{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T00:15:45Z","timestamp":1772064945661,"version":"3.50.1"},"reference-count":48,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2017,2,7]],"date-time":"2017-02-07T00:00:00Z","timestamp":1486425600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"name":"Jiangsu Provincial National Science Foundation","award":["BK20160910"],"award-info":[{"award-number":["BK20160910"]}]},{"name":"Jiangsu Provincial National Science Foundation","award":["BK20140883"],"award-info":[{"award-number":["BK20140883"]}]},{"name":"China Postdoctoral Science Foundation funded project","award":["2015M571790"],"award-info":[{"award-number":["2015M571790"]}]},{"name":"China Postdoctoral Science Foundation funded project","award":["2015M581844"],"award-info":[{"award-number":["2015M581844"]}]},{"DOI":"10.13039\/501100010242","name":"Jiangsu Planned Projects for Postdoctoral Research Funds","doi-asserted-by":"crossref","award":["1501125B"],"award-info":[{"award-number":["1501125B"]}],"id":[{"id":"10.13039\/501100010242","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Natural science fund for colleges and universities in Jiangsu Province","award":["16KJB520034"],"award-info":[{"award-number":["16KJB520034"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Ambient Intell Human Comput"],"published-print":{"date-parts":[[2018,6]]},"DOI":"10.1007\/s12652-016-0445-5","type":"journal-article","created":{"date-parts":[[2017,2,6]],"date-time":"2017-02-06T23:36:50Z","timestamp":1486424210000},"page":"565-574","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":24,"title":["Knowledge based differential evolution for cloud computing service composition"],"prefix":"10.1007","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5846-4674","authenticated-orcid":false,"given":"Jin","family":"Qi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bin","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu","family":"Xue","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kun","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanfei","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,2,7]]},"reference":[{"key":"445_CR1","doi-asserted-by":"crossref","unstructured":"Acan A, Unveren A (2009) A memory-based colonization scheme for particle swarm optimization. In: 2009 IEEE Congress on Evolutionary Computation. pp\u00a01965\u20131972","DOI":"10.1109\/CEC.2009.4983181"},{"key":"445_CR2","doi-asserted-by":"crossref","first-page":"881","DOI":"10.1145\/1526709.1526828","volume-title":"Proceedings of the 18th International Conference on World Wide Web","author":"M Alrifai","year":"2009","unstructured":"Alrifai M, Risse T (2009) Combining global optimization with local selection for efficient QoS-aware service composition. In: Proceedings of the 18th International Conference on World Wide Web. ACM, New York, pp\u00a0881\u2013890"},{"key":"445_CR3","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1145\/2180861.2180864","volume":"6","author":"M Alrifai","year":"2012","unstructured":"Alrifai M, Risse T, Nejdl W (2012) A hybrid approach for efficient web service composition with end-to-end QoS constraints. ACM Trans Web 6:7","journal-title":"ACM Trans Web"},{"key":"445_CR4","doi-asserted-by":"crossref","unstructured":"Benouaret K, Benslimane D, Hadjali A, Barhamgi M (2011) Top-k Web Service Compositions Using Fuzzy Dominance Relationship. In: 2011 IEEE International Conference on Services Computing (SCC). pp\u00a0144\u2013151","DOI":"10.1109\/SCC.2011.86"},{"key":"445_CR5","doi-asserted-by":"crossref","unstructured":"Benyamina D, Hafid A, Gendreau M (2012) Wireless Mesh Networks Design\u2014A Survey. IEEE Communications Surveys Tutorials 