{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:25:53Z","timestamp":1750220753056,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":42,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,7,8]],"date-time":"2020-07-08T00:00:00Z","timestamp":1594166400000},"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":[[2020,7,8]]},"DOI":"10.1145\/3377929.3398104","type":"proceedings-article","created":{"date-parts":[[2020,8,26]],"date-time":"2020-08-26T15:27:01Z","timestamp":1598455621000},"page":"1872-1879","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Visual mapping of multi-objective optimization problems and evolutionary algorithms"],"prefix":"10.1145","author":[{"given":"Kohei","family":"Yamamoto","sequence":"first","affiliation":[{"name":"The University of Electro-Communications, Tokyo, Japan"}]},{"given":"Tomoaki","family":"Takagi","sequence":"additional","affiliation":[{"name":"The University of Electro-Communications, Tokyo, Japan"}]},{"given":"Keiki","family":"Takadama","sequence":"additional","affiliation":[{"name":"The University of Electro-Communications, Tokyo, Japan"}]},{"given":"Hiroyuki","family":"Sato","sequence":"additional","affiliation":[{"name":"The University of Electro-Communications, Tokyo, Japan"}]}],"member":"320","published-online":{"date-parts":[[2020,7,8]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/4235.585893"},{"key":"e_1_3_2_1_2_1","first-page":"2809","volume-title":"Proc. of the IEEE Symposium Series on Computational Intelligence","author":"Kakuguchi M.","year":"2017","unstructured":"M. Kakuguchi , M. Miyakawa , K. Takadama , H. Sato , \" Multi-Objetive Optimization Problem Mapping Based on Algorithmic Parameter Rankings ,\" Proc. of the IEEE Symposium Series on Computational Intelligence , pp. 2809 -- 2816 , 2017 . M. Kakuguchi, M. Miyakawa, K. Takadama, H. Sato, \"Multi-Objetive Optimization Problem Mapping Based on Algorithmic Parameter Rankings,\" Proc. of the IEEE Symposium Series on Computational Intelligence, pp. 2809--2816, 2017."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2007.892759"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2017.2742868"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/4235.996017"},{"key":"e_1_3_2_1_6_1","first-page":"825","article-title":"Scalable multi-objective optimization test problems","author":"Deb K.","year":"2002","unstructured":"K. Deb , L. Thiele , M. Laumanns , E. Zitzler , \" Scalable multi-objective optimization test problems ,\" Proc. of the IEEE Congress on Evolutionary Computation , pp. 825 -- 830 , 2002 . K. Deb, L. Thiele, M. Laumanns, E. Zitzler, \"Scalable multi-objective optimization test problems,\" Proc. of the IEEE Congress on Evolutionary Computation, pp. 825--830, 2002.","journal-title":"Proc. of the IEEE Congress on Evolutionary Computation"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/4235.797969"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"crossref","unstructured":"T.F. Cox M.A. Cox. Multidimensional Scaling Chapman & Hall\/CRC 2000.  T.F. Cox M.A. Cox. Multidimensional Scaling Chapman & Hall\/CRC 2000.","DOI":"10.1201\/9780367801700"},{"key":"e_1_3_2_1_9_1","volume-title":"Modern Multidimensional Scaling: Theory and Applications","author":"Borg I.","year":"2005","unstructured":"I. Borg , P. Groenen , Modern Multidimensional Scaling: Theory and Applications , Springer Verlag , 2005 . I. Borg, P. Groenen, Modern Multidimensional Scaling: Theory and Applications, Springer Verlag, 2005."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.2307\/2347111"},{"key":"e_1_3_2_1_11_1","first-page":"2005011","article-title":"On Finding Pareto-Optimal Solutions Through Dimensionality Reduction for Certain Large-Dimensional Multi-Objective Optimization Problems","author":"Deb K.","year":"2005","unstructured":"K. Deb , D. Saxena , \" On Finding Pareto-Optimal Solutions Through Dimensionality Reduction for Certain Large-Dimensional Multi-Objective Optimization Problems ,\" KanGAL Report 2005011 , 2005 . K. Deb, D. Saxena, \"On Finding Pareto-Optimal Solutions Through Dimensionality Reduction for Certain Large-Dimensional Multi-Objective Optimization Problems,\" KanGAL Report 2005011, 2005.","journal-title":"KanGAL Report"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2281535"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2281534"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2005.861417"},{"key":"e_1_3_2_1_15_1","first-page":"173","volume-title":"Empirical Results,\" Evolutionary Computation","author":"Zitzler E.","year":"2000","unstructured":"E. Zitzler , K. Deb , L. Thiele , \" Comparison of Multiobjective Evolutionary Algorithms : Empirical Results,\" Evolutionary Computation , MIT Press , Vol . 