{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,10]],"date-time":"2026-03-10T14:14:18Z","timestamp":1773152058841,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":33,"publisher":"ACM","license":[{"start":{"date-parts":[[2008,7,12]],"date-time":"2008-07-12T00:00:00Z","timestamp":1215820800000},"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":[[2008,7,12]]},"DOI":"10.1145\/1389095.1389225","type":"proceedings-article","created":{"date-parts":[[2008,7,22]],"date-time":"2008-07-22T13:46:39Z","timestamp":1216734399000},"page":"649-656","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":62,"title":["Effectiveness of scalability improvement attempts on the performance of NSGA-II for many-objective problems"],"prefix":"10.1145","author":[{"given":"Hisao","family":"Ishibuchi","sequence":"first","affiliation":[{"name":"Osaka Prefecture University, Sakai, Japan"}]},{"given":"Noritaka","family":"Tsukamoto","sequence":"additional","affiliation":[{"name":"Osaka Prefecture University, Sakai, Japan"}]},{"given":"Yasuhiro","family":"Hitotsuyanagi","sequence":"additional","affiliation":[{"name":"Osaka Prefecture University, Sakai, Japan"}]},{"given":"Yusuke","family":"Nojima","sequence":"additional","affiliation":[{"name":"Osaka Prefecture University, Sakai, Japan"}]}],"member":"320","published-online":{"date-parts":[[2008,7,12]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"crossref","DOI":"10.1007\/1-84628-137-7","volume-title":"(eds.) Evolutionary Multiobjective Optimization: Theoretical Advances and Applications","author":"Abraham A.","year":"2005","unstructured":"Abraham , A. , Jain , L. C. , and Goldberg , R . (eds.) Evolutionary Multiobjective Optimization: Theoretical Advances and Applications . Springer , Berlin ( 2005 ).]] Abraham, A., Jain, L. C., and Goldberg, R. (eds.) Evolutionary Multiobjective Optimization: Theoretical Advances and Applications. Springer, Berlin (2005).]]"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0965-9978(00)00110-1"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/11844297_54"},{"key":"e_1_3_2_1_4_1","volume-title":"Proc. of 2007 IEEE Congress on Evolutionary Computation (2007) 2086","author":"Brockhoff D.","year":"2093","unstructured":"Brockhoff , D. , and Zitzler , E . Improving hypervolume-based multiobjective evolutionary algorithms by using objective reduction methods . Proc. of 2007 IEEE Congress on Evolutionary Computation (2007) 2086 -- 2093 .]] Brockhoff, D., and Zitzler, E. Improving hypervolume-based multiobjective evolutionary algorithms by using objective reduction methods. Proc. of 2007 IEEE Congress on Evolutionary Computation (2007) 2086--2093.]]"},{"key":"e_1_3_2_1_5_1","volume-title":"Singapore","author":"Coello C. A. C.","year":"2004","unstructured":"Coello , C. A. C. , and Lamont , G. B . Applications of Multi-Objective Evolutionary Algorithms. World Scientific , Singapore ( 2004 ).]] Coello, C. A. C., and Lamont, G. B. Applications of Multi-Objective Evolutionary Algorithms. World Scientific, Singapore (2004).]]"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-5184-0","volume-title":"Evolutionary Algorithms for Solving Multi-Objective Problems","author":"Coello C. A. C.","year":"2002","unstructured":"Coello , C. A. C. , van Veldhuizen , D. A. , and Lamont , G. B . Evolutionary Algorithms for Solving Multi-Objective Problems . Kluwer , Boston ( 2002 ).]] Coello, C. A. C., van Veldhuizen, D. A., and Lamont, G. B. Evolutionary Algorithms for Solving Multi-Objective Problems. Kluwer, Boston (2002).]]"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/1276958.1277115"},{"key":"e_1_3_2_1_8_1","volume-title":"Multi-Objective Optimization Using Evolutionary Algorithms","author":"Deb K.","year":"2001","unstructured":"Deb , K. Multi-Objective Optimization Using Evolutionary Algorithms . John Wiley & Sons , Chichester ( 2001 ).]] Deb, K. Multi-Objective Optimization Using Evolutionary Algorithms. John Wiley & Sons, Chichester (2001).]]"