{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T10:34:10Z","timestamp":1763202850839,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":41,"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"}],"funder":[{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","award":["RGPIN-2020-04833"],"award-info":[{"award-number":["RGPIN-2020-04833"]}],"id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,7,15]]},"DOI":"10.1145\/3583131.3590467","type":"proceedings-article","created":{"date-parts":[[2024,2,18]],"date-time":"2024-02-18T06:42:40Z","timestamp":1708238560000},"page":"822-830","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":8,"title":["Evolutionary Mixed-Integer Optimization with Explicit Constraints"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0005-6983-0146","authenticated-orcid":false,"given":"Yuan","family":"Hong","sequence":"first","affiliation":[{"name":"Dalhousie University, Halifax, Nova Scotia, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5367-6862","authenticated-orcid":false,"given":"Dirk","family":"Arnold","sequence":"additional","affiliation":[{"name":"Dalhousie University, Halifax, Nova Scotia, Canada"}]}],"member":"320","published-online":{"date-parts":[[2023,7,12]]},"reference":[{"volume-title":"Parallel Problem Solving from Nature --- PPSN XIV","author":"Arnold D. V.","unstructured":"D. V. Arnold. 2016. An active-set evolution strategy for optimization with known constraints. In Parallel Problem Solving from Nature --- PPSN XIV, J. Handl et al. (Eds.), Vol. Part I. Springer Verlag, 192--202.","key":"e_1_3_2_1_1_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_2_1","DOI":"10.1145\/3071178.3071294"},{"volume-title":"Evolutionary Programming IV: Proceedings of the Fourth Annual Conference on Evolutionary Programming, J. R. McDonnell, R. G. Reynolds, and D. B. Fogel (Eds.). MIT Press, 33--51","author":"B\u00e4ck T.","unstructured":"T. B\u00e4ck and M. Sch\u00fctz. 1995. Evolution strategies for mixed-integer optimization of optical multilayer systems. In Evolutionary Programming IV: Proceedings of the Fourth Annual Conference on Evolutionary Programming, J. R. McDonnell, R. G. Reynolds, and D. B. Fogel (Eds.). MIT Press, 33--51.","key":"e_1_3_2_1_3_1"},{"unstructured":"M. R. Bussieck A. S. Drud and A. Meeraus. 2007. MINLPlib --- A collection of test models for mixed-integer nonlinear programming. Technical Report. GAMS Development Corp.","key":"e_1_3_2_1_4_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_5_1","DOI":"10.1016\/S0098-1354(97)00015-X"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_6_1","DOI":"10.1093\/comjnl\/8.3.250"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_7_1","DOI":"10.1007\/BF01580667"},{"key":"e_1_3_2_1_8_1","volume-title":"MISQP: A Fortran implementation of a trust region SQP algorithm for mixed-integer nonlinear programming --- User's guide. Technical Report. Department of Computer Science","author":"Exler O.","year":"2011","unstructured":"O. Exler, T. Lehmann, and K. Schittkowski. 2011. MISQP: A Fortran implementation of a trust region SQP algorithm for mixed-integer nonlinear programming --- User's guide. Technical Report. Department of Computer Science, University of Bayreuth."},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_9_1","DOI":"10.1007\/s11590-006-0026-1"},{"volume-title":"Nonlinear and Mixed-Integer Optimization: Fundamentals and Applications","author":"Floudas C. A.","unstructured":"C. A. Floudas. 1995. Nonlinear and Mixed-Integer Optimization: Fundamentals and Applications. Oxford University Press.","key":"e_1_3_2_1_10_1"},{"doi-asserted-by":"crossref","unstructured":"C. A. Floudas and P. Pardalos. 1990. A Collection of Test Problems for Constrained Global Optimization Algorithms. Springer Verlag Berlin.","key":"e_1_3_2_1_11_1","DOI":"10.1007\/3-540-53032-0"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_12_1","DOI":"10.1021\/i260070a031"},{"volume-title":"2020 IEEE Congress on Evolutionary Computation. 1--8.","author":"Gurrola-Ramos J.","unstructured":"J. Gurrola-Ramos, A. Hern\u00e0ndez-Aguirre, and O. Dalmau-Cede\u00f1o. 2020. COL-SHADE for real-world single-objective constrained optimization problems. In 2020 IEEE Congress on Evolutionary Computation. 1--8.","key":"e_1_3_2_1_13_1"},{"volume-title":"Proceedings of the Genetic and Evolutionary Computation Conference. ACM Press, 639--647","author":"Hamano R.","unstructured":"R. Hamano, S. Saito, M. Nomura, and S. Shirakawa. 2022. CMA-ES with margin: Lower-bounding marginal probability for mixed-integer black-box optimization. In Proceedings of the Genetic and Evolutionary Computation Conference. ACM Press, 639--647.","key":"e_1_3_2_1_14_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_16_1","DOI":"10.1080\/10556788.2020.1808977"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_17_1","DOI":"10.1145\/1111237.1111238"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_18_1","DOI":"10.1021\/ie00069a026"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_19_1","DOI":"10.1021\/ie00080a013"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_20_1","DOI":"10.1016\/0098-1354(89)85053-7"},{"volume-title":"Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion. ACM Press, 11--12","author":"Kumar A.","unstructured":"A. Kumar, S. Das, and I. Zelinka. 