{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:36:48Z","timestamp":1750307808592,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":32,"publisher":"ACM","license":[{"start":{"date-parts":[[2008,7,12]],"date-time":"2008-07-12T00:00:00Z","timestamp":1215820800000},"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":[[2008,7,12]]},"DOI":"10.1145\/1389095.1389170","type":"proceedings-article","created":{"date-parts":[[2008,7,22]],"date-time":"2008-07-22T13:46:39Z","timestamp":1216734399000},"page":"399-406","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":8,"title":["UMDAs for dynamic optimization problems"],"prefix":"10.1145","author":[{"given":"Carlos M.","family":"Fernandes","sequence":"first","affiliation":[{"name":"LaSEEB-ISR\/IST, Lisbon, Portugal"}]},{"given":"Cl\u00e1udio","family":"Lima","sequence":"additional","affiliation":[{"name":"University of Algarve, Faro, Portugal"}]},{"given":"Agostinho C.","family":"Rosa","sequence":"additional","affiliation":[{"name":"LaSEEB-ISR\/IST, Lisbon, Portugal"}]}],"member":"320","published-online":{"date-parts":[[2008,7,12]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Technical Report 2004029, Illigal","author":"Abbass H. A.","year":"2004","unstructured":"Abbass , H. A. , Sastry K. , and Goldberg , D. E . 2004 . Oiling the wheels of change: The role of adaptive automatic problem decomposition in non-stationary environments. Technical Report 2004029, Illigal , University of Illinois at Urbana-Champaign, IL, USA Abbass, H. A., Sastry K., and Goldberg, D. E. 2004. Oiling the wheels of change: The role of adaptive automatic problem decomposition in non-stationary environments. Technical Report 2004029, Illigal, University of Illinois at Urbana-Champaign, IL, USA"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.5555\/647901.760885"},{"volume-title":"Evolutionary Algorithms in Theory and Practice","author":"Back T.","key":"e_1_3_2_1_3_1","unstructured":"Back , T. 1996. Evolutionary Algorithms in Theory and Practice . Oxford University Press . Back, T. 1996. Evolutionary Algorithms in Theory and Practice. Oxford University Press."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"crossref","unstructured":"Bonabeau E. Dorigo M. and Threraulaz G. 1999. Swarm intelligence: from natural to artificial systems. Oxford University Press.   Bonabeau E. Dorigo M. and Threraulaz G. 1999. Swarm intelligence: from natural to artificial systems. Oxford University Press.","DOI":"10.1093\/oso\/9780195131581.001.0001"},{"volume-title":"Evolutionary optimization in dynamic environments","author":"Branke J.","key":"e_1_3_2_1_6_1","unstructured":"Branke J. 2002. Evolutionary optimization in dynamic environments . Kluver Academic Publishers . Branke J. 2002. Evolutionary optimization in dynamic environments. Kluver Academic Publishers."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.1999.785502"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/1276958.1277068"},{"volume-title":"An investigation into the use of hypermutation as an adaptive operator in GAs having continuous, time--dependent non-stationary environments","author":"Cobb H.G.","key":"e_1_3_2_1_9_1","unstructured":"Cobb H.G. 1990. An investigation into the use of hypermutation as an adaptive operator in GAs having continuous, time--dependent non-stationary environments . Technical Report AIC-90-001, Naval Research Laboratory, Washington, USA. Cobb H.G. 1990. An investigation into the use of hypermutation as an adaptive operator in GAs having continuous, time--dependent non-stationary environments. Technical Report AIC-90-001, Naval Research Laboratory, Washington, USA."},{"volume-title":"Proceedings of the 1st European Conference on Artificial Life, MIT Press","author":"Colorni A.","key":"e_1_3_2_1_10_1","unstructured":"Colorni , A. , Dorigo , M. , and Maniezzo , V . 1992. Distributed Optimization by Ant Colonies . Proceedings of the 1st European Conference on Artificial Life, MIT Press , Cambridge, MA, 134--142. Colorni, A., Dorigo, M., and Maniezzo, V. 1992. Distributed Optimization by Ant Colonies. Proceedings of the 1st European Conference on Artificial Life, MIT Press, Cambridge, MA, 134--142."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/1276958.1276965"},{"volume-title":"Proceedings of the 2nd International Conference on Genetic Algorithms, ACM, 59--68","author":"Goldberg D.E.","key":"e_1_3_2_1_12_1","unstructured":"Goldberg , D.E. and Smith , R.E . 1987. Nonstationary function optimization using genetic algorithms with dominance and diploidy . Proceedings of the 2nd International Conference on Genetic Algorithms, ACM, 59--68 . Goldberg, D.E. and Smith, R.E. 1987. Nonstationary function optimization using genetic algorithms with dominance and diploidy. Proceedings of the 2nd International Conference on Genetic Algorithms, ACM, 59--68."},{"key":"e_1_3_2_1_13_1","volume-title":"Proceedings of Parallel Problem Solving from Nature, North-Holland, 137--144","author":"Grefenstette J.J.","year":"1992","unstructured":"Grefenstette , J.J. 1992 . Genetic algorithms for changing environments . Proceedings of Parallel Problem Solving from Nature, North-Holland, 137--144 . Grefenstette, J.J. 1992. Genetic algorithms for changing environments. Proceedings of Parallel Problem Solving from Nature, North-Holland, 137--144."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.5555\/1233735.1233736"},{"volume-title":"Proceedings of 3rd International Workshop ANTS, LNCS 2463","author":"Guntsch M.","key":"e_1_3_2_1_15_1","unstructured":"Guntsch , M. and Middendorf , M . 