14:299\u2013310","DOI":"10.1109\/SURV.2011.042711.00007"},{"key":"445_CR6","doi-asserted-by":"crossref","first-page":"3857","DOI":"10.1016\/j.eswa.2008.02.040","volume":"36","author":"F-D Chou","year":"2009","unstructured":"Chou F-D (2009) An experienced learning genetic algorithm to solve the single machine total weighted tardiness scheduling problem. Expert Syst Appl 36:3857\u20133865","journal-title":"Expert Syst Appl"},{"key":"445_CR7","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1504\/IJBIC.2015.069288","volume":"7","author":"LFS Coletta","year":"2015","unstructured":"Coletta LFS, Hruschka ER, Acharya A, Ghosh J (2015) A differential evolution algorithm to optimise the combination of classifier and cluster ensembles. Int J Bio Inspir Comput 7:111\u2013124","journal-title":"Int J Bio Inspir Comput"},{"key":"445_CR8","first-page":"43","volume":"3","author":"X Feng","year":"2009","unstructured":"Feng X, Wen W, Li B (2009) Semantic web services based intelligent telecommunication service model. J Electron Inf Technol 3:43\u201364","journal-title":"J Electron Inf Technol"},{"issue":"3","key":"445_CR9","doi-asserted-by":"crossref","first-page":"808","DOI":"10.1016\/j.ijar.2008.01.005","volume":"48","author":"G Fenza","year":"2008","unstructured":"Fenza G, Loia V, Senatore S (2008) A hybrid approach to semantic web services matchmaking. Int J Approx Reason 48(3):808\u2013828","journal-title":"Int J Approx Reason"},{"key":"445_CR10","doi-asserted-by":"crossref","first-page":"308","DOI":"10.1007\/11563952_28","volume-title":"Advances in web-age information management","author":"A Gao","year":"2005","unstructured":"Gao A, Yang D, Tang S, Zhang M (2005) Web service composition using markov decision processes. In: Fan W, Wu Z, Yang J (eds) Advances in web-age information management. Springer, Berlin Heidelberg, pp\u00a0308\u2013319"},{"issue":"2","key":"445_CR11","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1108\/IJWIS-12-2015-0040","volume":"12","author":"S Garg","year":"2016","unstructured":"Garg S, Modi K, Chaudhary S (2016) A QoS-aware approach for runtime discovery, selection and composition of semantic web services. Int J Web Inf Syst 12(2):177\u2013200","journal-title":"Int J Web Inf Syst"},{"key":"445_CR12","doi-asserted-by":"crossref","unstructured":"Gu B, Sheng V, (2016) A robust regularization path algorithm for v-support vector classification. IEEE Transactions on Neural Networks and Learning Systems","DOI":"10.1109\/TNNLS.2016.2527796"},{"key":"445_CR13","first-page":"377","volume":"6","author":"Guangjun Guo","year":"2011","unstructured":"Guo, Guangjun et al (2011) A method for semantic web service selection based on QoS ontology. J Comput 6:377\u2013386","journal-title":"J Comput"},{"key":"445_CR14","doi-asserted-by":"crossref","first-page":"663","DOI":"10.1007\/s11280-012-0157-5","volume":"15","author":"Y Hao","year":"2012","unstructured":"Hao Y, Zhang Y, Cao J (2012) A novel QoS model and computation framework in web service selection. World Wide Web 15:663\u2013684","journal-title":"World Wide Web"},{"key":"445_CR15","first-page":"2143","volume":"8","author":"J He","year":"2013","unstructured":"He J, Chen L, Wang X, Li Y (2013) Web service composition optimization based on improved artificial bee colony algorithm. J Netw 8:2143\u20132149","journal-title":"J Netw"},{"key":"445_CR16","doi-asserted-by":"crossref","first-page":"661","DOI":"10.1007\/s10489-014-0617-y","volume":"42","author":"Y Huo","year":"2014","unstructured":"Huo Y, Zhuang Y, Gu J et al (2014) Discrete gbest-guided artificial bee colony algorithm for cloud service composition. Appl Intell 42:661\u2013678","journal-title":"Appl Intell"},{"key":"445_CR17","doi-asserted-by":"crossref","first-page":"3809","DOI":"10.1016\/j.eswa.2013.12.017","volume":"41","author":"A