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/4235.996017"},{"key":"e_1_3_2_1_10_1","volume-title":"No. 2005011, Kanpur Genetic Algorithms Laboratory (KanGAL)","author":"Deb K.","year":"2005","unstructured":"Deb , K. , and Saxena , D. K . On finding Pareto-optimal solutions through dimensionality reduction for certain large-dimensional multi-objective optimization problems. KanGAL Report , No. 2005011, Kanpur Genetic Algorithms Laboratory (KanGAL) , Indian Institute of Technology Kanpur ( 2005 ).]] Deb, K., and Saxena, D. K. On finding Pareto-optimal solutions through dimensionality reduction for certain large-dimensional multi-objective optimization problems. KanGAL Report, No. 2005011, Kanpur Genetic Algorithms Laboratory (KanGAL), Indian Institute of Technology Kanpur (2005).]]"},{"key":"e_1_3_2_1_11_1","volume-title":"Proc. of 2006 IEEE Congress on Evolutionary Computation (2006)","author":"Deb K.","unstructured":"Deb , K. , and Saxena , K . Searching for Pareto-optimal solutions through dimensionality reduction for certain large-dimensional multi-objective optimization problems . Proc. of 2006 IEEE Congress on Evolutionary Computation (2006) 3353--3360.]] Deb, K., and Saxena, K. Searching for Pareto-optimal solutions through dimensionality reduction for certain large-dimensional multi-objective optimization problems. Proc. of 2006 IEEE Congress on Evolutionary Computation (2006) 3353--3360.]]"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/1143997.1144112"},{"key":"e_1_3_2_1_13_1","series-title":"Lecture Notes in Computer Science 1993: Evolutionary Multi-Criterion Optimization - EMO","volume-title":"Multi-objective optimization based on relation favour","author":"Drechsler N.","year":"2001","unstructured":"Drechsler , N. , Drechsler , R. , and Becker , B . Multi-objective optimization based on relation favour . Lecture Notes in Computer Science 1993: Evolutionary Multi-Criterion Optimization - EMO 2001 , Springer , Berlin (2001) 154--166.]] Drechsler, N., Drechsler, R., and Becker, B. Multi-objective optimization based on relation favour. Lecture Notes in Computer Science 1993: Evolutionary Multi-Criterion Optimization - EMO 2001, Springer, Berlin (2001) 154--166.]]"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-31880-4_2"},{"key":"e_1_3_2_1_15_1","volume-title":"Proc. of 2005 IEEE Congress on Evolutionary Computation (2005)","author":"Hughes E. J.","unstructured":"Hughes , E. J. Evolutionary many-objective optimization: Many once or one many? . Proc. of 2005 IEEE Congress on Evolutionary Computation (2005) 222--227.]] Hughes, E. J. Evolutionary many-objective optimization: Many once or one many?. Proc. of 2005 IEEE Congress on Evolutionary Computation (2005) 222--227.]]"},{"key":"e_1_3_2_1_16_1","volume-title":"Proc. of 2007 IEEE Congress on Evolutionary Computation (2007)","author":"Hughes E. J. MSOPS-II","unstructured":"Hughes , E. J. MSOPS-II : A general-purpose many-objective optimizer . Proc. of 2007 IEEE Congress on Evolutionary Computation (2007) 3944--3951.]] Hughes, E. J. MSOPS-II: A general-purpose many-objective optimizer. Proc. of 2007 IEEE Congress on Evolutionary Computation (2007) 3944--3951.]]"},{"key":"e_1_3_2_1_17_1","volume-title":"Proc. of 2001 IEEE Congress on Evolutionary Computation (2001)","author":"Ikeda K.","unstructured":"Ikeda , K. , Kita , H. , and Kobayashi , S . Failure of Pareto-based MOEAs: Does non-dominated really mean near to optimal? . Proc. of 2001 IEEE Congress on Evolutionary Computation (2001) 957--962.]] Ikeda, K., Kita, H., and Kobayashi, S. Failure of Pareto-based MOEAs: Does non-dominated really mean near to optimal?. Proc. of 2001 IEEE Congress on Evolutionary Computation (2001) 957--962.]]"