{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,22]],"date-time":"2025-02-22T00:00:24Z","timestamp":1740182424798,"version":"3.37.3"},"reference-count":41,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2023,6,20]],"date-time":"2023-06-20T00:00:00Z","timestamp":1687219200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,6,20]],"date-time":"2023-06-20T00:00:00Z","timestamp":1687219200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"name":"reseach university grant of universiti sains malaysia","award":["1001\/PKOMP\/814274"],"award-info":[{"award-number":["1001\/PKOMP\/814274"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Oper. Res. Forum"],"DOI":"10.1007\/s43069-023-00231-6","type":"journal-article","created":{"date-parts":[[2023,6,20]],"date-time":"2023-06-20T08:01:56Z","timestamp":1687248116000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["$$\\delta$$MOEA\/D-AWACD: Improving Constant-Distance-Based MOEA\/D-AWA Using a Step Function Parameter Control Mechanism"],"prefix":"10.1007","volume":"4","author":[{"given":"How Siang","family":"Chuah","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7308-0035","authenticated-orcid":false,"given":"Li-Pei","family":"Wong","sequence":"additional","affiliation":[]},{"given":"Fadratul Hafinaz","family":"Hassan","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,6,20]]},"reference":[{"issue":"2","key":"231_CR1","doi-asserted-by":"publisher","first-page":"518","DOI":"10.1016\/j.ejor.2013.08.035","volume":"234","author":"R Mansini","year":"2014","unstructured":"Mansini R, Ogryczak W, Speranza MG (2014) Eur J Oper Res 234(2):518","journal-title":"Eur J Oper Res"},{"issue":"3","key":"231_CR2","doi-asserted-by":"publisher","first-page":"856","DOI":"10.1016\/j.ejor.2017.01.032","volume":"260","author":"A Przybylski","year":"2017","unstructured":"Przybylski A, Gandibleux X (2017) Eur J Oper Res 260(3):856","journal-title":"Eur J Oper Res"},{"key":"231_CR3","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.trc.2018.03.025","volume":"91","author":"AM Ham","year":"2018","unstructured":"Ham AM (2018) Transportation research part C: emerging technologies 91:1","journal-title":"Transportation Research Part C: Emerging Technologies"},{"issue":"5","key":"231_CR4","doi-asserted-by":"publisher","first-page":"849","DOI":"10.1007\/s10845-013-0804-4","volume":"25","author":"M Gen","year":"2014","unstructured":"Gen M, Lin L (2014) J Intell Manuf 25(5):849","journal-title":"J Intell Manuf"},{"issue":"4","key":"231_CR5","doi-asserted-by":"publisher","first-page":"607","DOI":"10.1007\/s11047-016-9607-9","volume":"16","author":"W Xiang","year":"2017","unstructured":"Xiang W (2017) Nat Comput 16(4):607","journal-title":"Nat Comput"},{"key":"231_CR6","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1016\/j.cie.2014.11.008","volume":"80","author":"A Zaretalab","year":"2015","unstructured":"Zaretalab A, Hajipour V, Sharifi M, Shahriari MR (2015) Comput Ind Eng 80:33","journal-title":"Comput Ind Eng"},{"key":"231_CR7","unstructured":"Deb K (2001) Multi-objective optimization using evolutionary algorithms, vol.\u00a016 (John Wiley & Sons)"},{"issue":"4","key":"231_CR8","doi-asserted-by":"publisher","first-page":"577","DOI":"10.1109\/TEVC.2013.2281535","volume":"18","author":"K Deb","year":"2013","unstructured":"Deb K, Jain H (2013) IEEE Trans Evol Comput 18(4):577","journal-title":"IEEE Trans Evol Comput"},{"key":"231_CR9","doi-asserted-by":"crossref","unstructured":"Seada H, Deb K (2015) In proceedings of the evolutionary multi-criterion optimization (Springer), pp. 34\u201349","DOI":"10.1007\/978-3-319-15892-1_3"},{"issue":"1","key":"231_CR10","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1007\/s10489-016-0825-8","volume":"46","author":"S Mirjalili","year":"2017","unstructured":"Mirjalili S, Jangir P, Saremi S (2017) Appl Intell 46(1):79","journal-title":"Appl Intell"},{"issue":"6","key":"231_CR11","doi-asserted-by":"publisher","first-page":"712","DOI":"10.1109\/TEVC.2007.892759","volume":"11","author":"Q Zhang","year":"2007","unstructured":"Zhang Q, Li H (2007) IEEE Trans Evol Comput 11(6):712","journal-title":"IEEE Trans Evol Comput"},{"key":"231_CR12","doi-asserted-by":"publisher","first-page":"104","DOI":"10.1016\/j.swevo.2019.02.003","volume":"46","author":"H Li","year":"2019","unstructured":"Li H, Deb K, Zhang Q, Suganthan PN, Chen L (2019) Swarm Evol Comput 