8 (2), pp. 173 -- 195 , 2000 . E. Zitzler, K. Deb, L. Thiele, \"Comparison of Multiobjective Evolutionary Algorithms: Empirical Results,\" Evolutionary Computation, MIT Press, Vol. 8 (2), pp. 173--195, 2000."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2015.06.007"},{"key":"e_1_3_2_1_17_1","first-page":"443","article-title":"GDE3: The third evolution step of generalized differential evolution","author":"Kukkonen S.","year":"2005","unstructured":"S. Kukkonen , J. Lampinen , \" GDE3: The third evolution step of generalized differential evolution ,\" Proc. of the IEEE Congress on Evolutionary Computation , pp. 443 -- 450 , 2005 . S. Kukkonen, J. Lampinen, \"GDE3: The third evolution step of generalized differential evolution,\" Proc. of the IEEE Congress on Evolutionary Computation, pp. 443--450, 2005.","journal-title":"Proc. of the IEEE Congress on Evolutionary Computation"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2012.2227145"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1162\/evco_a_00009"},{"key":"e_1_3_2_1_20_1","first-page":"832","article-title":"Indicator-based selection in multiobjective search","author":"Zitzler E.","year":"2004","unstructured":"E. Zitzler , S. Kunzli , \" Indicator-based selection in multiobjective search ,\" Proc. of the International Conference on Parallel Problem Solving from Nature , pp. 832 -- 842 , 2004 . E. Zitzler, S. Kunzli, \"Indicator-based selection in multiobjective search,\" Proc. of the International Conference on Parallel Problem Solving from Nature, pp. 832--842, 2004.","journal-title":"Proc. of the International Conference on Parallel Problem Solving from Nature"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2014.2378512"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1162\/evco.2007.15.1.1"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1162\/evco_a_00109"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2015.2507366"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2014.2373386"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2008.925798"},{"key":"e_1_3_2_1_27_1","first-page":"203","article-title":"The performance of a new version of MOEA\/D on CEC09 unconstrained MOP test instances","author":"Zhang Q.","year":"2009","unstructured":"Q. Zhang , W. Liu , H. Li , \" The performance of a new version of MOEA\/D on CEC09 unconstrained MOP test instances ,\" Proc. of the IEEE Congress on Evolutionary Computation , pp. 203 -- 208 , 2009 . Q. Zhang, W. Liu, H. Li, \"The performance of a new version of MOEA\/D on CEC09 unconstrained MOP test instances,\" Proc. of the IEEE Congress on Evolutionary Computation, pp. 203--208, 2009.","journal-title":"Proc. of the IEEE Congress on Evolutionary Computation"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2281533"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2293776"},{"key":"e_1_3_2_1_30_1","first-page":"679","article-title":"Improved metaheuristic based on the R2 indicator for many-objective optimization","author":"Gomez R. H.","year":"2015","unstructured":"R. H. Gomez , C. A. C. Coello , \" Improved metaheuristic based on the R2 indicator for many-objective optimization ,\" Proc. of the Annual Conference on Genetic and Evolutionary Computation , pp. 679 -- 686 , 2015 . R. H. Gomez, C. A. C. Coello, \"Improved metaheuristic based on the R2 indicator for many-objective optimization,\" Proc. of the Annual Conference on Genetic and Evolutionary Computation, pp. 679--686, 2015.","journal-title":"Proc. of the Annual Conference on Genetic and Evolutionary