{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T18:28:01Z","timestamp":1780338481628,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":34,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,7,12]],"date-time":"2023-07-12T00:00:00Z","timestamp":1689120000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,7,15]]},"DOI":"10.1145\/3583131.3590521","type":"proceedings-article","created":{"date-parts":[[2023,7,12]],"date-time":"2023-07-12T19:40:19Z","timestamp":1689190819000},"page":"768-776","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Decomposition-Based Multi-Objective Evolutionary Algorithm with Model-Based Ideal Point Estimation"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-5780-353X","authenticated-orcid":false,"given":"Yin","family":"Wu","sequence":"first","affiliation":[{"name":"Southern University of Science and Technology, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-0932-2847","authenticated-orcid":false,"given":"Ruihao","family":"Zheng","sequence":"additional","affiliation":[{"name":"Southern University of Science and Technology, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1152-6780","authenticated-orcid":false,"given":"Zhenkun","family":"Wang","sequence":"additional","affiliation":[{"name":"Southern University of Science and Technology, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2023,7,12]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-12598-1_19"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2017.2744674"},{"key":"e_1_3_2_1_3_1","volume-title":"David A Van Veldhuizen, et al","author":"Coello Coello Carlos A","year":"2007","unstructured":"Carlos A Coello Coello , Gary B Lamont , David A Van Veldhuizen, et al . 2007 . Evolutionary algorithms for solving multi-objective problems. Vol. 5 . Springer . Carlos A Coello Coello, Gary B Lamont, David A Van Veldhuizen, et al. 2007. Evolutionary algorithms for solving multi-objective problems. Vol. 5. Springer."},{"key":"e_1_3_2_1_4_1","volume-title":"Proceedings of the 3rd annual conference on genetic and evolutionary computation. 283--290","author":"Corne David W","year":"2001","unstructured":"David W Corne , Nick R Jerram , Joshua D Knowles , and Martin J Oates . 2001 . PESA-II: Region-based selection in evolutionary multiobjective optimization . In Proceedings of the 3rd annual conference on genetic and evolutionary computation. 283--290 . David W Corne, Nick R Jerram, Joshua D Knowles, and Martin J Oates. 2001. PESA-II: Region-based selection in evolutionary multiobjective optimization. In Proceedings of the 3rd annual conference on genetic and evolutionary computation. 283--290."},{"key":"e_1_3_2_1_5_1","volume-title":"Multi-objective evolutionary optimisation for product design and manufacturing","author":"Deb Kalyanmoy","unstructured":"Kalyanmoy Deb . 2011. Multi-objective optimisation using evolutionary algorithms: an introduction . In Multi-objective evolutionary optimisation for product design and manufacturing . Springer , 3--34. Kalyanmoy Deb. 2011. Multi-objective optimisation using evolutionary algorithms: an introduction. In Multi-objective evolutionary optimisation for product design and manufacturing. Springer, 3--34."},{"key":"e_1_3_2_1_6_1","unstructured":"Kalyanmoy Deb Mayank Goyal etal 1996. A combined genetic adaptive search (GeneAS) for engineering design. Computer Science and informatics 26 (1996) 30--45.  Kalyanmoy Deb Mayank Goyal et al. 1996. A combined genetic adaptive search (GeneAS) for engineering design. Computer Science and informatics 26 (1996) 30--45."},{"key":"e_1_3_2_1_7_1","volume-title":"An evolutionary many-objective optimization algorithm using reference-point-based nondominated sorting approach, part I: solving problems with box constraints","author":"Deb Kalyanmoy","year":"2013","unstructured":"Kalyanmoy Deb and Himanshu Jain . 2013. An evolutionary many-objective optimization algorithm using reference-point-based nondominated sorting approach, part I: solving problems with box constraints . IEEE transactions on evolutionary computation 18, 4 ( 2013 ), 577--601. Kalyanmoy Deb and Himanshu Jain. 2013. An evolutionary many-objective optimization algorithm using reference-point-based nondominated sorting approach, part I: solving problems with box constraints. IEEE transactions on evolutionary computation 18, 4 (2013), 577--601."