{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T12:32:14Z","timestamp":1730205134113,"version":"3.28.0"},"reference-count":51,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,7]]},"DOI":"10.1109\/cec.2018.8477850","type":"proceedings-article","created":{"date-parts":[[2018,11,12]],"date-time":"2018-11-12T13:12:42Z","timestamp":1542028362000},"page":"1-8","source":"Crossref","is-referenced-by-count":0,"title":["Evolutionary Scientific Workflows"],"prefix":"10.1109","author":[{"given":"Sergio Manuel Serra","family":"da Cruz","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anderson","family":"de Oliveira","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fabricio Firminode","family":"de Faria","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1002\/0471142727.mb1910s89"},{"key":"ref38","article-title":"Swift: Fast, Reliable, Loosely Coupled Parallel Computation","author":"zhao","year":"2007","journal-title":"Congress on Services"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/s10723-005-9010-8"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1155\/2005\/128026"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1003285"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/MCSE.2012.38"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-84628-757-2_20"},{"key":"ref36","first-page":"1722","article-title":"Design and Implementation of Kepler Workflows for BioEarth","volume":"29","author":"mullis","year":"2014","journal-title":"Conference on Computational Science"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-84628-757-2_19"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-84628-757-2_11"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1376616.1376772"},{"key":"ref27","article-title":"K. Workflow Management: Models, Methods, and Systems (Cooperative Information Systems)","author":"van der aalst","year":"2014","journal-title":"Massachusetts The MIT Press"},{"key":"ref29","first-page":"12","article-title":"A Survey of the Practice of Computational Science","author":"prabhu","year":"2011","journal-title":"Proc SCM-11"},{"journal-title":"Evolutionary Algorithms for Solving Multi-Objective Problems","year":"2007","author":"coello coello","key":"ref2"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1887\/0750308958"},{"key":"ref20","first-page":"151","article-title":"The Generalized Island Model. Parallel Architectures & Bioinspired Algorithms","author":"izzo","year":"2011","journal-title":"SCI 415"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2480741.2480752"},{"key":"ref21","first-page":"1173","article-title":"The Asynchronous Island Model and NSGA-II: Study of a New Migration Operator and its Performance","author":"m\u00e4rtens","year":"0","journal-title":"Proc of GECCO 2013"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/1142473.1142574"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.parco.2010.04.002"},{"key":"ref26","article-title":"The Fourth Paradigm: Data-Intensive Scientific Discovery, 1","author":"hey","year":"2009","journal-title":"Microsoft Research USA"},{"key":"ref25","first-page":"5","article-title":"Making Massive Computational Experiments Painless","author":"monajemi","year":"2016","journal-title":"IEEE Intl Conf on Big Data"},{"key":"ref50","first-page":"169","article-title":"Towards a Standard Approach for Optimization in Science and Engineering","volume":"1","author":"comin","year":"0","journal-title":"Proc of the 8th International Joint Conference on Software Technologies"},{"key":"ref51","first-page":"8","article-title":"Towards an e-infrastructure for Open Science in Soils Securit","author":"cruz","year":"2018","journal-title":"Proc of the XII Brazilian workshop of E-Science"},{"key":"ref10","first-page":"11","volume":"10","author":"freire","year":"2008","journal-title":"Provenance for Computational Tasks A Survey Computing in Science and Engineering"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/SERVICES-I.2009.18"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/eScience.2008.172"},{"key":"ref12","first-page":"671","volume":"220","author":"kirkpatrick","year":"1983","journal-title":"Optimization by simulated annealing Science"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICNN.1995.488968"},{"key":"ref14","article-title":"An Idea Based On Honey Bee Swarm For Numerical Optimization","author":"karaboga","year":"2005","journal-title":"Technical report-tr06"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.jocs.2010.04.002"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1098\/rsta.2009.0035"},{"key":"ref17","first-page":"1443","article-title":"Multi-objective optimization in scientific workflow","author":"nguyen","year":"2017","journal-title":"Proceedings of International Computing Sciences Conferences"},{"key":"ref18","first-page":"2301","article-title":"Parallel global optimisation metaheuristics using an asynchronous island-model","author":"izzo","year":"2009","journal-title":"IEEE Congress on Evolutionary Computation"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.parco.2010.04.002"},{"key":"ref4","article-title":"New trends in evolutionary computation","author":"bentley","year":"2001","journal-title":"Proc of the Congress on Evolutionary Computation"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.ecolsys.30.1.593"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2014.03.007"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1504\/IJBPIM.2010.033176"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.994"},{"key":"ref7","first-page":"51","article-title":"A System Architecture for Running Big Data Workflows in the Cloud","author":"kashlev","year":"2014","journal-title":"IEEE International Conference on SCC&#x2019; 14"},{"key":"ref49","first-page":"430","article-title":"Workflow Support for Advanced Grid-Enabled Computing","author":"xu","year":"2004","journal-title":"Proc of the UK e-Science All Hands Meeting"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2008.06.012"},{"year":"2018","key":"ref46"},{"key":"ref45","doi-asserted-by":"crossref","first-page":"476","DOI":"10.1038\/nature14544","article-title":"From evolutionary computation to the evolution of things","volume":"521","author":"eiben","year":"2015","journal-title":"Nature"},{"year":"2018","key":"ref48"},{"year":"2018","key":"ref47"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/2451248.2451252"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/2110486.2110490"},{"key":"ref44","article-title":"Adaptation in Natural and Artificial Systems","author":"holland","year":"1992","journal-title":"MIT Press"},{"key":"ref43","article-title":"Metaheuristics: From Design to Implementation","author":"talbi","year":"2009","journal-title":"Wiley Publishing"}],"event":{"name":"2018 IEEE Congress on Evolutionary Computation (CEC)","start":{"date-parts":[[2018,7,8]]},"location":"Rio de Janeiro","end":{"date-parts":[[2018,7,13]]}},"container-title":["2018 IEEE Congress on Evolutionary Computation (CEC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8466244\/8477640\/08477850.pdf?arnumber=8477850","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T00:23:43Z","timestamp":1598228623000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8477850\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7]]},"references-count":51,"URL":"https:\/\/doi.org\/10.1109\/cec.2018.8477850","relation":{},"subject":[],"published":{"date-parts":[[2018,7]]}}}