{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T00:28:46Z","timestamp":1772497726037,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":24,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,7,13]],"date-time":"2019-07-13T00:00:00Z","timestamp":1562976000000},"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":[[2019,7,13]]},"DOI":"10.1145\/3321707.3321854","type":"proceedings-article","created":{"date-parts":[[2019,7,3]],"date-time":"2019-07-03T13:48:04Z","timestamp":1562161684000},"page":"1021-1029","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":16,"title":["Promoting semantic diversity in multi-objective genetic programming"],"prefix":"10.1145","author":[{"given":"Edgar","family":"Galv\u00e1n","sequence":"first","affiliation":[{"name":"Maynooth University, Ireland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marc","family":"Schoenauer","sequence":"additional","affiliation":[{"name":"Universit\u00e9 Paris-Saclay, France"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2019,7,13]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"D.J. Newman A. Asuncion. 2007. UCI Machine Learning Repository. (2007). http:\/\/www.ics.uci.edu\/$\\simmlearn\/  D.J. Newman A. Asuncion. 2007. UCI Machine Learning Repository. (2007). http:\/\/www.ics.uci.edu\/$\\simmlearn\/"},{"key":"e_1_3_2_1_2_1","volume-title":"Evolutionary Computation, 2008. CEC 2008. (IEEE World Congress on Computational Intelligence). 111 --116","author":"Beadle L.","unstructured":"L. Beadle and C.G. Johnson . 2008. Semantically driven crossover in genetic programming . In Evolutionary Computation, 2008. CEC 2008. (IEEE World Congress on Computational Intelligence). 111 --116 . L. Beadle and C.G. Johnson. 2008. Semantically driven crossover in genetic programming. In Evolutionary Computation, 2008. CEC 2008. (IEEE World Congress on Computational Intelligence). 111 --116."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2012.2199119"},{"key":"e_1_3_2_1_4_1","volume-title":"Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546)","volume":"1","author":"Bleuler S.","unstructured":"S. Bleuler , M. Brack , L. Thiele , and E. Zitzler . 2001. Multiobjective genetic programming: reducing bloat using SPEA2 . In Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546) , Vol. 1 . 536--543 vol. 1. S. Bleuler, M. Brack, L. Thiele, and E. Zitzler. 2001. Multiobjective genetic programming: reducing bloat using SPEA2. In Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546), Vol. 1. 536--543 vol. 1."},{"key":"e_1_3_2_1_5_1","volume-title":"Van Veldhuizen","author":"Coello Coello Carlos A.","year":"2006","unstructured":"Carlos A. Coello Coello , Gary B. Lamont , and David A . Van Veldhuizen . 2006 . Evolutionary Algorithms for Solving Multi-Objective Problems (Genetic and Evolutionary Computation). Springer-Verlag New York , Inc., Secaucus, NJ, USA. Carlos A. Coello Coello, Gary B. Lamont, and David A. Van Veldhuizen. 2006. Evolutionary Algorithms for Solving Multi-Objective Problems (Genetic and Evolutionary Computation). Springer-Verlag New York, Inc., Secaucus, NJ, USA."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/4235.996017"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10710-018-9325-4"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3205455.3205592"},{"key":"e_1_3_2_1_9_1","volume-title":"2013 IEEE Congress on Evolutionary Computation. 2972--2979","author":"Galv\u00e1n-L\u00f3pez E.","unstructured":"E. Galv\u00e1n-L\u00f3pez , B. Cody-Kenny , L. Trujillo , and A. Kattan . 2013. Using semantics in the selection mechanism in Genetic Programming: A simple method for promoting semantic diversity . In 2013 IEEE Congress on Evolutionary Computation. 2972--2979 . E. Galv\u00e1n-L\u00f3pez, B. Cody-Kenny, L. Trujillo, and A. Kattan. 2013. Using semantics in the selection mechanism in Genetic Programming: A simple method for promoting semantic diversity. In 2013 IEEE Congress on Evolutionary Computation. 2972--2979."},{"key":"e_1_3_2_1_10_1","volume-title":"Proceedings, Julia Handl et al. (Eds.). Springer, 353--363","author":"Galv\u00e1n-L\u00f3pez Edgar","year":"2016","unstructured":"Edgar Galv\u00e1n-L\u00f3pez , Efr\u00e9n Mezura-Montes , Ouassim Ait ElHara , and Marc Schoenauer . 2016 . On the Use of Semantics in Multi-objective Genetic Programming. In Parallel Problem Solving from Nature - PPSN XIV: 14th International Conference, Edinburgh, UK, September 17--21, 2016 , Proceedings, Julia Handl et al. (Eds.). Springer, 353--363 . Edgar Galv\u00e1n-L\u00f3pez, Efr\u00e9n Mezura-Montes, Ouassim Ait ElHara, and Marc Schoenauer. 2016. On the Use of Semantics in Multi-objective Genetic Programming. In Parallel Problem Solving from Nature - PPSN XIV: 14th International Conference, Edinburgh, UK, September 17--21, 2016, Proceedings, Julia Handl et al. (Eds.). Springer, 353--363."