{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T03:54:44Z","timestamp":1776916484703,"version":"3.51.2"},"publisher-location":"New York, NY, USA","reference-count":41,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,6,29]],"date-time":"2020-06-29T00:00:00Z","timestamp":1593388800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100004063","name":"Knut och Alice Wallenbergs Stiftelse","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004063","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100010686","name":"H2020 European Institute of Innovation and Technology","doi-asserted-by":"publisher","award":["731869"],"award-info":[{"award-number":["731869"]}],"id":[{"id":"10.13039\/100010686","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001659","name":"Deutsche Forschungsgemeinschaft","doi-asserted-by":"publisher","award":["3634\/6-1"],"award-info":[{"award-number":["3634\/6-1"]}],"id":[{"id":"10.13039\/501100001659","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","award":["001"],"award-info":[{"award-number":["001"]}]},{"name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","award":["06017\/2018-0"],"award-info":[{"award-number":["06017\/2018-0"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,6,29]]},"DOI":"10.1145\/3387939.3391595","type":"proceedings-article","created":{"date-parts":[[2020,9,19]],"date-time":"2020-09-19T02:13:13Z","timestamp":1600481593000},"page":"9-19","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":20,"title":["A hybrid approach combining control theory and AI for engineering self-adaptive systems"],"prefix":"10.1145","author":[{"given":"Ricardo Diniz","family":"Caldas","sequence":"first","affiliation":[{"name":"Chalmers | University of Gothenburg, Gothenburg, Sweden and University of Bras\u00edlia, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Arthur","family":"Rodrigues","sequence":"additional","affiliation":[{"name":"University of Bras\u00edlia, Bras\u00edlia, DF, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eric Bernd","family":"Gil","sequence":"additional","affiliation":[{"name":"University of Bras\u00edlia, Bras\u00edlia, DF, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gena\u00edna Nunes","family":"Rodrigues","sequence":"additional","affiliation":[{"name":"University of Bras\u00edlia, Bras\u00edlia, DF, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thomas","family":"Vogel","sequence":"additional","affiliation":[{"name":"Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Patrizio","family":"Pelliccione","sequence":"additional","affiliation":[{"name":"Chalmers | University of Gothenburg, Sweden and University of L'Aquila, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2020,9,18]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"PID control system analysis, design, and technology","author":"Ang Kiam Heong","year":"2005","unstructured":"Kiam Heong Ang, Gregory Chong, and Yun Li. 2005. PID control system analysis, design, and technology. IEEE transactions on control systems technology 13, 4 (2005), 559--576."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.2307\/j.ctvcm4gdk"},{"key":"e_1_3_2_1_3_1","volume-title":"MORPH: A Reference Architecture for Configuration and Behaviour Self-adaptation (CTSE","author":"Braberman Victor","year":"2015","unstructured":"Victor Braberman, Nicolas D'Ippolito, Jeff Kramer, Daniel Sykes, and Sebastian Uchitel. 2015. MORPH: A Reference Architecture for Configuration and Behaviour Self-adaptation (CTSE 2015). ACM, New York, NY, USA, 9--16."},{"key":"e_1_3_2_1_4_1","volume-title":"Cristina Gacek, Holger Giese, Holger Kienle, Marin Litoiu, Hausi M\u00fcller, Mauro Pezz\u00e8, and Mary Shaw.","author":"Brun Yuriy","year":"2009","unstructured":"Yuriy Brun, Giovanna Di Marzo Serugendo, Cristina Gacek, Holger Giese, Holger Kienle, Marin Litoiu, Hausi M\u00fcller, Mauro Pezz\u00e8, and Mary Shaw. 2009. Engineering Self-Adaptive Systems through Feedback Loops. In Software Engineering for Self-Adaptive Systems, Betty H. C. Cheng, Rog\u00e9rio de Lemos, Holger Giese, Paola Inverardi, and Jeff Magee (Eds.). Springer, 48--70."},{"key":"e_1_3_2_1_5_1","volume-title":"The goal question metric approach. Encyclopedia of software engineering","author":"Gianluigi Caldiera Victor R","year":"1994","unstructured":"Victor R Basili1 Gianluigi Caldiera and H Dieter Rombach. 1994. The goal question metric approach. Encyclopedia of software engineering (1994), 528--532."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"crossref","unstructured":"Kalyanmoy Deb Amrit Pratap Sameer Agarwal and T. Meyarivan. 2002. A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE transactions on evolutionary computation 6 2 (2002) 182--197.","DOI":"10.1109\/4235.996017"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAC.2015.25"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/ECBS.2005.60"},{"key":"e_1_3_2_1_9_1","volume-title":"FUSION: A Framework for Engineering Self-tuning Self-adaptive Software Systems (FSE '10)","author":"Elkhodary Ahmed","year":"2010","unstructured":"Ahmed Elkhodary, Naeem Esfahani, and Sam Malek. 2010. FUSION: A Framework for Engineering Self-tuning Self-adaptive Software Systems (FSE '10). ACM, New York, NY, USA, 7--16."