{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:29:22Z","timestamp":1750307362119,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":30,"publisher":"ACM","license":[{"start":{"date-parts":[[2010,7,7]],"date-time":"2010-07-07T00:00:00Z","timestamp":1278460800000},"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":[[2010,7,7]]},"DOI":"10.1145\/1830761.1830831","type":"proceedings-article","created":{"date-parts":[[2010,7,11]],"date-time":"2010-07-11T22:03:17Z","timestamp":1278885797000},"page":"1945-1952","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Towards automated selection of estimation of distribution algorithms"],"prefix":"10.1145","author":[{"given":"Fernando G.","family":"Lobo","sequence":"first","affiliation":[{"name":"University of Algarve, Faro, Portugal"}]},{"given":"Cl\u00e1udio F.","family":"Lima","sequence":"additional","affiliation":[{"name":"University of Nottingham, Nottingham, United Kingdom"}]}],"member":"320","published-online":{"date-parts":[[2010,7,7]]},"reference":[{"key":"e_1_3_2_1_2_1","first-page":"30","volume-title":"Proceedings of the 14th International Conference on Machine Learning","author":"Baluja S.","year":"1997","unstructured":"S. Baluja and S. Davies . Using optimal dependency-trees for combinatorial optimization: Learning the structure of the search space . In Proceedings of the 14th International Conference on Machine Learning , pages 30 -- 38 . Morgan Kaufman , 1997 . S. Baluja and S. Davies. Using optimal dependency-trees for combinatorial optimization: Learning the structure of the search space. In Proceedings of the 14th International Conference on Machine Learning, pages 30--38. Morgan Kaufman, 1997."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/0-306-48056-5_16"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1007\/978-3-642-01799-5_6","volume-title":"Computational Intelligence: Collaboration, Fusion and Emergence","author":"Burke E. K.","year":"2009","unstructured":"E. K. Burke , M. R. Hyde , G. Kendall , G. Ochoa , E. Ozcan , and J. R. Woodward . Exploring hyper-heuristic methodologies with genetic programming . In C. Mumford and L. Jain, editors, Computational Intelligence: Collaboration, Fusion and Emergence , Intelligent Systems Reference Library, pages 177 -- 201 . Springer , 2009 . E. K. Burke, M. R. Hyde, G. Kendall, G. Ochoa, E. Ozcan, and J. R. Woodward. Exploring hyper-heuristic methodologies with genetic programming. In C. Mumford and L. Jain, editors, Computational Intelligence: Collaboration, Fusion and Emergence, Intelligent Systems Reference Library, pages 177--201. Springer, 2009."},{"key":"e_1_3_2_1_5_1","first-page":"424","volume-title":"Advances in Neural Information Processing Systems","author":"De Bonet J. S.","year":"1997","unstructured":"J. S. De Bonet , C. L. Isbell , and P. Viola . MIMIC: Finding optima by estimating probability densities . In M. C. Mozer, M. I. Jordan, and T. Petsche, editors, Advances in Neural Information Processing Systems , volume 9 , pages 424 -- 430 . The MIT Press , Cambridge , 1997 . J. S. De Bonet, C. L. Isbell, and P. Viola. MIMIC: Finding optima by estimating probability densities. In M. C. Mozer, M. I. Jordan, and T. Petsche, editors, Advances in Neural Information Processing Systems, volume 9, pages 424--430. The MIT Press, Cambridge, 1997."},{"key":"e_1_3_2_1_6_1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1007\/978-3-540-87700-4_17","volume-title":"G. Rudolph et al.","author":"Duque T. S. P. C.","year":"2008","unstructured":"T. S. P. C. Duque , D. E. Goldberg , and K. Sastry . Enhancing the efficiency of the ecga . In G. Rudolph et al. , editors, Parallel Problem Solving from Nature - PPSN X, 10th International Conference, volume 5199 of Lecture Notes in Computer Science , pages 165 -- 174 . Springer , 2008 . T. S. P. C. Duque, D. E. Goldberg, and K. Sastry. Enhancing the efficiency of the ecga. In G. Rudolph et al., editors, Parallel Problem Solving from Nature - PPSN X, 10th International Conference, volume 5199 of Lecture Notes in Computer Science, pages 165--174. Springer, 2008."