2002. Applying population based ACO to dynamic optimization problems . Proceedings of 3rd International Workshop ANTS, LNCS 2463 , Springer, 111--122. Guntsch, M. and Middendorf, M. 2002. Applying population based ACO to dynamic optimization problems. Proceedings of 3rd International Workshop ANTS, LNCS 2463, Springer, 111--122."},{"volume-title":"IlliGAL Report No. 99010, Illigal","author":"Harik G. R.","key":"e_1_3_2_1_16_1","unstructured":"Harik , G. R. 1999. Linkage learning via probabilistic modeling in the ECGA , IlliGAL Report No. 99010, Illigal , University of Illinois at Urbana--Champaign , IL, USA. Harik, G. R. 1999. Linkage learning via probabilistic modeling in the ECGA, IlliGAL Report No. 99010, Illigal, University of Illinois at Urbana--Champaign, IL, USA."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1162\/evco.2007.15.3.253"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"crossref","unstructured":"Larra\u00f1aga P. and Lozano J.A. 2002. Estimation of distribution algorithms: A new tool for evolutionary computation. Kluwer Academic Publishers Boston.  Larra\u00f1aga P. and Lozano J.A. 2002. Estimation of distribution algorithms: A new tool for evolutionary computation. Kluwer Academic Publishers Boston.","DOI":"10.1007\/978-1-4615-1539-5"},{"key":"e_1_3_2_1_19_1","first-page":"33","article-title":"Optimal mutation rate using bayesian priors for estimation of distribution algorithms. Stochastic Algorithms: Foundations and Applications","volume":"2264","author":"Mahnig T.","year":"2001","unstructured":"Mahnig , T. and Muhlenbein , H. 2001 . Optimal mutation rate using bayesian priors for estimation of distribution algorithms. Stochastic Algorithms: Foundations and Applications , LNCS 2264 , 33 -- 48 . Mahnig, T. and Muhlenbein, H. 2001. Optimal mutation rate using bayesian priors for estimation of distribution algorithms. Stochastic Algorithms: Foundations and Applications, LNCS 2264, 33--48.","journal-title":"LNCS"},{"key":"e_1_3_2_1_20_1","first-page":"51","article-title":"When will a GA outperform Hillclimbing","volume":"6","author":"Mitchell M.","year":"1991","unstructured":"Mitchell , M. 1991 . When will a GA outperform Hillclimbing ? Advances in Neural Information Processing Systems 6 , 51 -- 58 . Mitchell, M. 1991. When will a GA outperform Hillclimbing? Advances in Neural Information Processing Systems 6, 51--58.","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"crossref","unstructured":"Muehlenbein H. 1996. From recombination of the genes to the estimation of distribution. Parallel Problem Solving from Nature I North-Holland 178--187.   Muehlenbein H. 1996. From recombination of the genes to the estimation of distribution. Parallel Problem Solving from Nature I North-Holland 178--187.","DOI":"10.1007\/3-540-61723-X_982"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-32003-6_65"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1013500812258"},{"key":"e_1_3_2_1_24_1","volume-title":"Proceedings of ALifeX, MIT Press, 393--399","author":"Ramos V.","year":"2006","unstructured":"Ramos , V. , Fernandes , C.M. , Rosa , A.C. 2006 . On self-regulated swarms, societal memory, speed and dynamics . Proceedings of ALifeX, MIT Press, 393--399 . Ramos, V., Fernandes, C.M., Rosa, A.C. 2006. On self-regulated swarms, societal memory, speed and dynamics. Proceedings of ALifeX, MIT Press, 393--399."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177729586"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1023\/a:1010091220143"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-30549-1_75"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/1068009.1068123"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1162\/1063656053583414"},{"key":"e_1_3_2_1_30_1","volume-title":"Proceedings of the 2005 Congress on Evolutionary Computation, IEEE, 2560--2567","author":"Yang S.","year":"2005","unstructured":"Yang , S. 2005 . Memory-enhanced univariate marginal distribution algorithms . Proceedings of the 2005 Congress on Evolutionary Computation, IEEE, 2560--2567 . Yang, S. 2005. Memory-enhanced univariate marginal distribution algorithms. Proceedings of the 2005 Congress on Evolutionary Computation, IEEE, 2560--2567."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-004-0422-3"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/1143997.1144078"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1023\/B:ANOR.0000039526.52305.af"}],"event":{"name":"GECCO08: Genetic and Evolutionary Computation Conference","sponsor":["SIGEVO ACM Special Interest Group on Genetic and Evolutionary Computation","ACM Association for Computing Machinery"],"location":"Atlanta GA USA","acronym":"GECCO08"},"container-title":["Proceedings of the 10th annual conference on Genetic and evolutionary computation"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1389095.1389170","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1389095.1389170","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T13:56:41Z","timestamp":1750255001000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1389095.1389170"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008,7,12]]},"references-count":32,"alternative-id":["10.1145\/1389095.1389170","10.1145\/1389095"],"URL":"https:\/\/doi.org\/10.1145\/1389095.1389170","relation":{},"subject":[],"published":{"date-parts":[[2008,7,12]]},"assertion":[{"value":"2008-07-12","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}