},{"key":"e_1_3_2_1_8_1","volume-title":"A fast and elitist multiobjective genetic algorithm: NSGA-II","author":"Deb Kalyanmoy","year":"2002","unstructured":"Kalyanmoy Deb , Amrit Pratap , Sameer Agarwal , and TAMT Meyarivan . 2002. A fast and elitist multiobjective genetic algorithm: NSGA-II . IEEE transactions on evolutionary computation 6, 2 ( 2002 ), 182--197. Kalyanmoy Deb, Amrit Pratap, Sameer Agarwal, and TAMT Meyarivan. 2002. A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE transactions on evolutionary computation 6, 2 (2002), 182--197."},{"key":"e_1_3_2_1_9_1","volume-title":"Scalable test problems for evolutionary multiobjective optimization","author":"Deb Kalyanmoy","unstructured":"Kalyanmoy Deb , Lothar Thiele , Marco Laumanns , and Eckart Zitzler . 2005. Scalable test problems for evolutionary multiobjective optimization . Springer . Kalyanmoy Deb, Lothar Thiele, Marco Laumanns, and Eckart Zitzler. 2005. Scalable test problems for evolutionary multiobjective optimization. Springer."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/SMC52423.2021.9658650"},{"key":"e_1_3_2_1_11_1","volume-title":"International journal of emerging technology and advanced engineering 2, 5","author":"Gupta Deepti","year":"2012","unstructured":"Deepti Gupta and Shabina Ghafir . 2012. An overview of methods maintaining diversity in genetic algorithms . International journal of emerging technology and advanced engineering 2, 5 ( 2012 ), 56--60. Deepti Gupta and Shabina Ghafir. 2012. An overview of methods maintaining diversity in genetic algorithms. International journal of emerging technology and advanced engineering 2, 5 (2012), 56--60."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2005.861417"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2016.7844861"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1007\/s40747-017-0061-9"},{"key":"e_1_3_2_1_15_1","volume-title":"Interrelationship-based selection for decomposition multiobjective optimization","author":"Li Ke","year":"2014","unstructured":"Ke Li , Sam Kwong , Qingfu Zhang , and Kalyanmoy Deb . 2014. Interrelationship-based selection for decomposition multiobjective optimization . IEEE transactions on cybernetics 45, 10 ( 2014 ), 2076--2088. Ke Li, Sam Kwong, Qingfu Zhang, and Kalyanmoy Deb. 2014. Interrelationship-based selection for decomposition multiobjective optimization. IEEE transactions on cybernetics 45, 10 (2014), 2076--2088."},{"key":"e_1_3_2_1_16_1","first-page":"408","article-title":"Investigating the effect of imbalance between convergence and diversity in evolutionary multiobjective algorithms","volume":"21","author":"Liu Hai-Lin","year":"2016","unstructured":"Hai-Lin Liu , Lei Chen , Kalyanmoy Deb , and Erik D Goodman . 2016 . Investigating the effect of imbalance between convergence and diversity in evolutionary multiobjective algorithms . IEEE Transactions on Evolutionary Computation 21 , 3 (2016), 408 -- 425 . Hai-Lin Liu, Lei Chen, Kalyanmoy Deb, and Erik D Goodman. 2016. Investigating the effect of imbalance between convergence and diversity in evolutionary multiobjective algorithms. IEEE Transactions on Evolutionary Computation 21, 3 (2016), 408--425.","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2017.2725902"},{"key":"e_1_3_2_1_18_1","volume-title":"Decomposition of a multiobjective optimization problem into a number of simple multiobjective subproblems","author":"Liu Hai-Lin","year":"2013","unstructured":"Hai-Lin Liu , Fangqing Gu , and Qingfu Zhang . 2013. Decomposition of a multiobjective optimization problem into a number of simple multiobjective subproblems . IEEE transactions on evolutionary computation 18, 3 ( 2013 ), 450--455. Hai-Lin Liu, Fangqing Gu, and Qingfu Zhang. 2013. Decomposition of a multiobjective optimization problem into a number of simple multiobjective subproblems. IEEE transactions on evolutionary computation 18, 3 (2013), 450--455."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2281533"},{"key":"e_1_3_2_1_20_1","first-page":"439","article-title":"Adapting reference vectors and scalarizing functions by growing neural gas to handle irregular Pareto fronts","volume":"24","author":"Liu Yiping","year":"2019","unstructured":"Yiping Liu , Hisao Ishibuchi , Naoki Masuyama , and Yusuke Nojima . 