Jula","year":"2014","unstructured":"Jula A, Sundararajan E, Othman Z (2014) Cloud computing service composition: a systematic literature review. Expert Syst Appl 41:3809\u20133824","journal-title":"Expert Syst Appl"},{"key":"445_CR18","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1023\/A:1007677805582","volume":"38","author":"RS Michalski","year":"2000","unstructured":"Michalski RS (2000) Learnable evolution model: evolutionary processes guided by machine learning. Mach Learn 38:9\u201340","journal-title":"Mach Learn"},{"key":"445_CR19","doi-asserted-by":"crossref","first-page":"398","DOI":"10.1109\/TEVC.2008.927706","volume":"13","author":"AK Qin","year":"2009","unstructured":"Qin AK, Huang VL, Suganthan PN (2009) Differential evolution algorithm with strategy adaptation for global numerical optimization. IEEE Trans Evol Comput 13:398\u2013417","journal-title":"IEEE Trans Evol Comput"},{"key":"445_CR20","doi-asserted-by":"crossref","first-page":"222","DOI":"10.1504\/IJBIC.2015.071065","volume":"7","author":"F Rashidi","year":"2015","unstructured":"Rashidi F, Abiri E, Niknam T, Salehi MR (2015) Parameter identification of power plant characteristics based on PMU data using differential evolution-based improved shuffled frog leaping algorithm. Int J Bio Inspir Comput 7:222\u2013239","journal-title":"Int J Bio Inspir Comput"},{"key":"445_CR21","unstructured":"Ren Y, Shen J, Wang J, Han j, Lee S (2015a) Mutual verifiable provable data auditing in public cloud storage. J Internet Technol 16:317\u2013323"},{"key":"445_CR22","unstructured":"Yongjun Ren, Jian Shen, Jin Wang, Jin Han, Sungyoung Lee (2015b) Mutual verifiable provable data auditing in public cloud storage. J Internet Technol 16(2):317\u2013323"},{"key":"445_CR23","doi-asserted-by":"crossref","unstructured":"Sharif O, \u00dcnveren A, Acan A (2009) Evolutionary Multi-Objective optimization for nurse scheduling problem. In: Fifth International Conference on Soft Computing, Computing with Words and Perceptions in System Analysis, Decision and Control, 2009. ICSCCW 2009. pp\u00a01\u20134","DOI":"10.1109\/ICSCCW.2009.5379458"},{"key":"445_CR24","first-page":"171","volume":"16","author":"J Shen","year":"2015","unstructured":"Shen J, Tan H, Wang J, Wang J, Lee S (2015) A novel routing protocol providing good transmission reliability in underwater sensor networks. J Internet Technol 16:171\u2013178","journal-title":"J Internet Technol"},{"issue":"2","key":"445_CR25","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1504\/IJGUC.2011.040601","volume":"2","author":"AD Stefano","year":"2011","unstructured":"Stefano AD, Morana G, Zito D (2011) Qos-aware services composition in p2pgrid environments. Int J Grid Util Comput 2(2):139\u2013147","journal-title":"Int J Grid Util Comput"},{"key":"445_CR26","doi-asserted-by":"crossref","unstructured":"Storn R (1996) On the usage of differential evolution for function optimization. In: Fuzzy Information Processing Society, 1996. NAFIPS., 1996 Biennial Conference of the North American. pp\u00a0519\u2013523","DOI":"10.1109\/NAFIPS.1996.534789"},{"key":"445_CR27","unstructured":"Storn R, Price K (1995) Differential evolution-a simple and efficient adaptive scheme for global optimization over continuous spaces. Technical Report TR-95-012, ICSI. ftp:\/\/ftp.icsi.berkeley.edu"},{"key":"445_CR28","doi-asserted-by":"crossref","first-page":"1034","DOI":"10.1007\/s00170-008-1534-1","volume":"41","author":"F Tao","year":"2008","unstructured":"Tao F, Hu Y, Zhao D et al (2008) Study on manufacturing grid resource service QoS modeling and evaluation. Int J Adv Manuf Technol 41:1034\u20131042","journal-title":"Int J Adv Manuf Technol"},{"key":"445_CR29","doi-asserted-by":"crossref","first-page":"2023","DOI":"10.1109\/TII.2012.2232936","volume":"9","author":"F