{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T04:30:55Z","timestamp":1780633855714,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":32,"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\/3583131.3590391","type":"proceedings-article","created":{"date-parts":[[2023,7,12]],"date-time":"2023-07-12T19:40:19Z","timestamp":1689190819000},"page":"485-492","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["MOAZ: A Multi-Objective AutoML-Zero Framework"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1375-777X","authenticated-orcid":false,"given":"Ritam","family":"Guha","sequence":"first","affiliation":[{"name":"Michigan State University, East Lansing, United States of America"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1449-936X","authenticated-orcid":false,"given":"Wei","family":"Ao","sequence":"additional","affiliation":[{"name":"Michigan State University, East Lansing, United States of America"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6071-4705","authenticated-orcid":false,"given":"Stephen","family":"Kelly","sequence":"additional","affiliation":[{"name":"McMaster University, Ontario, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8918-9385","authenticated-orcid":false,"given":"Vishnu","family":"Boddeti","sequence":"additional","affiliation":[{"name":"Michigan State University, East Lansing, United States of America"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2419-0692","authenticated-orcid":false,"given":"Erik","family":"Goodman","sequence":"additional","affiliation":[{"name":"Michigan State University, East Lansing, United States of America"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6382-3245","authenticated-orcid":false,"given":"Wolfgang","family":"Banzhaf","sequence":"additional","affiliation":[{"name":"Michigan State University, East Lansing, United States of America"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7402-9939","authenticated-orcid":false,"given":"Kalyanmoy","family":"Deb","sequence":"additional","affiliation":[{"name":"Michigan State University, East Lansing, United States of America"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2023,7,12]]},"reference":[{"key":"e_1_3_2_2_1_1","volume-title":"Genetic programming and emergent intelligence. Advances in genetic programming, 1:75--98","author":"Angeline Peter John","year":"1994","unstructured":"Peter John Angeline . Genetic programming and emergent intelligence. Advances in genetic programming, 1:75--98 , 1994 . Peter John Angeline. Genetic programming and emergent intelligence. Advances in genetic programming, 1:75--98, 1994."},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1014548204452"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/BFb0055923"},{"key":"e_1_3_2_2_4_1","volume-title":"Linear Genetic Programming","author":"Brameier Markus","year":"2007","unstructured":"Markus Brameier and Wolfgang Banzhaf . Linear Genetic Programming . Springer , 2007 . Markus Brameier and Wolfgang Banzhaf. Linear Genetic Programming. Springer, 2007."},{"key":"e_1_3_2_2_5_1","first-page":"2315","volume-title":"Multi-objectivization of reinforcement learning problems by reward shaping. In 2014 international joint conference on neural networks (IJCNN)","author":"Brys Tim","year":"2014","unstructured":"Tim Brys , Anna Harutyunyan , Peter Vrancx , Matthew E Taylor , Daniel Kudenko , and Ann Now\u00e9 . Multi-objectivization of reinforcement learning problems by reward shaping. In 2014 international joint conference on neural networks (IJCNN) , pages 2315 -- 2322 . IEEE , 2014 . Tim Brys, Anna Harutyunyan, Peter Vrancx, Matthew E Taylor, Daniel Kudenko, and Ann Now\u00e9. Multi-objectivization of reinforcement learning problems by reward shaping. In 2014 international joint conference on neural networks (IJCNN), pages 2315--2322. IEEE, 2014."},{"key":"e_1_3_2_2_6_1","volume-title":"Semantic search-based genetic programming and the effect of intron deletion","author":"Castelli Mauro","year":"2013","unstructured":"Mauro Castelli , Leonardo Vanneschi , and Sara Silva . Semantic search-based genetic programming and the effect of intron deletion . IEEE transactions on cybernetics, 44(1):103--113, 2013 . Mauro Castelli, Leonardo Vanneschi, and Sara Silva. Semantic search-based genetic programming and the effect of intron deletion. IEEE transactions on cybernetics, 44(1):103--113, 2013."},{"key":"e_1_3_2_2_7_1","volume-title":"Evolving reinforcement learning algorithms. CoRR, abs\/2101.03958","author":"Co-Reyes John D.","year":"2021","unstructured":"John D. Co-Reyes , Yingjie Miao , Daiyi Peng , Esteban Real , Sergey Levine , Quoc V. Le , Honglak Lee , and Aleksandra Faust . Evolving reinforcement learning algorithms. CoRR, abs\/2101.03958 , 2021 . URL https:\/\/arxiv.org\/abs\/2101.03958. John D. Co-Reyes, Yingjie Miao, Daiyi Peng, Esteban Real, Sergey Levine, Quoc V. Le, Honglak Lee, and Aleksandra Faust. Evolving reinforcement learning algorithms. CoRR, abs\/2101.03958, 2021. URL https:\/\/arxiv.org\/abs\/2101.03958."},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-6940-7_15"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/4235.996017"},{"key":"e_1_3_2_2_10_1","volume-title":"Feature engineering for machine learning and data analytics","author":"Dong Guozhu","year":"2018","unstructured":"Guozhu Dong and Huan Liu . Feature engineering for machine learning and data analytics . CRC Press , 2018 . Guozhu Dong and Huan Liu. Feature engineering for machine learning and data analytics. CRC Press, 2018."