{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,13]],"date-time":"2026-08-13T21:28:27Z","timestamp":1786656507566,"version":"3.56.0"},"publisher-location":"New York, NY, USA","reference-count":29,"publisher":"ACM","license":[{"start":{"date-parts":[[2026,7,13]],"date-time":"2026-07-13T00:00:00Z","timestamp":1783900800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,7,13]]},"DOI":"10.1145\/3795101.3814662","type":"proceedings-article","created":{"date-parts":[[2026,8,13]],"date-time":"2026-08-13T20:45:38Z","timestamp":1786653938000},"page":"1104-1111","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Genetic Programming for Automated Design of Problem-specific Scaling Factor Adaptation Strategies for Differential Evolution"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1695-5798","authenticated-orcid":false,"given":"Vladimir","family":"Stanovov","sequence":"first","affiliation":[{"name":"Reshetnev Siberian State University of Science and Technology, Krasnoyarsk, Russian Federation"},{"name":"Siberian Federal University, Krasnoyarsk, Russian Federation"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,8,13]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"N.H. Awad M.Z. Ali J.J. Liang B.Y. Qu and P.N. Suganthan. 2016. Problem definitions and evaluation criteria for the CEC 2017 special session and competition on single objective bound constrained real-parameter numerical optimization. Tech. rep. Nanyang Technological University Singapoure."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","unstructured":"Petr Bujok. 2024. Progressive archive in adaptive jSO algorithm. Mathematics. 10.3390\/math12162534","DOI":"10.3390\/math12162534"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/2908812.2908898"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","unstructured":"Dikshit Chauhan Anupam Trivedi and Shivani. 2024. A multi-operator ensemble LSHADE with restart and local search mechanisms for single-objective optimization. ArXiv abs\/2409.15994. 10.48550\/arXiv.2409.15994","DOI":"10.48550\/arXiv.2409.15994"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2016.01.004"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1007\/11729976_9"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-39958-0_1"},{"key":"e_1_3_2_1_8_1","unstructured":"John R. Koza. 1992. Genetic programming: on the programming of computers by means of natural selection. In."},{"key":"e_1_3_2_1_9_1","volume-title":"Problem Definitions and Evaluation Criteria for the CEC 2022 Special Session and Competition on Single Objective Bound Constrained Numerical Optimization. Tech. rep","author":"Kumar Abhishek","unstructured":"Abhishek Kumar, K. Price, Ali K. Mohamed, Anas A., and P. N. Suganthan. 2021. Problem Definitions and Evaluation Criteria for the CEC 2022 Special Session and Competition on Single Objective Bound Constrained Numerical Optimization. Tech. rep. Nanyang Technological University, Singapoure."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2501.07515"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2012.2195319"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","unstructured":"Vojtvech Nov'ak Tom'avs Bezdvek Ivan Zelinka Swagatam Das and Martin Beseda. 2026. A longitudinal analysis of the CEC single-objective competitions (2010\u20132024) and implications for variational quantum optimization. In 10.48550\/arXiv.2603.24140","DOI":"10.48550\/arXiv.2603.24140"},{"key":"e_1_3_2_1_13_1","unstructured":"K. Price R.M. Storn and J.A. Lampinen. 2005. Differential evolution: a practical approach to global optimization. Springer. isbn: 978-3-540-20950-8."},{"key":"e_1_3_2_1_14_1","unstructured":"K. V. Price N. H. Awad M. Z. Ali and P. N. Suganthan. 2019. The 2019 100-Digit Challenge on Real-Parameter Single Objective Optimization: Analysis of Results. Tech. rep. Nanyang Technological University Singapoure."},{"key":"e_1_3_2_1_15_1","volume-title":"Evaluation criteria for CEC 2024 competition and special session on numerical optimization considering accuracy and speed. Tech. rep","author":"Qiao Kangjia","unstructured":"Kangjia Qiao, Xupeng Wen, Xuanxuan Ban, Peng Chen, Kenneth V. Price, Ponnuthurai N. Suganthan, Jing Liang, Guohua Wu, and Caitong Yue. 2023. Evaluation criteria for CEC 2024 competition and special session on numerical optimization considering accuracy and speed. Tech. rep. Zhengzhou University, Central South University, Henan Institute of Technology, Qatar University."},{"key":"e_1_3_2_1_16_1","unstructured":"Kangjia Qiao Xupeng Wen Xuanxuan Ban Peng Chen Kenneth V. Price Ponnuthurai N. Suganthan Jing Liang Guohua Wu and Caitong Yue. 2024. Performance comparison of CEC 2024 competition entries on numerical optimization considering accuracy and speed. https:\/\/github.com\/P-N-Suganthan\/2024-CEC\/blob\/main\/CEC2024%20Comparison%20Slides.pdf."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3319619.3326827"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.5220\/0006497002310238"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"crossref","unstructured":"Vladimir Stanovov Shakhnaz Akhmedova and Eugene Semenkin. 2022. Dual-population adaptive differential evolution algorithm L-NTADE. Mathematics.","DOI":"10.3390\/math10244666"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.3390\/axioms13010059"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/CEC60901.2024.10611907"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/CEC60901.2024.10611920"},{"key":"e_1_3_2_1_23_1","volume-title":"RDEx: An effectiveness-driven hybrid Single-Objective optimizer that adaptively selects and combines multiple operators and strategies. Tech. rep","author":"Tao Sichen","unstructured":"Sichen Tao, Yifei Yang, Ruihan Zhao, Kaiyu Wang, Sicheng Liu, and Shangce Gao. 2025. RDEx: An effectiveness-driven hybrid Single-Objective optimizer that adaptively selects and combines multiple operators and strategies. Tech. rep. University of Toyama."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","unstructured":"Sichen Tao Ruihan Zhao Kaiyu Wang and Shangce Gao. 2024. An efficient reconstructed differential evolution variant by some of the current state-of-the-art strategies for solving single objective bound constrained problems. ArXiv abs\/2404.16280. 10.48550\/arXiv.2404.16280","DOI":"10.48550\/arXiv.2404.16280"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/4235.585893"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/2330784.2330796"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/2001858.2002052"},{"key":"e_1_3_2_1_28_1","unstructured":"X.Qi Z.Yang S.Zhu H.Geng S.Yang and Y.Tian. 2024. Report for block evolutionary algorithm. (2024). https:\/\/github.com\/QiXuhong520\/Algorithm-report\/blob\/main\/Algorithm%20report%20for%20BlockEA.pdf."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2312.07083"}],"event":{"name":"GECCO '26 Companion: Genetic and Evolutionary Computation Conference Companion","location":"Centro Internacional de Convenciones CIC-ANDE San Jose Costa Rica","acronym":"GECCO '26 Companion","sponsor":["SIGEVO ACM Special Interest Group on Genetic and Evolutionary Computation"]},"container-title":["Proceedings of the Genetic and Evolutionary Computation Conference Companion"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3795101.3814662","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,8,13]],"date-time":"2026-08-13T20:47:58Z","timestamp":1786654078000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3795101.3814662"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7,13]]},"references-count":29,"alternative-id":["10.1145\/3795101.3814662","10.1145\/3795101"],"URL":"https:\/\/doi.org\/10.1145\/3795101.3814662","relation":{},"subject":[],"published":{"date-parts":[[2026,7,13]]},"assertion":[{"value":"2026-08-13","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}