},{"key":"e_1_3_2_1_7_1","first-page":"332","volume-title":"Second Symposium on Artificial Intelligence (CIMAF-99)","author":"Etxeberria R.","year":"1999","unstructured":"R. Etxeberria and P. Larra\u00f1aga . Global optimization using Bayesian networks. In A. A. O. Rodriguez et al., editors , Second Symposium on Artificial Intelligence (CIMAF-99) , pages 332 -- 339 , Habana, Cuba , 1999 . R. Etxeberria and P. Larra\u00f1aga. Global optimization using Bayesian networks. In A. A. O. Rodriguez et al., editors, Second Symposium on Artificial Intelligence (CIMAF-99), pages 332--339, Habana, Cuba, 1999."},{"key":"e_1_3_2_1_8_1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"175","DOI":"10.1007\/978-3-540-89765-1","volume-title":"G. Rudolph et al.","author":"Costa L. D.","year":"2008","unstructured":"\u00c1. Fialho, L. D. Costa , M. Schoenauer , and M. Sebag . Extreme value based adaptive operator selection . In G. Rudolph et al. , editors, Parallel Problem Solving from Nature - PPSN X, 10th International Conference, volume 5199 of Lecture Notes in Computer Science , pages 175 -- 184 . Springer , 2008 . \u00c1. Fialho, L. D. Costa, M. Schoenauer, and M. Sebag. Extreme value based adaptive operator selection. In G. Rudolph et al., editors, Parallel Problem Solving from Nature - PPSN X, 10th International Conference, volume 5199 of Lecture Notes in Computer Science, pages 175--184. Springer, 2008."},{"key":"e_1_3_2_1_9_1","volume-title":"Illinois Genetic Algorithms Laboratory","author":"Harik G. R.","year":"1999","unstructured":"G. R. Harik . Linkage learning via probabilistic modeling in the ECGA. IlliGAL Report No. 99010 , Illinois Genetic Algorithms Laboratory , University of Illinois at Urbana-Champaign , Urbana, IL , 1999 . G. R. Harik. Linkage learning via probabilistic modeling in the ECGA. IlliGAL Report No. 99010, Illinois Genetic Algorithms Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL, 1999."},{"key":"e_1_3_2_1_10_1","first-page":"258","volume-title":"Proceedings of the Genetic and Evolutionary Computation Conference GECCO-99","author":"Harik G. R.","year":"1999","unstructured":"G. R. Harik and F. G. Lobo . A parameter-less genetic algorithm. In W. Banzhaf et al., editors , Proceedings of the Genetic and Evolutionary Computation Conference GECCO-99 , pages 258 -- 265 , San Francisco, CA , 1999 . Morgan Kaufmann. G. R. Harik and F. G. Lobo. A parameter-less genetic algorithm. In W. Banzhaf et al., editors, Proceedings of the Genetic and Evolutionary Computation Conference GECCO-99, pages 258--265, San Francisco, CA, 1999. Morgan Kaufmann."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICEC.1998.700083"},{"key":"e_1_3_2_1_12_1","volume-title":"Missouri Estimation of Distribution Algorithms Laboratory","author":"Hauschild M.","year":"2010","unstructured":"M. Hauschild and M. Pelikan . Network crossover performance on NK landscapes and deceptive problems. MEDAL Report No. 2010003 , Missouri Estimation of Distribution Algorithms Laboratory , University of Missouri-St. Louis ,, St. Louis, MO, 2010 . M. Hauschild and M. Pelikan. Network crossover performance on NK landscapes and deceptive problems. MEDAL Report No. 2010003, Missouri Estimation of Distribution Algorithms Laboratory, University of Missouri-St. Louis,, St. Louis, MO, 2010."},{"key":"e_1_3_2_1_13_1","volume-title":"The equilibrium genetic algorithm and the role of crossover","author":"Juels A.","year":"1993","unstructured":"A. Juels , S. Baluja , and A. Sinclair . The equilibrium genetic algorithm and the role of crossover , 1993 . Unpublished manuscript. A. Juels, S. Baluja, and A. Sinclair. The equilibrium genetic algorithm and the role of crossover, 1993. Unpublished manuscript."