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1007\/11844297_50"},{"key":"e_1_3_2_1_19_1","series-title":"Lecture Notes in Computer Science 4403: Evolutionary Multi-Criterion Optimization - EMO","volume-title":"Optimization of scalarizing functions through evolutionary multiobjective optimization","author":"Ishibuchi H.","year":"2007","unstructured":"Ishibuchi , H. , and Nojima , Y . Optimization of scalarizing functions through evolutionary multiobjective optimization . Lecture Notes in Computer Science 4403: Evolutionary Multi-Criterion Optimization - EMO 2007 , Springer , Berlin (2007) 51--65.]] Ishibuchi, H., and Nojima, Y. Optimization of scalarizing functions through evolutionary multiobjective optimization. Lecture Notes in Computer Science 4403: Evolutionary Multi-Criterion Optimization - EMO 2007, Springer, Berlin (2007) 51--65.]]"},{"key":"e_1_3_2_1_20_1","volume-title":"Proc. of 2007 IEEE Congress on Evolutionary Computation (2007)","author":"Ishibuchi H.","unstructured":"Ishibuchi , H. , Tsukamoto , N. , and Nojima , Y . Iterative approach to indicator-based multiobjective optimization . Proc. of 2007 IEEE Congress on Evolutionary Computation (2007) 3697--3704.]] Ishibuchi, H., Tsukamoto, N., and Nojima, Y. Iterative approach to indicator-based multiobjective optimization. Proc. of 2007 IEEE Congress on Evolutionary Computation (2007) 3697--3704.]]"},{"key":"e_1_3_2_1_21_1","volume-title":"Proc. of 2008 IEEE Congress on Evolutionary Computation (in press).]]","author":"Ishibuchi H.","unstructured":"Ishibuchi , H. , Tsukamoto , N. , and Nojima , Y . Evolutionary many-objective optimization: A short review . Proc. of 2008 IEEE Congress on Evolutionary Computation (in press).]] Ishibuchi, H., Tsukamoto, N., and Nojima, Y. Evolutionary many-objective optimization: A short review. Proc. of 2008 IEEE Congress on Evolutionary Computation (in press).]]"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2002.802873"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2003.06.015"},{"key":"e_1_3_2_1_24_1","series-title":"Lecture Notes in Computer Science 2632: Evolutionary Multi-Criterion Optimization - EMO","volume-title":"Performance scaling of multi-objective evolutionary algorithms","author":"Khara V.","year":"2003","unstructured":"Khara , V. , Yao , X. , and Deb , K . Performance scaling of multi-objective evolutionary algorithms . Lecture Notes in Computer Science 2632: Evolutionary Multi-Criterion Optimization - EMO 2003 , Springer , Berlin (2004) 367--390.]] Khara, V., Yao, X., and Deb, K. Performance scaling of multi-objective evolutionary algorithms. Lecture Notes in Computer Science 2632: Evolutionary Multi-Criterion Optimization - EMO 2003, Springer, Berlin (2004) 367--390.]]"},{"key":"e_1_3_2_1_25_1","series-title":"Lecture Notes in Computer Science 4403: Evolutionary Multi-Criterion Optimization - EMO","volume-title":"Substitute distance assignments in NSGA-II for handling many-objective optimization problems","author":"K\u00f6ppen M.","year":"2007","unstructured":"K\u00f6ppen , M. and Yoshida , K . Substitute distance assignments in NSGA-II for handling many-objective optimization problems . Lecture Notes in Computer Science 4403: Evolutionary Multi-Criterion Optimization - EMO 2007 , Springer , Berlin (2007) 727--741.]] K\u00f6ppen, M. and Yoshida, K. Substitute distance assignments in NSGA-II for handling many-objective optimization problems. Lecture Notes in Computer Science 4403: Evolutionary Multi-Criterion Optimization - EMO 2007, Springer, Berlin (2007) 727--741.]]"},{"key":"e_1_3_2_1_26_1","volume-title":"Proc. of 2007 IEEE Congress on Evolutionary Computation (2007)","author":"Kukkonen S.","unstructured":"Kukkonen , S. , and Lampinen , J . Ranking-dominance and many-objective optimization . Proc. of 2007 IEEE Congress on Evolutionary Computation (2007) 3983--3990.]] Kukkonen, S., and Lampinen, J. Ranking-dominance and many-objective optimization. Proc. of 2007 IEEE Congress on Evolutionary Computation (2007) 3983--3990.]]"},{"key":"e_1_3_2_1_27_1","volume-title":"Proc. of 2003 IEEE Congress on Evolutionary Computation (2003) 2066","author":"Purshouse R. C.","year":"2073","unstructured":"Purshouse , R. C. , and Fleming , P. J . Evolutionary many-objective optimization: An exploratory analysis . Proc. of 2003 IEEE Congress on Evolutionary Computation (2003) 2066 -- 2073 .]] Purshouse, R. C., and Fleming, P. J. Evolutionary many-objective optimization: An exploratory analysis. Proc. of 2003 IEEE Congress on Evolutionary Computation (2003) 2066--2073.]]"