},{"key":"e_1_3_2_1_11_1","volume-title":"Advances in Soft Computing, Obdulia Pichardo-Lagunas and Sabino Miranda-Jim\u00e9nez (Eds.)","author":"Galv\u00e1n-L\u00f3pez Edgar","unstructured":"Edgar Galv\u00e1n-L\u00f3pez , Lucia V\u00e1zquez-Mendoza , and Leonardo Trujillo . 2016. Stochastic Semantic-Based Multi-Objective Genetic Programming Optimisation for Classification of Imbalanced Data . In Advances in Soft Computing, Obdulia Pichardo-Lagunas and Sabino Miranda-Jim\u00e9nez (Eds.) . Springer , Chapter 22, 261--272. Edgar Galv\u00e1n-L\u00f3pez, Lucia V\u00e1zquez-Mendoza, and Leonardo Trujillo. 2016. Stochastic Semantic-Based Multi-Objective Genetic Programming Optimisation for Classification of Imbalanced Data. In Advances in Soft Computing, Obdulia Pichardo-Lagunas and Sabino Miranda-Jim\u00e9nez (Eds.). Springer, Chapter 22, 261--272."},{"key":"e_1_3_2_1_12_1","volume-title":"Genetic Programming: On the Programming of Computers by Means of Natural Selection","author":"Koza John R.","year":"1992","unstructured":"John R. Koza . 1992 . Genetic Programming: On the Programming of Computers by Means of Natural Selection . MIT Press , Cambridge, MA, USA . John R. Koza. 1992. Genetic Programming: On the Programming of Computers by Means of Natural Selection. MIT Press, Cambridge, MA, USA."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.5555\/1792694.1792707"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-32937-1_3"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-01181-8_25"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2014.2321259"},{"key":"e_1_3_2_1_17_1","volume-title":"Phenotypic Mutation Rates and Problem Hardness. In Foundations of Genetic Algorithms, Christopher R","author":"Poli Riccardo","unstructured":"Riccardo Poli and Edgar Galv\u00e1n-L\u00f3pez . 2007. On the Effects of Bit-Wise Neutrality on Fitness Distance Correlation , Phenotypic Mutation Rates and Problem Hardness. In Foundations of Genetic Algorithms, Christopher R . Stephens, Marc Toussaint, Darrell Whitley, and Peter F. Stadler (Eds.). Springer Berlin Heidelberg , Berlin, Heidelberg , 138--164. Riccardo Poli and Edgar Galv\u00e1n-L\u00f3pez. 2007. On the Effects of Bit-Wise Neutrality on Fitness Distance Correlation, Phenotypic Mutation Rates and Problem Hardness. In Foundations of Genetic Algorithms, Christopher R. Stephens, Marc Toussaint, Darrell Whitley, and Peter F. Stadler (Eds.). Springer Berlin Heidelberg, Berlin, Heidelberg, 138--164."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2013.2293418"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10710-010-9121-2"},{"key":"e_1_3_2_1_20_1","volume-title":"Bob Mckay, and Edgar Galv\u00e1n-L\u00f3pez.","author":"Uy Nguyen Quang","year":"2010","unstructured":"Nguyen Quang Uy , Michael O'Neill , Nguyen Xuan Hoai , Bob Mckay, and Edgar Galv\u00e1n-L\u00f3pez. 2010 . Semantic Similarity Based Crossover in GP : The Case for Real-Valued Function Regression. Springer Berlin Heidelberg , Berlin, Heidelberg, 170--181. Nguyen Quang Uy, Michael O'Neill, Nguyen Xuan Hoai, Bob Mckay, and Edgar Galv\u00e1n-L\u00f3pez. 2010. Semantic Similarity Based Crossover in GP: The Case for Real-Valued Function Regression. Springer Berlin Heidelberg, Berlin, Heidelberg, 170--181."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-37207-0_18"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10710-013-9210-0"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2006.12.011"},{"key":"e_1_3_2_1_24_1","volume-title":"The Hypervolume Indicator Revisited: On the Design of Pareto-compliant Indicators Via Weighted Integration","author":"Zitzler Eckart","unstructured":"Eckart Zitzler , Dimo Brockhoff , and Lothar Thiele . 2007. The Hypervolume Indicator Revisited: On the Design of Pareto-compliant Indicators Via Weighted Integration . Springer Berlin Heidelberg, Berlin , Heidelberg , 862--876. Eckart Zitzler, Dimo Brockhoff, and Lothar Thiele. 2007. The Hypervolume Indicator Revisited: On the Design of Pareto-compliant Indicators Via Weighted Integration. Springer Berlin Heidelberg, Berlin, Heidelberg, 862--876."}],"event":{"name":"GECCO '19: Genetic and Evolutionary Computation Conference","location":"Prague Czech Republic","acronym":"GECCO '19","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\/3321707.3321854","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3321707.3321854","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T00:25:29Z","timestamp":1750206329000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3321707.3321854"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7,13]]},"references-count":24,"alternative-id":["10.1145\/3321707.3321854","10.1145\/3321707"],"URL":"https:\/\/doi.org\/10.1145\/3321707.3321854","relation":{},"subject":[],"published":{"date-parts":[[2019,7,13]]},"assertion":[{"value":"2019-07-13","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}