},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.5555\/3322706.3361996"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-31880-4_2"},{"key":"e_1_3_2_2_13_1","volume-title":"An open source automl benchmark. arXiv preprint arXiv:1907.00909","author":"Gijsbers Pieter","year":"2019","unstructured":"Pieter Gijsbers , Erin LeDell , Janek Thomas , S\u00e9bastien Poirier , Bernd Bischl , and Joaquin Vanschoren . An open source automl benchmark. arXiv preprint arXiv:1907.00909 , 2019 . Pieter Gijsbers, Erin LeDell, Janek Thomas, S\u00e9bastien Poirier, Bernd Bischl, and Joaquin Vanschoren. An open source automl benchmark. arXiv preprint arXiv:1907.00909, 2019."},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR48806.2021.9412190"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3447555.3465326"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2020.106622"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01234-2_48"},{"key":"e_1_3_2_2_18_1","volume-title":"Systems, Challenges","author":"Hutter Frank","year":"2019","unstructured":"Frank Hutter , Lars Kotthoff , and Joaquin Vanschoren , editors. Automated Machine Learning - Methods , Systems, Challenges . Springer , 2019 . Frank Hutter, Lars Kotthoff, and Joaquin Vanschoren, editors. Automated Machine Learning - Methods, Systems, Challenges. Springer, 2019."},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-44719-9_19"},{"key":"e_1_3_2_2_20_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 . Genetic Programming: On the Programming of Computers by Means of Natural Selection . MIT Press , Cambridge, MA, USA , 1992 . ISBN 0262111705. John R. Koza. Genetic Programming: On the Programming of Computers by Means of Natural Selection. MIT Press, Cambridge, MA, USA, 1992. ISBN 0262111705."},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10710-021-09414-8"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/EICT48899.2019.9068805"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1162\/1063656054794815"},{"key":"e_1_3_2_2_24_1","volume-title":"Physics-informed graphical neural network for parameter & state estimations in power systems. arXiv preprint arXiv:2102.06349","author":"Pagnier Laurent","year":"2021","unstructured":"Laurent Pagnier and Michael Chertkov . Physics-informed graphical neural network for parameter & state estimations in power systems. arXiv preprint arXiv:2102.06349 , 2021 . Laurent Pagnier and Michael Chertkov. Physics-informed graphical neural network for parameter & state estimations in power systems. arXiv preprint arXiv:2102.06349, 2021."},{"key":"e_1_3_2_2_25_1","volume-title":"Multi-objective automatic machine learning with autoxgboostmc. arXiv preprint arXiv:1908.10796","author":"Pfisterer Florian","year":"2019","unstructured":"Florian Pfisterer , Stefan Coors , Janek Thomas , and Bernd Bischl . Multi-objective automatic machine learning with autoxgboostmc. arXiv preprint arXiv:1908.10796 , 2019 . Florian Pfisterer, Stefan Coors, Janek Thomas, and Bernd Bischl. Multi-objective automatic machine learning with autoxgboostmc. arXiv preprint arXiv:1908.10796, 2019."},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2020.2976182"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33014780"},{"key":"e_1_3_2_2_28_1","series-title":"Proceedings of Machine Learning Research","first-page":"8007","volume-title":"Proceedings of the 37th International Conference on Machine Learning","author":"Real Esteban","year":"2020","unstructured":"Esteban Real , Chen Liang , David So , and Quoc Le . AutoML-zero: Evolving machine learning algorithms from scratch . In Hal Daum\u00e9 III and Aarti Singh, editors, Proceedings of the 37th International Conference on Machine Learning , volume 119 of Proceedings of Machine Learning Research , pages 8007 -- 8019 . PMLR , 13--18 Jul 2020 . Esteban Real, Chen Liang, David So, and Quoc Le. AutoML-zero: Evolving machine learning algorithms from scratch. In Hal Daum\u00e9 III and Aarti Singh, editors, Proceedings of the 37th International Conference on Machine Learning, volume 119 of Proceedings of Machine Learning Research, pages 8007--8019. PMLR, 13--18 Jul 2020."},{"key":"e_1_3_2_2_29_1","first-page":"8007","volume-title":"International Conference on Machine Learning","author":"Real Esteban","year":"2020","unstructured":"Esteban Real , Chen Liang , David So , and Quoc Le. Automl-zero : Evolving machine learning algorithms from scratch . In International Conference on Machine Learning , pages 8007 -- 8019 . PMLR, 2020 . Esteban Real, Chen Liang, David So, and Quoc Le. Automl-zero: Evolving machine learning algorithms from scratch. In International Conference on Machine Learning, pages 8007--8019. PMLR, 2020."},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45110-2_125"},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1020115409250"},{"key":"e_1_3_2_2_32_1","volume-title":"Energy and policy considerations for deep learning in NLP. CoRR, abs\/1906.02243","author":"Strubell Emma","year":"2019","unstructured":"Emma Strubell , Ananya Ganesh , and Andrew McCallum . Energy and policy considerations for deep learning in NLP. CoRR, abs\/1906.02243 , 2019 . URL http:\/\/arxiv.org\/abs\/1906.02243. Emma Strubell, Ananya Ganesh, and Andrew McCallum. Energy and policy considerations for deep learning in NLP. CoRR, abs\/1906.02243, 2019. URL http:\/\/arxiv.org\/abs\/1906.02243."}],"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\/3583131.3590391","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3583131.3590391","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T17:48:49Z","timestamp":1750182529000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3583131.3590391"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,7,12]]},"references-count":32,"alternative-id":["10.1145\/3583131.3590391","10.1145\/3583131"],"URL":"https:\/\/doi.org\/10.1145\/3583131.3590391","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"}}]}}