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4615-1539-5","volume-title":"Estimation of distribution algorithms: a new tool for Evolutionary Computation","author":"Larra\u00f1aga P.","year":"2002","unstructured":"P. Larra\u00f1aga and J. A. Lozano , editors . Estimation of distribution algorithms: a new tool for Evolutionary Computation . Kluwer Academic Publishers , Boston, MA , 2002 . P. Larra\u00f1aga and J. A. Lozano, editors. Estimation of distribution algorithms: a new tool for Evolutionary Computation. Kluwer Academic Publishers, Boston, MA, 2002."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-24854-5_127"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.5555\/1526026"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"crossref","DOI":"10.1007\/3-540-32494-1","volume-title":"Towards a New Evolutionary Computation: Advances on Estimation of Distribution Algorithms","author":"Lozano J. A.","year":"2006","unstructured":"J. A. Lozano , P. Larra\u00f1aga , I. Inza , and E. Bengoetxea , editors . Towards a New Evolutionary Computation: Advances on Estimation of Distribution Algorithms . Springer , Berlin, Germany , 2006 . J. A. Lozano, P. Larra\u00f1aga, I. Inza, and E. Bengoetxea, editors. Towards a New Evolutionary Computation: Advances on Estimation of Distribution Algorithms. Springer, Berlin, Germany, 2006."},{"key":"e_1_3_2_1_19_1","first-page":"178","volume-title":"H.-M. Voigt et al.","author":"M\u00fchlenbein H.","year":"1996","unstructured":"H. M\u00fchlenbein and G. Paa\u00df . From recombination of genes to the estimation of distributions I. Binary parameters . In H.-M. Voigt et al. , editors, Parallel Problem Solving from Nature -- PPSN IV, pages 178 -- 187 , Berlin, 1996 . Kluwer Academic Publishers . H. M\u00fchlenbein and G. Paa\u00df. From recombination of genes to the estimation of distributions I. Binary parameters. In H.-M. Voigt et al., editors, Parallel Problem Solving from Nature -- PPSN IV, pages 178--187, Berlin, 1996. Kluwer Academic Publishers."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1007\/978-3-540-34954-9_8","volume-title":"Scalable Optimization via Probabilistic Modeling, Studies in Computational Intelligence","author":"Ocenasek J.","year":"2006","unstructured":"J. Ocenasek , E. Cant\u00fa-Paz , M. Pelikan , and J. Schwarz . Design of parallel estimation of distribution algorithms . In M. Pelikan, K. Sastry, and E. Cant\u00fa-Paz, editors, Scalable Optimization via Probabilistic Modeling, Studies in Computational Intelligence , pages 187 -- 203 . Springer , 2006 . J. Ocenasek, E. Cant\u00fa-Paz, M. Pelikan, and J. Schwarz. Design of parallel estimation of distribution algorithms. In M. Pelikan, K. Sastry, and E. Cant\u00fa-Paz, editors, Scalable Optimization via Probabilistic Modeling, Studies in Computational Intelligence, pages 187--203. Springer, 2006."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/1570256.1570407"},{"key":"e_1_3_2_1_22_1","first-page":"275","volume-title":"Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2000)","author":"Pelikan M.","year":"2000","unstructured":"M. Pelikan and D. E. Goldberg . Hierarchical problem solving by the Bayesian optimization algorithm. In D. Whitley et al., editors , Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2000) , pages 275 -- 282 , Las Vegas, Nevada , 10-12 July 2000 . Morgan Kaufmann. M. Pelikan and D. E. Goldberg. Hierarchical problem solving by the Bayesian optimization algorithm. In D. Whitley et al., editors, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2000), pages 275--282, Las Vegas, Nevada, 10-12 July 2000. Morgan Kaufmann."