2019 . Adapting reference vectors and scalarizing functions by growing neural gas to handle irregular Pareto fronts . IEEE Transactions on Evolutionary Computation 24 , 3 (2019), 439 -- 453 . Yiping Liu, Hisao Ishibuchi, Naoki Masuyama, and Yusuke Nojima. 2019. Adapting reference vectors and scalarizing functions by growing neural gas to handle irregular Pareto fronts. IEEE Transactions on Evolutionary Computation 24, 3 (2019), 439--453.","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"e_1_3_2_1_21_1","volume-title":"Nonlinear multiobjective optimization","author":"Miettinen Kaisa","unstructured":"Kaisa Miettinen . 2012. Nonlinear multiobjective optimization . Vol. 12 . Springer Science & Business Media . Kaisa Miettinen. 2012. Nonlinear multiobjective optimization. Vol. 12. Springer Science & Business Media."},{"key":"e_1_3_2_1_22_1","volume-title":"Universal approximation using radial-basis-function networks. Neural computation 3, 2","author":"Park Jooyoung","year":"1991","unstructured":"Jooyoung Park and Irwin W Sandberg . 1991. Universal approximation using radial-basis-function networks. Neural computation 3, 2 ( 1991 ), 246--257. Jooyoung Park and Irwin W Sandberg. 1991. Universal approximation using radial-basis-function networks. Neural computation 3, 2 (1991), 246--257."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2017.2742868"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2018.2866854"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2022.3186546"},{"key":"e_1_3_2_1_26_1","volume-title":"Guiding evolutionary multiobjective optimization with generic front modeling","author":"Tian Ye","year":"2018","unstructured":"Ye Tian , Xingyi Zhang , Ran Cheng , Cheng He , and Yaochu Jin . 2018. Guiding evolutionary multiobjective optimization with generic front modeling . IEEE transactions on cybernetics 50, 3 ( 2018 ), 1106--1119. Ye Tian, Xingyi Zhang, Ran Cheng, Cheng He, and Yaochu Jin. 2018. Guiding evolutionary multiobjective optimization with generic front modeling. IEEE transactions on cybernetics 50, 3 (2018), 1106--1119."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2017.04.002"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2018.2844286"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2018.2872453"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2021.3126341"},{"key":"e_1_3_2_1_31_1","volume-title":"Adaptive replacement strategies for MOEA\/D","author":"Wang Zhenkun","year":"2015","unstructured":"Zhenkun Wang , Qingfu Zhang , Aimin Zhou , Maoguo Gong , and Licheng Jiao . 2015. Adaptive replacement strategies for MOEA\/D . IEEE transactions on cybernetics 46, 2 ( 2015 ), 474--486. Zhenkun Wang, Qingfu Zhang, Aimin Zhou, Maoguo Gong, and Licheng Jiao. 2015. Adaptive replacement strategies for MOEA\/D. IEEE transactions on cybernetics 46, 2 (2015), 474--486."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2021.3049712"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2007.892759"},{"key":"e_1_3_2_1_34_1","volume-title":"Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach","author":"Zitzler Eckart","year":"1999","unstructured":"Eckart Zitzler and Lothar Thiele . 1999. Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach . IEEE transactions on Evolutionary Computation 3, 4 ( 1999 ), 257--271. Eckart Zitzler and Lothar Thiele. 1999. Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach. IEEE transactions on Evolutionary Computation 3, 4 (1999), 257--271."}],"event":{"name":"GECCO '23: Genetic and Evolutionary Computation Conference","location":"Lisbon Portugal","acronym":"GECCO '23","sponsor":["SIGEVO ACM Special Interest Group on Genetic and Evolutionary Computation"]},"container-title":["Proceedings of the Genetic and Evolutionary Computation Conference"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3583131.3590521","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3583131.3590521","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:37:44Z","timestamp":1750178264000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3583131.3590521"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,7,12]]},"references-count":34,"alternative-id":["10.1145\/3583131.3590521","10.1145\/3583131"],"URL":"https:\/\/doi.org\/10.1145\/3583131.3590521","relation":{},"subject":[],"published":{"date-parts":[[2023,7,12]]},"assertion":[{"value":"2023-07-12","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}