Tao","year":"2013","unstructured":"Tao F, LaiLi Y, Xu L, Zhang L (2013) FC-PACO-RM: a parallel method for service composition optimal-selection in cloud manufacturing system. IEEE Trans Ind Inf 9:2023\u20132033","journal-title":"IEEE Trans Ind Inf"},{"key":"445_CR30","doi-asserted-by":"crossref","first-page":"307","DOI":"10.1504\/IJBIC.2015.072259","volume":"7","author":"S Thangavelu","year":"2015","unstructured":"Thangavelu S, Velayutham CS (2015) An investigation on mixing heterogeneous differential evolution variants in a distributed framework. Int J Bio Inspir Comput 7:307\u2013320","journal-title":"Int J Bio Inspir Comput"},{"key":"445_CR31","doi-asserted-by":"crossref","first-page":"4460","DOI":"10.1016\/j.eswa.2008.05.007","volume":"36","author":"P Wang","year":"2009","unstructured":"Wang P (2009) QoS-aware web services selection with intuitionistic fuzzy set under consumer\u2019s vague perception. Expert Syst Appl 36:4460\u20134466","journal-title":"Expert Syst Appl"},{"key":"445_CR32","doi-asserted-by":"crossref","first-page":"1900","DOI":"10.4028\/www.scientific.net\/AMR.403-408.1900","volume":"403\u2013408","author":"ZW Wang","year":"2011","unstructured":"Wang ZW (2011) Web Services Composition Algorithm Based on Mine Domain Ontology. Adv Mater Res 403\u2013408:1900\u20131904","journal-title":"Adv Mater Res"},{"key":"445_CR33","doi-asserted-by":"crossref","first-page":"116","DOI":"10.1007\/s11036-012-0373-3","volume":"18","author":"S Wang","year":"2012","unstructured":"Wang S, Sun Q, Zou H, Yang F (2012) Particle swarm optimization with skyline operator for fast cloud-based web service composition. Mobile Netw Appl 18:116\u2013121","journal-title":"Mobile Netw Appl"},{"key":"445_CR34","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1504\/IJBIC.2016.074630","volume":"8","author":"H Wang","year":"2016","unstructured":"Wang H, Wang W, Sun H, Rahnamayan S (2016) Firefly algorithm with random attraction. Int J Bio Inspir Comput 8:33\u201341","journal-title":"Int J Bio Inspir Comput"},{"key":"445_CR35","doi-asserted-by":"crossref","first-page":"1031","DOI":"10.3724\/SP.J.1016.2013.01031","volume":"36","author":"T Wen","year":"2013","unstructured":"Wen T, Sheng G, Guo Q, Li L (2013) Web service composition based on modified particle swarm optimization. Chin J Comput 36:1031\u20131046","journal-title":"Chin J Comput"},{"key":"445_CR36","doi-asserted-by":"crossref","first-page":"1281","DOI":"10.1145\/1143997.1144197","volume-title":"Proceedings of the 8th Annual Conference on Genetic and Evolutionary Computation","author":"J Wojtusiak","year":"2006","unstructured":"Wojtusiak J, Michalski RS (2006) The LEM3 implementation of learnable evolution model and its testing on complex function optimization problems. In: Proceedings of the 8th Annual Conference on Genetic and Evolutionary Computation. ACM, New York, pp\u00a01281\u20131288"},{"key":"445_CR37","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1007\/s12293-012-0088-9","volume":"4","author":"J Wojtusiak","year":"2012","unstructured":"Wojtusiak J, Warden T, Herzog O (2012) The learnable evolution model in agent-based delivery optimization. Memetic Comput 4:165\u2013181","journal-title":"Memetic Comput"},{"key":"445_CR38","doi-asserted-by":"crossref","unstructured":"Xia Z, Wang X, Sun X, Wang B (2014a) Steganalysis of least significant bit matching using multi-order differences. Secur Comm Netw 7:1283\u20131291","DOI":"10.1002\/sec.864"},{"key":"445_CR39","doi-asserted-by":"crossref","unstructured":"Xia Z, Wang X, Sun X et al (2014b) Steganalysis of LSB matching using differences between nonadjacent pixels. Multimed Tools Appl 