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2013.37"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/ASE.2011.6100064"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.5555\/2666795.2666804"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/2568225.2568272"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/2786805.2786833"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.5555\/2821357.2821370"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/3024188"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/SASO.2019.00010"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3194133.3194152"},{"key":"e_1_3_2_1_19_1","volume-title":"Article Article 11","author":"Harman Mark","year":"2012","unstructured":"Mark Harman, S. Afshin Mansouri, and Yuanyuan Zhang. 2012. Search-Based Software Engineering: Trends, Techniques and Applications. ACM Comput. Surv. 45, 1, Article Article 11 (2012), 61 pages."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"crossref","unstructured":"J. Hellerstein Y. Diao S. Parekh and D. Tilbury. 2004. Feedback Control of Computing Systems. John Wiley Sons Inc. USA.","DOI":"10.1002\/047166880X"},{"key":"e_1_3_2_1_21_1","volume-title":"Machine Learning Meets Quantitative Planning: Enabling Self-adaptation in Autonomous Robots (SEAMS '19)","author":"Jamshidi Pooyan","unstructured":"Pooyan Jamshidi, Javier C\u00e1mara, Bradley Schmerl, Christian K\u00e4stner, and David Garlan. 2019. Machine Learning Meets Quantitative Planning: Enabling Self-adaptation in Autonomous Robots (SEAMS '19). IEEE Press, Piscataway, NJ, USA, 39--50."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/MASCOTS.2016.17"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/SEAMS.2017.11"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/2568225.2568227"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/SRDS.2014.14"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-7296-3"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/2491465.2491468"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/2382570.2382572"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.3182\/20140824-6-ZA-1003.00669"},{"key":"e_1_3_2_1_30_1","volume-title":"Modern Control Engineering","author":"Ogata Katsuhiko","unstructured":"Katsuhiko Ogata. 2001. Modern Control Engineering (4th ed.). Prentice Hall PTR, Upper Saddle River, NJ, USA.","edition":"4"},{"key":"e_1_3_2_1_31_1","volume-title":"2019 IEEE\/ACM 14th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS). 1--12","author":"Quin F.","unstructured":"F. Quin, D. Weyns, T. Bamelis, S. Singh Buttar, and S. Michiels. 2019. Efficient Analysis of Large Adaptation Spaces in Self-Adaptive Systems using Machine Learning. In 2019 IEEE\/ACM 14th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS). 1--12."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/3194133.3194147"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/1516533.1516538"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2017.2704579"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/2950290.2950301"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/SEAMS.2017.3"},{"key":"e_1_3_2_1_37_1","volume-title":"Dynamic Adaptive Network Configuration for IoT Systems: A Search-based Approach. CoRR abs\/1905.12763","author":"Shin Seung Yeob","year":"2019","unstructured":"Seung Yeob Shin, Shiva Nejati, Mehrdad Sabetzadeh, Lionel C. Briand, Chetan Arora, and Frank Zimmer. 2019. Dynamic Adaptive Network Configuration for IoT Systems: A Search-based Approach. CoRR abs\/1905.12763 (2019). arXiv:1905.12763 http:\/\/arxiv.org\/abs\/1905.12763"},{"key":"e_1_3_2_1_38_1","volume-title":"Proceedings of the 14th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS '19)","author":"Solano Gabriela F\u00e9lix","year":"2019","unstructured":"Gabriela F\u00e9lix Solano, Ricardo Diniz Caldas, Gena\u00edna Nunes Rodrigues, Thomas Vogel, and Patrizio Pelliccione. 2019. Taming Uncertainty in the Assurance Process of Self-Adaptive Systems: A Goal-Oriented Approach. In Proceedings of the 14th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS '19). IEEE, 89--99."},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1109\/EMRTS.1999.777445"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"crossref","unstructured":"Danny Weyns. 2017. Software engineering of self-adaptive systems: an organised tour and future challenges. Chapter in Handbook of Software Engineering (2017).","DOI":"10.1109\/FAS-W.2018.00012"},{"key":"e_1_3_2_1_41_1","volume-title":"FAS*W@SASO\/ICAC","author":"Weyns Danny","unstructured":"Danny Weyns. 2018. Engineering Self-Adaptive Software Systems - An Organized Tour. In FAS*W@SASO\/ICAC. IEEE, 1--2."}],"event":{"name":"SEAMS '20: IEEE\/ACM 15th International Symposium on Software Engineering for Adaptive and Self-Managing Systems","location":"Seoul Republic of Korea","acronym":"SEAMS '20","sponsor":["SIGSOFT ACM Special Interest Group on Software Engineering","IEEE CS"]},"container-title":["Proceedings of the IEEE\/ACM 15th International Symposium on Software Engineering for Adaptive and Self-Managing Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3387939.3391595","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3387939.3391595","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:41:42Z","timestamp":1750200102000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3387939.3391595"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,6,29]]},"references-count":41,"alternative-id":["10.1145\/3387939.3391595","10.1145\/3387939"],"URL":"https:\/\/doi.org\/10.1145\/3387939.3391595","relation":{},"subject":[],"published":{"date-parts":[[2020,6,29]]},"assertion":[{"value":"2020-09-18","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}