{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T08:28:32Z","timestamp":1769934512730,"version":"3.49.0"},"reference-count":29,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2009]]},"DOI":"10.1109\/isda.2009.181","type":"proceedings-article","created":{"date-parts":[[2010,1,7]],"date-time":"2010-01-07T12:05:37Z","timestamp":1262865937000},"page":"13-18","source":"Crossref","is-referenced-by-count":114,"title":["Scaling Genetic Algorithms Using MapReduce"],"prefix":"10.1109","author":[{"given":"Abhishek","family":"Verma","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xavier","family":"Llor\u00e0","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David E.","family":"Goldberg","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Roy H.","family":"Campbell","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","author":"goldberg","year":"1989","journal-title":"Genetic Algorithms in Search Optimization and Machine Learning"},{"key":"ref11","author":"goldberg","year":"2002","journal-title":"The Design of Innovation Lessons from and for Competent Genetic Algorithms"},{"key":"ref12","first-page":"493","article-title":"Messy genetic algorithms: Motivation, analysis, and first results","volume":"3","author":"goldberg","year":"1989","journal-title":"Complex Systems"},{"key":"ref13","author":"harik","year":"1999","journal-title":"Linkage learning via probabilistic modeling in the ECGA"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICEC.1998.700083"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/eScience.2008.78"},{"key":"ref16","first-page":"17","article-title":"On decentralizing selection algorithms","author":"jong","year":"1995","journal-title":"Proc of the Sixth International Conference on Genetic Algorithms"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2006.10.008"},{"key":"ref18","first-page":"28","article-title":"Coarse-grain parallel genetic algorithms: Categorization and new approach","author":"lin","year":"1994","journal-title":"Proceeedings of the Sixth IEEE Symposium on Parallel and Distributed Processing"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1569901.1570087"},{"key":"ref28","first-page":"2","article-title":"Uniform crossover in genetic algorithms","author":"sywerda","year":"1989","journal-title":"Proceedings of the Third International Conference on Genetic Algorithms"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/eScience.2008.59"},{"key":"ref27","first-page":"61","article-title":"On Crossover as an Evolutionary Viable Strategy","author":"schaffer","year":"1991","journal-title":"Proceedings of the 4th International Conference on Genetic Algorithms"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/1327452.1327492"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1093\/comjnl\/40.9.547"},{"key":"ref29","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1007\/3-540-49530-4_18","article-title":"A performance prediction framework for data intensive applications on large scale parallel machines","author":"uysal","year":"1998","journal-title":"In Proceedings of the Fourth Workshop on Languages Compilers and Run-time Systems for Scalable Computers"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/SSDM.2003.1214945"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/1165389.945450"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/0098-3004(94)90072-8"},{"key":"ref2","author":"cant\u00fa-paz","year":"2000","journal-title":"Efficient and Accurate Parallel Genetic Algorithms"},{"key":"ref9","first-page":"493","article-title":"Messy genetic algorithms: motivation, analysis, and first results","author":"goldberg","year":"1989","journal-title":"Complex Systems"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/HCW.2000.843737"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/eScience.2008.172"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/1134285.1134400"},{"key":"ref21","first-page":"184","article-title":"A fine-grained parallel genetic algorithm for distributed parallel systems","author":"maruyama","year":"1993","journal-title":"Proceedings of the 5th International Conference on Genetic Algorithms"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.1999.831262"},{"key":"ref23","article-title":"Evaluating mapreduce for multi-core and multiprocessor systems","author":"raghuraman","year":"2007","journal-title":"Proceedings of the 2007 IEEE 13th International Symposium on High Performance Computer Architecture"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/1276958.1277077"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICEC.1998.700088"}],"event":{"name":"2009 Ninth International Conference on Intelligent Systems Design and Applications","location":"Pisa, Italy","start":{"date-parts":[[2009,11,30]]},"end":{"date-parts":[[2009,12,2]]}},"container-title":["2009 Ninth International Conference on Intelligent Systems Design and Applications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/5362793\/5362794\/05362925.pdf?arnumber=5362925","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,18]],"date-time":"2017-06-18T23:30:58Z","timestamp":1497828658000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/5362925\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/isda.2009.181","relation":{},"subject":[],"published":{"date-parts":[[2009]]}}}