46:104","journal-title":"Swarm Evol Comput"},{"issue":"3","key":"231_CR13","first-page":"440","volume":"21","author":"A Trivedi","year":"2016","unstructured":"Trivedi A, Srinivasan D, Sanyal K, Ghosh A (2016) IEEE Trans Evol Comput 21(3):440","journal-title":"IEEE Trans Evol Comput"},{"key":"231_CR14","unstructured":"Ooi YC (2019) Constant-distance based neighbors for multi-objective evolutionary algorithm based on decomposition with dynamic weight vector adjustment. Master\u2019s thesis, School of Computer Sciences, Universiti Sains Malaysia"},{"issue":"2","key":"231_CR15","doi-asserted-by":"publisher","first-page":"231","DOI":"10.1162\/EVCO_a_00109","volume":"22","author":"Y Qi","year":"2014","unstructured":"Qi Y, Ma X, Liu F, Jiao L, Sun J, Wu J (2014) Evol Comput 22(2):231","journal-title":"Evol Comput"},{"key":"231_CR16","unstructured":"Sato H (2015) In proceedings of the 2015 IEEE congress on evolutionary computation (CEC) (IEEE), pp. 2867\u20132874"},{"issue":"10","key":"231_CR17","doi-asserted-by":"publisher","first-page":"3839","DOI":"10.1007\/s10489-018-1183-5","volume":"48","author":"W Zheng","year":"2018","unstructured":"Zheng W, Tan Y, Meng L, Zhang H (2018) Appl Intell 48(10):3839","journal-title":"Appl Intell"},{"key":"231_CR18","doi-asserted-by":"publisher","first-page":"355","DOI":"10.1016\/j.asoc.2019.02.026","volume":"78","author":"Y Su","year":"2019","unstructured":"Su Y, Wang J, Ma L, Wang X, Lin Q, Coello CAC, Chen J (2019) Appl Soft Comput 78:355","journal-title":"Appl Soft Comput"},{"issue":"3","key":"231_CR19","doi-asserted-by":"publisher","first-page":"442","DOI":"10.1109\/TEVC.2011.2166159","volume":"16","author":"SZ Zhao","year":"2012","unstructured":"Zhao SZ, Suganthan PN, Zhang Q (2012) IEEE Trans Evol Comput 16(3):442","journal-title":"IEEE Trans Evol Comput"},{"key":"231_CR20","unstructured":"Chen X, Zhang D, Zeng X (2015) In 2015 IEEE 27th international conference on tools with artificial intelligence (ICTAI) (IEEE), pp. 478\u2013485"},{"issue":"2","key":"231_CR21","doi-asserted-by":"publisher","first-page":"421","DOI":"10.1109\/TCYB.2015.2403131","volume":"46","author":"S Jiang","year":"2015","unstructured":"Jiang S, Yang S (2015) IEEE transactions on cybernetics 46(2):421","journal-title":"IEEE Transactions on Cybernetics"},{"key":"231_CR22","doi-asserted-by":"publisher","first-page":"45274","DOI":"10.1109\/ACCESS.2019.2909290","volume":"7","author":"X Chen","year":"2019","unstructured":"Chen X, Shi C, Zhou A, Wu B, Sheng P (2019) IEEE Access 7:45274","journal-title":"IEEE Access"},{"key":"231_CR23","unstructured":"Zhang Q, Liu W, Li H (2009) In proceedings of the 2009 IEEE congress on evolutionary computation (IEEE), pp. 203\u2013208"},{"issue":"1","key":"231_CR24","doi-asserted-by":"publisher","first-page":"52","DOI":"10.1109\/TEVC.2015.2424251","volume":"20","author":"A Zhou","year":"2015","unstructured":"Zhou A, Zhang Q (2015) IEEE Trans Evol Comput 20(1):52","journal-title":"IEEE Trans Evol Comput"},{"key":"231_CR25","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1016\/j.ins.2019.06.001","volume":"501","author":"P Wang","year":"2019","unstructured":"Wang P, Zhu W, Liu H, Liao B, Cai L, Wei X, Ren S, Yang J (2019) Information Sciences 501:337","journal-title":"Information Sciences"},{"issue":"2","key":"231_CR26","doi-asserted-by":"publisher","first-page":"284","DOI":"10.1109\/TEVC.2008.925798","volume":"13","author":"H Li","year":"2009","unstructured":"Li H, Zhang Q (2009) IEEE Trans Evol Comput 13(2):284","journal-title":"IEEE Trans Evol Comput"},{"key":"231_CR27","doi-asserted-by":"crossref","unstructured":"Gon\u00e7alves RA, Kuk JN, Almeida CP, Venske SM (2015) In Gaspar-Cunha A, Henggeler Antunes C, Coello C (eds) Evolutionary multi-criterion optimization. EMO 2015. Lecture Notes in Computer Science, vol. 9018 (Springer, Cham), pp. 94\u2013108","DOI":"10.1007\/978-3-319-15934-8_7"},{"key":"231_CR28","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.ins.2020.05.082","volume":"539","author":"WX Wang","year":"2020","unstructured":"Wang WX, Li KS, Tao XZ, Gu FH (2020) Inform Sci 539:1","journal-title":"Inform Sci"},{"key":"231_CR29","unstructured":"Chiang TC, Lai YP (2011) In proceedings of the 2011 IEEE congress of evolutionary computation (CEC) (IEEE), pp. 1473\u20131480"},{"key":"231_CR30","doi-asserted-by":"crossref","unstructured":"Eiben AE, Michalewicz Z, Schoenauer M, Smith JE (2007) In Lobo FG, Lima CF, Michalewicz Z (eds) Parameter setting in evolutionary algorithms. Studies in Computational Intelligence, vol.