2020. A modified covariance matrix adaptation evolution strategy for real-world constrained optimization problems. In Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion. ACM Press, 11--12.","key":"e_1_3_2_1_21_1"},{"volume-title":"Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion. ACM Press, 13--14","author":"Kumar A.","unstructured":"A. Kumar, S. Das, and I. Zelinka. 2020. A self-adaptive spherical search algorithm for real-world constrained optimization problems. In Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion. ACM Press, 13--14.","key":"e_1_3_2_1_22_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_23_1","DOI":"10.1016\/j.swevo.2020.100693"},{"unstructured":"S. Le Digabel and S. M. Wild. 2015. A taxonomy of constraints in simulation-based optimization. arXiv:1505.07881.","key":"e_1_3_2_1_24_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_25_1","DOI":"10.1162\/EVCO_a_00059"},{"unstructured":"J. J. Liang T. P. Runarsson E. Mezura-Montes M. Clerc P. N. Suganthan C. A. Coello Coello and K. Deb. 2006. Problem definitions and evaluation criteria for the CEC 2006 Special Session on Constrained Real-Parameter Optimization. Technical Report. Nanyang Technological University Singapore.","key":"e_1_3_2_1_26_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_27_1","DOI":"10.1080\/00986449208936033"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_28_1","DOI":"10.1162\/evco.1996.4.1.1"},{"volume-title":"Evolutionsstrategie --- Optimierung technischer Systeme nach Prinzipien der biologischen Evolution","author":"Rechenberg I.","unstructured":"I. Rechenberg. 1973. Evolutionsstrategie --- Optimierung technischer Systeme nach Prinzipien der biologischen Evolution. Friedrich Frommann Verlag.","key":"e_1_3_2_1_29_1"},{"volume-title":"Parallel Problem Solving from Nature --- PPSN III, Y. Davidor, H.-P","author":"Rudolph G.","unstructured":"G. Rudolph. 1994. An evolutionary algorithm for integer programming. In Parallel Problem Solving from Nature --- PPSN III, Y. Davidor, H.-P. Schwefel, and R. M\u00e4nner (Eds.). Springer, 139--148.","key":"e_1_3_2_1_30_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_31_1","DOI":"10.1016\/0098-1354(94)00097-2"},{"volume-title":"Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation. ACM Press, 911--918","author":"Sadowski K. L.","unstructured":"K. L. Sadowski, P. A. N. Bosman, and D. Thierens. 2015. A clustering-based model-building EA for optimization problems with binary and real-valued variables. In Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation. ACM Press, 911--918.","key":"e_1_3_2_1_32_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_33_1","DOI":"10.1145\/3321707.3321717"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_34_1","DOI":"10.1162\/evco_a_00310"},{"key":"e_1_3_2_1_35_1","first-page":"84","article-title":"Computer points the way to more profits","volume":"43","author":"Sauer R. N.","year":"1964","unstructured":"R. N. Sauer, A. R. Colville, and C. W. Burwick. 1964. Computer points the way to more profits. Hydrocarbon Processing & Petroleum Refiner 43, 2 (1964), 84--92.","journal-title":"Hydrocarbon Processing & Petroleum Refiner"},{"volume-title":"Nonlinear mixed integer based optimisation technique for space applications. Ph. D. Dissertation. School of Mathematics","author":"Schlueter M.","unstructured":"M. Schlueter. 2012. Nonlinear mixed integer based optimisation technique for space applications. Ph. D. Dissertation. School of Mathematics, University of Birmingham.","key":"e_1_3_2_1_37_1"},{"volume-title":"2016 IEEE Congress on Evolutionary Computation. 830--837","author":"Schlueter M.","unstructured":"M. Schlueter and M. Munetomo. 2016. Numerical assessment of the parallelization scalability on 200 MINLP benchmarks. In 2016 IEEE Congress on Evolutionary Computation. 830--837.","key":"e_1_3_2_1_38_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_39_1","DOI":"10.1080\/02331934.2012.668545"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_40_1","DOI":"10.1162\/evco_a_00311"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_41_1","DOI":"10.1109\/TEVC.2018.2871944"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_42_1","DOI":"10.1016\/0098-1354(78)80012-X"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_43_1","DOI":"10.1051\/ro\/1988220403311"}],"event":{"sponsor":["SIGEVO ACM Special Interest Group on Genetic and Evolutionary Computation"],"acronym":"GECCO '23","name":"GECCO '23: Genetic and Evolutionary Computation Conference","location":"Lisbon Portugal"},"container-title":["Proceedings of the Genetic and Evolutionary Computation Conference"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3583131.3590467","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3583131.3590467","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:47:03Z","timestamp":1750178823000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3583131.3590467"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,7,12]]},"references-count":41,"alternative-id":["10.1145\/3583131.3590467","10.1145\/3583131"],"URL":"https:\/\/doi.org\/10.1145\/3583131.3590467","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"}}]}}