{"issue":"1","key":"p_15","first-page":"89","volume":"26","author":"Liu Y. M.","year":"2011","journal-title":"Control and Decision"},{"key":"p_19","doi-asserted-by":"publisher","DOI":"10.1080\/03052151003686716"},{"key":"p_23","doi-asserted-by":"publisher","DOI":"10.1109\/4235.985692"},{"key":"p_25","doi-asserted-by":"publisher","DOI":"10.1137\/S1052623496307510"},{"key":"p_29","doi-asserted-by":"publisher","DOI":"10.1162\/evco.1995.3.1.1"},{"key":"p_30","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2004.826067"},{"key":"p_31","first-page":"61801","volume":"51","author":"Goldberg D. E.","year":"1992","journal-title":"Urbana"},{"key":"p_32","doi-asserted-by":"publisher","DOI":"10.1162\/evco.1999.7.3.205"},{"key":"p_33","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2005.861417"},{"key":"p_36","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2009.2016569"},{"key":"p_38","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2009.01.005"},{"key":"p_39","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2005.857610"},{"key":"p_40","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2009.2015054"},{"key":"p_41","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2004.826069"},{"key":"p_42","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2006.883272"},{"key":"p_44","first-page":"2309","volume":"2303","author":"Richards M.","year":"2004","journal-title":"IEEE"},{"key":"p_46","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2008.921005"},{"key":"p_47","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2007.897922"},{"key":"p_48","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2004.826071"},{"key":"p_49","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2008.925757"},{"key":"p_51","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2006.883270"},{"key":"p_58","first-page":"90","volume":"91","author":"Hu X.","year":"2004","journal-title":"IEEE"},{"key":"p_61","doi-asserted-by":"publisher","DOI":"10.1109\/4235.797969"},{"key":"p_64","doi-asserted-by":"publisher","DOI":"10.1109\/4235.996017"},{"key":"p_65","first-page":"25","volume":"2","author":"Fonseca C. M.","year":"2000","journal-title":"Evolutionary Computation"},{"key":"p_67","doi-asserted-by":"publisher","DOI":"10.1162\/106365600568167"},{"key":"p_68","doi-asserted-by":"publisher","DOI":"10.1162\/106365600568202"},{"key":"p_73","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2007.892759"}],"container-title":["International Journal on Artificial Intelligence Tools"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0218213013500152","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,6]],"date-time":"2019-08-06T19:25:12Z","timestamp":1565119512000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0218213013500152"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,6]]},"references-count":34,"journal-issue":{"issue":"03","published-online":{"date-parts":[[2013,6,17]]},"published-print":{"date-parts":[[2013,6]]}},"alternative-id":["10.1142\/S0218213013500152"],"URL":"https:\/\/doi.org\/10.1142\/s0218213013500152","relation":{},"ISSN":["0218-2130","1793-6349"],"issn-type":[{"value":"0218-2130","type":"print"},{"value":"1793-6349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,6]]}}}