{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,31]],"date-time":"2025-10-31T07:43:58Z","timestamp":1761896638679},"reference-count":36,"publisher":"Springer Science and Business Media LLC","issue":"18","license":[{"start":{"date-parts":[[2017,11,28]],"date-time":"2017-11-28T00:00:00Z","timestamp":1511827200000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"name":"National Science and technology support program","award":["2015BAF11B01"],"award-info":[{"award-number":["2015BAF11B01"]}]},{"name":"Hunan Natural Science Fund Project","award":["14JJ1011"],"award-info":[{"award-number":["14JJ1011"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2018,9]]},"DOI":"10.1007\/s00500-017-2950-7","type":"journal-article","created":{"date-parts":[[2017,11,27]],"date-time":"2017-11-27T23:13:50Z","timestamp":1511824430000},"page":"6087-6098","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Modified clustering-based differential evolution with a flexible combination of exploration and exploitation"],"prefix":"10.1007","volume":"22","author":[{"given":"Wei","family":"Sun","sequence":"first","affiliation":[]},{"given":"Yuxue","family":"Song","sequence":"additional","affiliation":[]},{"given":"Anping","family":"Lin","sequence":"additional","affiliation":[]},{"given":"Hongwei","family":"Tang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,11,28]]},"reference":[{"key":"2950_CR1","first-page":"831","volume":"1","author":"HA Abbass","year":"2002","unstructured":"Abbass HA (2002) The self-adaptive pareto differential evolution algorithm. IEEE C Evol Comput 1:831\u2013836","journal-title":"IEEE C Evol Comput"},{"key":"2950_CR2","doi-asserted-by":"crossref","first-page":"646","DOI":"10.1109\/TEVC.2006.872133","volume":"10","author":"J Brest","year":"2006","unstructured":"Brest J, Greiner S, Boskovic B, Mernik M, Zumer V (2006) Self-adapting control parameters in differential evolution: a comparative study on numerical benchmark problems. IEEE T Evolut Comput 10:646\u2013657","journal-title":"IEEE T Evolut Comput"},{"key":"2950_CR3","doi-asserted-by":"publisher","first-page":"2157","DOI":"10.1007\/s00500-010-0644-5","volume":"15","author":"J Brest","year":"2011","unstructured":"Brest J, Maucec MS (2011) Self-adaptive differential evolution algorithm using population size reduction and three strategies. Soft Comput 15:2157\u20132174. \n                        https:\/\/doi.org\/10.1007\/s00500-010-0644-5","journal-title":"Soft Comput"},{"key":"2950_CR4","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1109\/Tii.2012.2198658","volume":"9","author":"SM Elsayed","year":"2013","unstructured":"Elsayed SM, Sarker RA, Essam DL (2013a) An improved self-adaptive differential evolution algorithm for optimization problems. IEEE Trans Ind Inform 9:89\u201399. \n                        https:\/\/doi.org\/10.1109\/Tii.2012.2198658","journal-title":"IEEE Trans Ind Inform"},{"key":"2950_CR5","doi-asserted-by":"publisher","first-page":"771","DOI":"10.1007\/s10589-012-9493-8","volume":"54","author":"SM Elsayed","year":"2013","unstructured":"Elsayed SM, Sarker RA, Essam DL (2013b) Self-adaptive differential evolution incorporating a heuristic mixing of operators. Comput Optim Appl 54:771\u2013790. \n                        https:\/\/doi.org\/10.1007\/s10589-012-9493-8","journal-title":"Comput Optim Appl"},{"key":"2950_CR6","doi-asserted-by":"crossref","first-page":"1088","DOI":"10.1016\/j.ejor.2006.06.043","volume":"185","author":"C Garc\u00eda-Mart\u00ednez","year":"2008","unstructured":"Garc\u00eda-Mart\u00ednez C, Lozano M, Herrera F, Molina D, S\u00e1nchez AM (2008) Global and local real-coded genetic algorithms based on parent-centric crossover operators. Eur J Oper Res 185:1088\u20131113","journal-title":"Eur J Oper Res"},{"key":"2950_CR7","first-page":"56","volume":"206","author":"W Gong","year":"2008","unstructured":"Gong W, Cai Z, Jiang L (2008) Enhancing the performance of differential evolution using orthogonal design method. Appl Math Comput 206:56\u201369","journal-title":"Appl Math Comput"},{"key":"2950_CR8","doi-asserted-by":"crossref","unstructured":"Huang VL, Qin AK, Suganthan PN (2006) Self-adaptive differential evolution algorithm for constrained real-parameter optimization. In: IEEE congress on evolutionary computation, CEC 2006, pp 17\u201324","DOI":"10.1109\/CEC.2006.1688285"},{"key":"2950_CR9","doi-asserted-by":"crossref","first-page":"264","DOI":"10.1145\/331499.331504","volume":"31","author":"AK Jain","year":"1999","unstructured":"Jain AK, Murty MN, Flynn PJ (1999) Data clustering: a review. ACM Comput Surv 