75:1947\u20131962","DOI":"10.1007\/s11042-014-2381-8"},{"key":"445_CR40","doi-asserted-by":"crossref","first-page":"231","DOI":"10.1007\/s11277-014-1748-5","volume":"78","author":"S Xie","year":"2014","unstructured":"Xie S, Wang Y (2014) Construction of tree network with limited delivery latency in homogeneous wireless sensor networks. Wireless Pers Commun 78:231\u2013246","journal-title":"Wireless Pers Commun"},{"key":"445_CR41","first-page":"4076","volume":"31","author":"T Xu","year":"2010","unstructured":"Xu T, Wang H (2010) Web service composition based on multi-objective particle swarm optimization algorithm. Comput Eng Des 31:4076\u20134081","journal-title":"Comput Eng Des"},{"key":"445_CR42","doi-asserted-by":"crossref","first-page":"133","DOI":"10.1504\/IJBIC.2016.076652","volume":"8","author":"Z Xu","year":"2016","unstructured":"Xu Z, Unveren A, Acan A (2016) Probability collectives hybridised with differential evolution for global optimisation. Int J Bio Inspir Comput 8:133\u2013153","journal-title":"Int J Bio Inspir Comput"},{"key":"445_CR43","doi-asserted-by":"crossref","unstructured":"Yilmaz AE, Karagoz P (2014) Improved Genetic Algorithm Based Approach for QoS Aware Web Service Composition. In: 2014 IEEE International Conference on Web Services (ICWS). pp\u00a0463\u2013470","DOI":"10.1109\/ICWS.2014.72"},{"key":"445_CR44","first-page":"780","volume":"47","author":"PY Zhang","year":"2010","unstructured":"Zhang PY, Huang B, Sun YM (2010) A Web services matching mechanism based on semantics and QoS-aware aspect. J Comput Res Dev 47:780\u2013787","journal-title":"J Comput Res Dev"},{"key":"445_CR45","doi-asserted-by":"crossref","unstructured":"Zhangjie Fu, Xingming Sun, Qi Liu, Lu Zhou, Jiangang Shu (2015a) achieving efficient cloud search services: multi-keyword ranked search over encrypted cloud data supporting parallel computing. IEICE Trans Commun E98-B(1):190\u2013200","DOI":"10.1587\/transcom.E98.B.190"},{"key":"445_CR46","doi-asserted-by":"publisher","unstructured":"Zhangjie Fu, Kui Ren, Jiangang Shu, Xingming Sun, Fengxiao Huang (2015b) Enabling personalized search over encrypted outsourced data with efficiency improvement. IEEE Trans Parallel Distrib Syst. doi: 10.1109\/TPDS.2015.2506573","DOI":"10.1109\/TPDS.2015.2506573"},{"issue":"2","key":"445_CR47","first-page":"340","volume":"27","author":"Xinhui Wang Zhihua Xia","year":"2015","unstructured":"Zhihua Xia, Xinhui Wang, Xingming Sun, Qian Wang (2015) A secure and dynamic multi-keyword ranked search scheme over encrypted cloud data. IEEE Trans Parallel Distrib Syst 27(2):340\u2013352","journal-title":"IEEE Trans Parallel Distrib Syst"},{"key":"445_CR48","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1109\/TSC.2012.27","volume":"7","author":"G Zou","year":"2014","unstructured":"Zou G, Lu Q, Chen Y et al (2014) QoS-aware dynamic composition of web services using numerical temporal planning. IEEE Trans Serv Comput 7:18\u201331","journal-title":"IEEE Trans Serv Comput"}],"container-title":["Journal of Ambient Intelligence and Humanized Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s12652-016-0445-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12652-016-0445-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12652-016-0445-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,23]],"date-time":"2022-07-23T17:03:23Z","timestamp":1658595803000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s12652-016-0445-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,2,7]]},"references-count":48,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2018,6]]}},"alternative-id":["445"],"URL":"https:\/\/doi.org\/10.1007\/s12652-016-0445-5","relation":{},"ISSN":["1868-5137","1868-5145"],"issn-type":[{"value":"1868-5137","type":"print"},{"value":"1868-5145","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,2,7]]}}}