},{"key":"e_1_3_2_1_23_1","first-page":"525","volume-title":"Proceedings of the Genetic and Evolutionary Computation Conference GECCO-99","author":"Pelikan M.","year":"1999","unstructured":"M. Pelikan , D. E. Goldberg , and E. Cant\u00fa-Paz . BOA: The Bayesian Optimization Algorithm. In W. Banzhaf et al., editors , Proceedings of the Genetic and Evolutionary Computation Conference GECCO-99 , pages 525 -- 532 , San Francisco, CA , 1999 . Morgan Kaufmann. M. Pelikan, D. E. Goldberg, and E. Cant\u00fa-Paz. BOA: The Bayesian Optimization Algorithm. In W. Banzhaf et al., editors, Proceedings of the Genetic and Evolutionary Computation Conference GECCO-99, pages 525--532, San Francisco, CA, 1999. Morgan Kaufmann."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1013500812258"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-24855-2_3"},{"key":"e_1_3_2_1_26_1","volume-title":"Parameter-less genetic algorithm: A worst-case time and space complexity analysis. IlliGAL Report No. 99014","author":"Pelikan M.","year":"1999","unstructured":"M. Pelikan and F. G. Lobo . Parameter-less genetic algorithm: A worst-case time and space complexity analysis. IlliGAL Report No. 99014 , University of Illinois at Urbana-Champaign , Illinois Genetic Algorithms Laboratory, Urbana, IL, 1999 . M. Pelikan and F. G. Lobo. Parameter-less genetic algorithm: A worst-case time and space complexity analysis. IlliGAL Report No. 99014, University of Illinois at Urbana-Champaign, Illinois Genetic Algorithms Laboratory, Urbana, IL, 1999."},{"key":"e_1_3_2_1_27_1","first-page":"531","volume-title":"Advances in Soft Computing -- Engineering Design and Manufacturing","author":"Pelikan M.","year":"1999","unstructured":"M. Pelikan and H. M\u00fchlenbein . The bivariate marginal distribution algorithm . In R. Roy, T. Furuhashi, and P. K. Chawdhry, editors, Advances in Soft Computing -- Engineering Design and Manufacturing , pages 531 -- 535 . Springer-Verlag , London , 1999 . M. Pelikan and H. M\u00fchlenbein. The bivariate marginal distribution algorithm. In R. Roy, T. Furuhashi, and P. K. Chawdhry, editors, Advances in Soft Computing -- Engineering Design and Manufacturing, pages 531--535. Springer-Verlag, London, 1999."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-540-34954-9","volume-title":"Scalable Optimization via Probabilistic Modelling: From Algorithms to Applications","author":"Pelikan M.","year":"2006","unstructured":"M. Pelikan , K. Sastry , and E. Cant\u00fa-Paz , editors . Scalable Optimization via Probabilistic Modelling: From Algorithms to Applications . Springer , 2006 . M. Pelikan, K. Sastry, and E. Cant\u00fa-Paz, editors. Scalable Optimization via Probabilistic Modelling: From Algorithms to Applications. Springer, 2006."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/1143997.1144072"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-79438-7_9"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/1068009.1068251"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/1388969.1389027"}],"event":{"name":"GECCO '10: Genetic and Evolutionary Computation Conference","sponsor":["SIGEVO ACM Special Interest Group on Genetic and Evolutionary Computation"],"location":"Portland Oregon USA","acronym":"GECCO '10"},"container-title":["Proceedings of the 12th annual conference companion on Genetic and evolutionary computation"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1830761.1830831","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1830761.1830831","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T11:22:33Z","timestamp":1750245753000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1830761.1830831"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,7,7]]},"references-count":30,"alternative-id":["10.1145\/1830761.1830831","10.1145\/1830761"],"URL":"https:\/\/doi.org\/10.1145\/1830761.1830831","relation":{},"subject":[],"published":{"date-parts":[[2010,7,7]]},"assertion":[{"value":"2010-07-07","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}