{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,21]],"date-time":"2026-08-21T13:12:24Z","timestamp":1787317944675,"version":"build-2736575974"},"publisher-location":"New York, NY, USA","reference-count":26,"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\/3321707.3321758","type":"proceedings-article","created":{"date-parts":[[2019,7,3]],"date-time":"2019-07-03T09:48:04Z","timestamp":1562147284000},"page":"1084-1092","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":41,"title":["Linear scaling with and within semantic backpropagation-based genetic programming for symbolic regression"],"prefix":"10.1145","author":[{"given":"Marco","family":"Virgolin","sequence":"first","affiliation":[{"name":"Centrum Wiskunde &amp; Informatica Amsterdam, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tanja","family":"Alderliesten","sequence":"additional","affiliation":[{"name":"University of Amsterdam, Amsterdam, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peter A. N.","family":"Bosman","sequence":"additional","affiliation":[{"name":"Centrum Wiskunde &amp; Informatica, Amsterdam, The Netherlands and Delft University of Technology, Delft, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2019,7,13]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cor.2009.02.015"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/361002.361007"},{"key":"e_1_3_2_1_3_1","volume-title":"Improving Generalisation of Genetic Programming for Symbolic Regression with Angle-Driven Geometric Semantic Operators","author":"Chen Qi","year":"2018","unstructured":"Qi Chen , Bing Xue , and Mengjie Zhang . 2018. Improving Generalisation of Genetic Programming for Symbolic Regression with Angle-Driven Geometric Semantic Operators . IEEE Transactions on Evolutionary Computation ( 2018 ). Qi Chen, Bing Xue, and Mengjie Zhang. 2018. Improving Generalisation of Genetic Programming for Symbolic Regression with Angle-Driven Geometric Semantic Operators. IEEE Transactions on Evolutionary Computation (2018)."},{"key":"e_1_3_2_1_4_1","volume-title":"Asia-Pacific Conference on Simulated Evolution and Learning","author":"Chen Qi","unstructured":"Qi Chen , Mengjie Zhang , and Bing Xue . 2017. Geometric Semantic Genetic Programming with Perpendicular Crossover and Random Segment Mutation for Symbolic Regression . In Asia-Pacific Conference on Simulated Evolution and Learning . Springer , 422--434. Qi Chen, Mengjie Zhang, and Bing Xue. 2017. Geometric Semantic Genetic Programming with Perpendicular Crossover and Random Segment Mutation for Symbolic Regression. In Asia-Pacific Conference on Simulated Evolution and Learning. Springer, 422--434."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-01181-8_6"},{"key":"e_1_3_2_1_6_1","first-page":"1","article-title":"Statistical comparisons of classifiers over multiple data sets","author":"Dem\u0161ar Janez","year":"2006","unstructured":"Janez Dem\u0161ar . 2006 . Statistical comparisons of classifiers over multiple data sets . Journal of Machine learning research 7 , Jan (2006), 1 -- 30 . Janez Dem\u0161ar. 2006. Statistical comparisons of classifiers over multiple data sets. Journal of Machine learning research 7, Jan (2006), 1--30.","journal-title":"Journal of Machine learning research 7"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010070616149"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/2739480.2754697"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/355744.355745"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1162\/evco.1999.7.3.231"},{"key":"e_1_3_2_1_11_1","volume-title":"Hemant Kumar Singh, and Tapabrata Ray","author":"Huynh Quang Nhat","year":"2018","unstructured":"Quang Nhat Huynh , Shelvin Chand , Hemant Kumar Singh, and Tapabrata Ray . 2018 . Genetic Programming with Mixed Integer Linear Programming Based Library Search . IEEE Transactions on Evolutionary Computation (2018). Quang Nhat Huynh, Shelvin Chand, Hemant Kumar Singh, and Tapabrata Ray. 2018. Genetic Programming with Mixed Integer Linear Programming Based Library Search. IEEE Transactions on Evolutionary Computation (2018)."},{"key":"e_1_3_2_1_12_1","volume-title":"Improving symbolic regression with interval arithmetic and linear scaling. Genetic Programming","author":"Keijzer Maarten","year":"2003","unstructured":"Maarten Keijzer . 2003. Improving symbolic regression with interval arithmetic and linear scaling. Genetic Programming ( 2003 ), 275--299. Maarten Keijzer. 2003. Improving symbolic regression with interval arithmetic and linear scaling. Genetic Programming (2003), 275--299."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1023\/B:GENP.0000030195.77571.f9"},{"key":"e_1_3_2_1_14_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_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/2463372.2463483"},{"key":"e_1_3_2_1_16_1","volume-title":"The mythos of model interpretability. arXiv preprint arXiv:1606.03490","author":"Lipton Zachary C","year":"2016","unstructured":"Zachary C Lipton . 2016. The mythos of model interpretability. arXiv preprint arXiv:1606.03490 ( 2016 ). Zachary C Lipton. 2016. The mythos of model interpretability. arXiv preprint arXiv:1606.03490 (2016)."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1162\/evco.2006.14.3.309"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2012.2195319"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2014.2321259"},{"key":"e_1_3_2_1_20_1","unstructured":"Riccardo Poli William B Langdon Nicholas F McPhee and John R Koza. 2008. A field guide to genetic programming. Lulu. com.   Riccardo Poli William B Langdon Nicholas F McPhee and John R Koza. 2008. A field guide to genetic programming. Lulu. com."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.5555\/1763756.1763777"},{"key":"e_1_3_2_1_22_1","volume-title":"Semantic Forward Propagation for Symbolic Regression. In International Conference on Parallel Problem Solving from Nature. Springer, 364--374","author":"Szubert Marcin","year":"2016","unstructured":"Marcin Szubert , Anuradha Kodali , Sangram Ganguly , Kamalika Das , and Josh C Bongard . 2016 . Semantic Forward Propagation for Symbolic Regression. In International Conference on Parallel Problem Solving from Nature. Springer, 364--374 . Marcin Szubert, Anuradha Kodali, Sangram Ganguly, Kamalika Das, and Josh C Bongard. 2016. Semantic Forward Propagation for Symbolic Regression. In International Conference on Parallel Problem Solving from Nature. Springer, 364--374."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3205455.3205604"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/3071178.3071287"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10710-012-9177-2"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/2463372.2463493"}],"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\/3321707.3321758","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3321707.3321758","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T19:53:19Z","timestamp":1750189999000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3321707.3321758"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7,13]]},"references-count":26,"alternative-id":["10.1145\/3321707.3321758","10.1145\/3321707"],"URL":"https:\/\/doi.org\/10.1145\/3321707.3321758","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"}}]}}