31:264\u2013323","journal-title":"ACM Comput Surv"},{"key":"2950_CR10","doi-asserted-by":"crossref","unstructured":"Joshi R, Sanderson AC (1997) Minimal representation multisensor fusion using differential evolution. In: IEEE international symposium on computational intelligence in robotics and automation, p 266","DOI":"10.1109\/CIRA.1997.613868"},{"issue":"8","key":"2950_CR11","first-page":"2665","volume":"I","author":"CH Lee","year":"2012","unstructured":"Lee CH, Kuo CT, Chang HH (2012) Performance enhancement of the differential evolution algorithm using local search and a self-adaptive scaling factor. Int J Innov Comput I(8):2665\u20132679","journal-title":"Int J Innov Comput"},{"key":"2950_CR12","volume-title":"A clustering-based differential evolution with random-based sampling and Gaussian sampling","author":"G Liu","year":"2016","unstructured":"Liu G, Guo Z (2016) A clustering-based differential evolution with random-based sampling and Gaussian sampling. Elsevier, Amsterdam"},{"key":"2950_CR13","doi-asserted-by":"crossref","first-page":"663","DOI":"10.1016\/j.asoc.2011.09.020","volume":"12","author":"G Liu","year":"2012","unstructured":"Liu G, Li Y, Nie X, Zheng H (2012) A novel clustering-based differential evolution with 2 multi-parent crossovers for global optimization. Appl Soft Comput 12:663\u2013681","journal-title":"Appl Soft Comput"},{"key":"2950_CR14","doi-asserted-by":"crossref","first-page":"2173","DOI":"10.1007\/s00500-014-1399-1","volume":"19","author":"G Liu","year":"2015","unstructured":"Liu G, Xiong C, Guo Z (2015) Enhanced differential evolution using random-based sampling and neighborhood mutation. Soft Comput 19:2173\u20132192","journal-title":"Soft Comput"},{"key":"2950_CR15","doi-asserted-by":"crossref","first-page":"448","DOI":"10.1007\/s00500-004-0363-x","volume":"9","author":"J Liu","year":"2005","unstructured":"Liu J, Lampinen J (2005) A fuzzy adaptive differential evolution algorithm. Soft Comput 9:448\u2013462","journal-title":"Soft Comput"},{"key":"2950_CR16","doi-asserted-by":"crossref","first-page":"1679","DOI":"10.1016\/j.asoc.2010.04.024","volume":"11","author":"R Mallipeddi","year":"2011","unstructured":"Mallipeddi R, Suganthan PN, Pan QK, Tasgetiren MF (2011) Differential evolution algorithm with ensemble of parameters and mutation strategies. Appl Soft Comput 11:1679\u20131696","journal-title":"Appl Soft Comput"},{"key":"2950_CR17","doi-asserted-by":"crossref","unstructured":"Ogiela L (2008) Cognitive computational intelligence in medical pattern semantic understanding. In: International conference on natural computation, pp 245\u2013247","DOI":"10.1109\/ICNC.2008.714"},{"key":"2950_CR18","doi-asserted-by":"crossref","first-page":"130","DOI":"10.1016\/j.pmcj.2015.05.007","volume":"29","author":"L Ogiela","year":"2015","unstructured":"Ogiela L (2015) Cryptographic techniques of strategic data splitting and secure information management. Pervasive Mobile Comput 29:130\u2013141","journal-title":"Pervasive Mobile Comput"},{"key":"2950_CR19","series-title":"Natural computing series","volume-title":"Differential evolution: a practical approach to global optimization","author":"K Price","year":"2005","unstructured":"Price K, Storn RM, Lampinen JA (2005) Differential evolution: a practical approach to global optimization. Natural computing series. Springer, New York"},{"key":"2950_CR20","doi-asserted-by":"publisher","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 Evolut Comput 13:398\u2013417. \n                        https:\/\/doi.org\/10.1109\/Tevc.2008.927706","journal-title":"IEEE Trans Evolut Comput"},{"key":"2950_CR21","doi-asserted-by":"crossref","unstructured":"Qin AK, Suganthan PN (2005) Self-adaptive differential evolution algorithm for numerical optimization. In: The 2005 IEEE congress on evolutionary computation 2005, vol 1782, pp 1785\u20131791","DOI":"10.1109\/CEC.2005.1554904"},{"key":"2950_CR22","doi-asserted-by":"crossref","unstructured":"Rahnamayan S, Wang GG (2009) Center-based sampling for population-based algorithms. In: IEEE congress on evolutionary computation 2009 (CEC \u201909), pp 933\u2013938","DOI":"10.1109\/CEC.2009.4983045"},{"key":"2950_CR23","unstructured":"Sethi PC, Behera PK (2015) Secured packet inspection with hierarchical pattern matching implemented using incremental clustering algorithm. In: International conference on high performance computing and applications, pp 1\u20136"},{"key":"2950_CR24","doi-asserted-by":"crossref","unstructured":"Storn R (1996) On the usage of differential evolution for function optimization. In: Biennial conference of