\u00a054 (Springer, Berlin, Heidelberg), pp. 19\u201346","DOI":"10.1007\/978-3-540-69432-8_2"},{"issue":"2","key":"231_CR31","doi-asserted-by":"publisher","first-page":"463","DOI":"10.1016\/j.ejor.2004.08.038","volume":"171","author":"KC Tan","year":"2006","unstructured":"Tan KC, Goh CK, Yang Y, Lee TH (2006) Eur J Oper Res 171(2):463","journal-title":"Eur J Oper Res"},{"issue":"2","key":"231_CR32","doi-asserted-by":"publisher","first-page":"701","DOI":"10.1016\/j.ejor.2008.07.025","volume":"197","author":"KC Tan","year":"2009","unstructured":"Tan KC, Chiam SC, Mamun A, Goh CK (2009) Eur J Oper Res 197(2):701","journal-title":"Eur J Oper Res"},{"key":"231_CR33","unstructured":"Fan Z, Li H, Wei C, Li W, Huang H, Cai X, Cai Z (2016) In proceedings of the 2016 IEEE symposium series on computational intelligence (SSCI) (IEEE), pp. 1\u20138"},{"issue":"16","key":"231_CR34","doi-asserted-by":"publisher","first-page":"4677","DOI":"10.1007\/s00500-016-2076-3","volume":"21","author":"S Yang","year":"2017","unstructured":"Yang S, Jiang S, Jiang Y (2017) Soft Comput 21(16):4677","journal-title":"Soft Comput"},{"key":"231_CR35","doi-asserted-by":"crossref","unstructured":"Li K, Fialho \u00c1, Kwong S (2011) In Coello C.A.C. (eds) Learning and intelligent optimization. LION 2011. Lecture Notes in Computer Science, vol. 6683 (Springer), vol. 6683, pp. 473\u2013487","DOI":"10.1007\/978-3-642-25566-3_37"},{"key":"231_CR36","doi-asserted-by":"publisher","first-page":"94","DOI":"10.1016\/j.cor.2016.08.012","volume":"78","author":"Q Lin","year":"2017","unstructured":"Lin Q, Tang C, Ma Y, Du Z, Li J, Chen J, Ming Z (2017) Comput Oper Res 78:94","journal-title":"Comput Oper Res"},{"key":"231_CR37","doi-asserted-by":"crossref","unstructured":"Oliver JM, Kipouros T, Savill AM (2017) In Emmerich M, Deutz A, Sch\u00fctze O, Legrand P, Tantar E, Tantar AA (eds) EVOLVE \u2013 a bridge between probability, set oriented numerics and evolutionary computation VII. Studies in Computational Intelligence, vol. 662 (Springer, Cham), pp. 111\u2013134","DOI":"10.1007\/978-3-319-49325-1_6"},{"issue":"2","key":"231_CR38","first-page":"115","volume":"9","author":"K Deb","year":"1995","unstructured":"Deb K, Agrawal RB et al (1995) Complex Systems 9(2):115","journal-title":"Complex Systems"},{"issue":"2","key":"231_CR39","doi-asserted-by":"publisher","first-page":"182","DOI":"10.1109\/4235.996017","volume":"6","author":"K Deb","year":"2002","unstructured":"Deb K, Pratap A, Agarwal S, Meyarivan T (2002) IEEE Trans Evol Comput 6(2):182","journal-title":"IEEE Trans Evol Comput"},{"issue":"4","key":"231_CR40","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1109\/MCI.2017.2742868","volume":"12","author":"Y Tian","year":"2017","unstructured":"Tian Y, Cheng R, Zhang X, Jin Y (2017) IEEE Comput Intell Mag 12(4):73","journal-title":"IEEE Comput Intell Mag"},{"key":"231_CR41","unstructured":"Zitzler E, Laumanns M, Thiele L (2001) SPEA2: improving the strength pareto evolutionary algorithm. Tech. Rep. 103, Computer Engineering and Communication Networks Lab (TIK), Swiss Federal Institute of Technology (ETH) Zurich"}],"container-title":["Operations Research Forum"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s43069-023-00231-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s43069-023-00231-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s43069-023-00231-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,28]],"date-time":"2023-09-28T10:39:12Z","timestamp":1695897552000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s43069-023-00231-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,20]]},"references-count":41,"journal-issue":{"issue":"3","published-online":{"date-parts":[[2023,9]]}},"alternative-id":["231"],"URL":"https:\/\/doi.org\/10.1007\/s43069-023-00231-6","relation":{},"ISSN":["2662-2556"],"issn-type":[{"type":"electronic","value":"2662-2556"}],"subject":[],"published":{"date-parts":[[2023,6,20]]},"assertion":[{"value":"26 August 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 May 2023","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 June 2023","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare no competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of Interest"}}],"article-number":"51"}}