},{"key":"e_1_3_2_1_28_1","series-title":"Lecture Notes in Computer Science 4403: Evolutionary Multi-Criterion Optimization - EMO","volume-title":"Controlling dominance area of solutions and its impact on the performance of MOEAs","author":"Sato H.","year":"2007","unstructured":"Sato , H. , Aguirre , H. E. , and Tanaka , K . Controlling dominance area of solutions and its impact on the performance of MOEAs . Lecture Notes in Computer Science 4403: Evolutionary Multi-Criterion Optimization - EMO 2007 , Springer , Berlin (2007) 5--20.]] Sato, H., Aguirre, H. E., and Tanaka, K. Controlling dominance area of solutions and its impact on the performance of MOEAs. Lecture Notes in Computer Science 4403: Evolutionary Multi-Criterion Optimization - EMO 2007, Springer, Berlin (2007) 5--20.]]"},{"key":"e_1_3_2_1_29_1","series-title":"Lecture Notes in Computer Science 4403: Evolutionary Multi-Criterion Optimization - EMO","volume-title":"Robust multi-objective optimization in high dimensional spaces","author":"S\u00fclflow A.","year":"2007","unstructured":"S\u00fclflow , A. , Drechsler , N. , and Drechsler , R . Robust multi-objective optimization in high dimensional spaces . Lecture Notes in Computer Science 4403: Evolutionary Multi-Criterion Optimization - EMO 2007 , Springer , Berlin (2007) 715--726.]] S\u00fclflow, A., Drechsler, N., and Drechsler, R. Robust multi-objective optimization in high dimensional spaces. Lecture Notes in Computer Science 4403: Evolutionary Multi-Criterion Optimization - EMO 2007, Springer, Berlin (2007) 715--726.]]"},{"key":"e_1_3_2_1_30_1","unstructured":"Thiele L. Miettinen K. Korhonen P. J. and Molina J. A preference-based interactive evolutionary algorithm for multiobjective optimization. Helsinki School of Economics Working Paper (2007) W-412.]]  Thiele L. Miettinen K. Korhonen P. J. and Molina J. A preference-based interactive evolutionary algorithm for multiobjective optimization. Helsinki School of Economics Working Paper (2007) W-412.]]"},{"key":"e_1_3_2_1_31_1","series-title":"Lecture Notes in Computer Science 4403: Evolutionary Multi-Criterion Optimization - EMO","volume-title":"Pareto-, aggregation-, and indicator-based methods in many-objective optimization","author":"Wagner T.","year":"2007","unstructured":"Wagner , T. , Beume , N. , and Naujoks , B . Pareto-, aggregation-, and indicator-based methods in many-objective optimization . Lecture Notes in Computer Science 4403: Evolutionary Multi-Criterion Optimization - EMO 2007 , Springer , Berlin (2007) 742--756.]] Wagner, T., Beume, N., and Naujoks, B. Pareto-, aggregation-, and indicator-based methods in many-objective optimization. Lecture Notes in Computer Science 4403: Evolutionary Multi-Criterion Optimization - EMO 2007, Springer, Berlin (2007) 742--756.]]"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2007.892759"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/4235.797969"}],"event":{"name":"GECCO08: Genetic and Evolutionary Computation Conference","location":"Atlanta GA USA","acronym":"GECCO08","sponsor":["SIGEVO ACM Special Interest Group on Genetic and Evolutionary Computation","ACM Association for Computing Machinery"]},"container-title":["Proceedings of the 10th annual conference on Genetic and evolutionary computation"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1389095.1389225","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1389095.1389225","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T13:57:41Z","timestamp":1750255061000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1389095.1389225"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008,7,12]]},"references-count":33,"alternative-id":["10.1145\/1389095.1389225","10.1145\/1389095"],"URL":"https:\/\/doi.org\/10.1145\/1389095.1389225","relation":{},"subject":[],"published":{"date-parts":[[2008,7,12]]},"assertion":[{"value":"2008-07-12","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}