the North American fuzzy information processing society (NAFIPS), IEEE, Berkeley, pp 519\u2013523","DOI":"10.1109\/NAFIPS.1996.534789"},{"key":"2950_CR25","unstructured":"Storn R, Price K (1995) Differential evolution\u2014a simple and efficient adaptive scheme for global optimization over continuous spaces, Technical, Report TR-95-012, ICSI"},{"key":"2950_CR26","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1023\/a:1008202821328","volume":"11","author":"R Storn","year":"1997","unstructured":"Storn R, Price K (1997) Differential evolution\u2014a simple and efficient heuristic for global optimization over continuous spaces. J Glob Optim 11:341\u2013359. \n                        https:\/\/doi.org\/10.1023\/a:1008202821328","journal-title":"J Glob Optim"},{"key":"2950_CR27","doi-asserted-by":"crossref","first-page":"673","DOI":"10.1007\/s00500-005-0537-1","volume":"10","author":"J Teo","year":"2006","unstructured":"Teo J (2006) Exploring dynamic self-adaptive populations in differential evolution. Soft Comput 10:673\u2013686","journal-title":"Soft Comput"},{"key":"2950_CR28","doi-asserted-by":"crossref","first-page":"3092","DOI":"10.1016\/j.asoc.2012.11.027","volume":"13","author":"R Ugolotti","year":"2013","unstructured":"Ugolotti R, Nashed YSG, Mesejo P, Ivekovi\u010d \u0160, Mussi L, Cagnoni S (2013) Particle Swarm Optimization and Differential Evolution for model-based object detection. Appl Soft Comput J 13:3092\u20133105","journal-title":"Appl Soft Comput J"},{"key":"2950_CR29","unstructured":"Vesterstrom J, Thomsen RA (2013) comparative study of differential evolution, particle swarm optimization, and evolutionary algorithms on numerical benchmark problems. In: Congress on evolutionary computation, 2004. (CEC \u201904), vol 1982, pp 1980\u20131987"},{"key":"2950_CR30","doi-asserted-by":"crossref","first-page":"634","DOI":"10.1109\/TSMCB.2012.2213808","volume":"43","author":"H Wang","year":"2013","unstructured":"Wang H, Rahnamayan S, Sun H, Omran MGH (2013) Gaussian bare-bones differential evolution. IEEE Trans Cybern 43:634","journal-title":"IEEE Trans Cybern"},{"key":"2950_CR31","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1109\/TEVC.2010.2087271","volume":"15","author":"Y Wang","year":"2011","unstructured":"Wang Y, Cai Z, Zhang Q (2011) Differential evolution with composite trial vector generation strategies and control parameters. IEEE Trans Evolut Comput 15:55\u201366","journal-title":"IEEE Trans Evolut Comput"},{"key":"2950_CR32","unstructured":"Xue F, Sanderson AC, Bonissone PP, Graves RJ (2005) Fuzzy logic controlled multi-objective differential evolution. In: The IEEE international conference on fuzzy systems, pp 720\u2013725"},{"key":"2950_CR33","unstructured":"IEEE Trans Evolut Comput (2002) Evolutionary programming made faster\u2014evolutionary computation. 3:82\u2013102"},{"key":"2950_CR34","unstructured":"Zhang J, Avasarala V, Sanderson AC, Mullen T (2008) Differential evolution for discrete optimization: an experimental study on combinatorial auction problems. In: Evolutionary computation, pp 2794\u20132800"},{"key":"2950_CR35","doi-asserted-by":"crossref","first-page":"557","DOI":"10.1016\/j.ejor.2009.01.020","volume":"200","author":"J Zhang","year":"2010","unstructured":"Zhang J, Avasarala V, Subbu R (2010) Evolutionary optimization of transition probability matrices for credit decision-making. Eur J Oper Res 200:557\u2013567","journal-title":"Eur J Oper Res"},{"key":"2950_CR36","doi-asserted-by":"crossref","first-page":"945","DOI":"10.1109\/TEVC.2009.2014613","volume":"13","author":"J Zhang","year":"2009","unstructured":"Zhang J, Sanderson AC (2009) JADE: adaptive differential evolution with optional external archive. IEEE Trans Evolut Comput 13:945\u2013958","journal-title":"IEEE Trans Evolut Comput"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00500-017-2950-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-017-2950-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-017-2950-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,8,23]],"date-time":"2018-08-23T02:00:45Z","timestamp":1534989645000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00500-017-2950-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,11,28]]},"references-count":36,"journal-issue":{"issue":"18","published-print":{"date-parts":[[2018,9]]}},"alternative-id":["2950"],"URL":"https:\/\/doi.org\/10.1007\/s00500-017-2950-7","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"value":"1432-7643","type":"print"},{"value":"1433-7479","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,11,28]]}}}