Computation"},{"key":"e_1_3_2_1_31_1","first-page":"1051","article-title":"MOPSO: A proposal for multiple objective particle swarm optimization","author":"Coello C. A. C.","year":"2002","unstructured":"C. A. C. Coello , M. S. Lechuga , \" MOPSO: A proposal for multiple objective particle swarm optimization ,\" Proc. of the IEEE Congress on Evolutionary Computation , pp. 1051 -- 1056 , 2002 . C. A. C. Coello, M. S. Lechuga, \"MOPSO: A proposal for multiple objective particle swarm optimization,\" Proc. of the IEEE Congress on Evolutionary Computation, pp. 1051--1056, 2002.","journal-title":"Proc. of the IEEE Congress on Evolutionary Computation"},{"key":"e_1_3_2_1_32_1","first-page":"3944","article-title":"MSOPS-II: A general-purpose many-objective optimiser","author":"Hughes E. J.","year":"2007","unstructured":"E. J. Hughes , \" MSOPS-II: A general-purpose many-objective optimiser ,\" Proc. of the IEEE Congress on Evolutionary Computation , pp. 3944 -- 3951 , 2007 . E. J. Hughes, \"MSOPS-II: A general-purpose many-objective optimiser,\" Proc. of the IEEE Congress on Evolutionary Computation, pp. 3944--3951, 2007.","journal-title":"Proc. of the IEEE Congress on Evolutionary Computation"},{"key":"e_1_3_2_1_33_1","first-page":"283","article-title":"PESA-II: Region-based selection in evolutionary multiobjective optimization","author":"Corne D. W.","year":"2001","unstructured":"D. W. Corne , N. R. Jerram , J. D. Knowles , M. J. Oates , \" PESA-II: Region-based selection in evolutionary multiobjective optimization ,\" Proc. of the 3rd Annual Conference on Genetic and Evolutionary Computation , pp. 283 -- 290 , 2001 . D. W. Corne, N. R. Jerram, J. D. Knowles, M. J. Oates, \"PESA-II: Region-based selection in evolutionary multiobjective optimization,\" Proc. of the 3rd Annual Conference on Genetic and Evolutionary Computation, pp. 283--290, 2001.","journal-title":"Proc. of the 3rd Annual Conference on Genetic and Evolutionary Computation"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2016.2519378"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-31880-4_5"},{"key":"e_1_3_2_1_36_1","first-page":"95","volume-title":"Improving the strength Pareto evolutionary algorithm,\" Proc. of the Fifth Conference on Evolutionary Methods for Design, Optimization and Control with Applications to Industrial Problems","author":"Zitzler E.","year":"2001","unstructured":"E. Zitzler , M. Laumanns , L. Thiele , \"SPEA2 : Improving the strength Pareto evolutionary algorithm,\" Proc. of the Fifth Conference on Evolutionary Methods for Design, Optimization and Control with Applications to Industrial Problems , pp. 95 -- 100 , 2001 . E. Zitzler, M. Laumanns, L. Thiele, \"SPEA2: Improving the strength Pareto evolutionary algorithm,\" Proc. of the Fifth Conference on Evolutionary Methods for Design, Optimization and Control with Applications to Industrial Problems, pp. 95--100, 2001."},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2262178"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2014.2350987"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2016.2587808"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-36970-8_16"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2015.2420112"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1963.10500845"}],"event":{"name":"GECCO '20: Genetic and Evolutionary Computation Conference","sponsor":["SIGEVO ACM Special Interest Group on Genetic and Evolutionary Computation"],"location":"Canc\u00fan Mexico","acronym":"GECCO '20"},"container-title":["Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3377929.3398104","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3377929.3398104","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:38:56Z","timestamp":1750199936000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3377929.3398104"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7,8]]},"references-count":42,"alternative-id":["10.1145\/3377929.3398104","10.1145\/3377929"],"URL":"https:\/\/doi.org\/10.1145\/3377929.3398104","relation":{},"subject":[],"published":{"date-parts":[[2020,7,8]]},"assertion":[{"value":"2020-07-08","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}