{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T14:10:20Z","timestamp":1775225420975,"version":"3.50.1"},"reference-count":27,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2017,12,27]],"date-time":"2017-12-27T00:00:00Z","timestamp":1514332800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"name":"JSPS KAKENHI Grant","award":["JP17K12751"],"award-info":[{"award-number":["JP17K12751"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Memetic Comp."],"published-print":{"date-parts":[[2018,12]]},"DOI":"10.1007\/s12293-017-0247-0","type":"journal-article","created":{"date-parts":[[2017,12,27]],"date-time":"2017-12-27T02:46:33Z","timestamp":1514342793000},"page":"353-367","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":144,"title":["CBSO: a memetic brain storm optimization with chaotic local search"],"prefix":"10.1007","volume":"10","author":[{"given":"Yang","family":"Yu","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5042-3261","authenticated-orcid":false,"given":"Shangce","family":"Gao","sequence":"additional","affiliation":[]},{"given":"Shi","family":"Cheng","sequence":"additional","affiliation":[]},{"given":"Yirui","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Shuangyu","family":"Song","sequence":"additional","affiliation":[]},{"given":"Fenggang","family":"Yuan","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,12,27]]},"reference":[{"issue":"2","key":"247_CR1","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1007\/s11047-008-9098-4","volume":"8","author":"L Bianchi","year":"2009","unstructured":"Bianchi L, Dorigo M, Gambardella LM, Gutjahr WJ (2009) A survey on metaheuristics for stochastic combinatorial optimization. Nat Comput 8(2):239\u2013287","journal-title":"Nat Comput"},{"issue":"6","key":"247_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 Trans Evol Comput 10(6):646\u2013657","journal-title":"IEEE Trans Evol Comput"},{"issue":"3","key":"247_CR3","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1109\/TEVC.2003.810069","volume":"7","author":"R Caponetto","year":"2003","unstructured":"Caponetto R, Fortuna L, Fazzino S, Xibilia MG (2003) Chaotic sequences to improve the performance of evolutionary algorithms. IEEE Trans Evol Comput 7(3):289\u2013304","journal-title":"IEEE Trans Evol Comput"},{"issue":"3","key":"247_CR4","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1145\/2480741.2480752","volume":"45","author":"M \u010crepin\u0161ek","year":"2013","unstructured":"\u010crepin\u0161ek M, Liu S, Mernik M (2013) Exploration and exploitation in evolutionary algorithms: a survey. ACM Comput Surv (CSUR) 45(3):35","journal-title":"ACM Comput Surv (CSUR)"},{"key":"247_CR5","unstructured":"Das S, Suganthan PN (2010) Problem definitions and evaluation criteria for CEC 2011 competition on testing evolutionary algorithms on real world optimization problems. Jadavpur University, Nanyang Technological University, Kolkata"},{"key":"247_CR6","first-page":"48","volume":"231","author":"S Gao","year":"2014","unstructured":"Gao S, Vairappan C, Wang Y, Cao Q, Tang Z (2014a) Gravitational search algorithm combined with chaos for unconstrained numerical optimization. Appl Math Comput 231:48\u201362","journal-title":"Appl Math Comput"},{"key":"247_CR7","doi-asserted-by":"crossref","first-page":"112","DOI":"10.1016\/j.ins.2014.02.104","volume":"270","author":"W Gao","year":"2014","unstructured":"Gao W, Liu S, Huang L (2014b) Enhancing artificial bee colony algorithm using more information-based search equations. Inf Sci 270:112\u2013133","journal-title":"Inf Sci"},{"issue":"6","key":"247_CR8","doi-asserted-by":"crossref","first-page":"617","DOI":"10.1007\/s10732-008-9080-4","volume":"15","author":"S Garc\u00eda","year":"2009","unstructured":"Garc\u00eda S, Molina D, Lozano M, Herrera F (2009) A study on the use of non-parametric tests for analyzing the evolutionary algorithms behaviour: a case study on the CEC2005 special session on real parameter optimization. J Heuristics 15(6):617\u2013644","journal-title":"J Heuristics"},{"issue":"4","key":"247_CR9","doi-asserted-by":"crossref","first-page":"409","DOI":"10.1080\/019697298125678","volume":"29","author":"W Jiang","year":"1998","unstructured":"Jiang W, Li B (1998) Optimizing complex functions by chaos search. Cybern Syst 29(4):409\u2013419","journal-title":"Cybern Syst"},{"issue":"4","key":"247_CR10","doi-asserted-by":"crossref","first-page":"827","DOI":"10.1007\/s00521-014-1751-5","volume":"26","author":"AR Jordehi","year":"2015","unstructured":"Jordehi AR (2015) A chaotic artificial immune system optimisation algorithm for solving global continuous optimisation problems. Neural Comput Appl 26(4):827\u2013833","journal-title":"Neural Comput Appl"},{"key":"247_CR11","volume-title":"In the wake of chaos: unpredictable order in dynamical systems","author":"SH Kellert","year":"1994","unstructured":"Kellert SH (1994) In the wake of chaos: unpredictable order in dynamical systems. University of Chicago press, Chicago"},{"issue":"15","key":"247_CR12","doi-asserted-by":"crossref","first-page":"1400","DOI":"10.1016\/j.ijleo.2015.04.028","volume":"126","author":"C Li","year":"2015","unstructured":"Li C, Duan H (2015) Information granulation-based fuzzy rbfnn for image fusion based on chaotic brain storm optimization. Opt Int J Light Electron Opt 126(15):1400\u20131406","journal-title":"Opt Int J Light Electron Opt"},{"issue":"5","key":"247_CR13","doi-asserted-by":"crossref","first-page":"1261","DOI":"10.1016\/j.chaos.2004.11.095","volume":"25","author":"B Liu","year":"2005","unstructured":"Liu B, Wang L, Jin YH, Tang F, Huang DX (2005) Improved particle swarm optimization combined with chaos. Chaos Solitons Fractals 25(5):1261\u20131271","journal-title":"Chaos Solitons Fractals"},{"issue":"2","key":"247_CR14","doi-asserted-by":"crossref","first-page":"378","DOI":"10.1016\/j.engappai.2010.10.014","volume":"24","author":"Y Lu","year":"2011","unstructured":"Lu Y, Zhou J, Qin H, Wang Y, Zhang Y (2011) Chaotic differential evolution methods for dynamic economic dispatch with valve-point effects. Eng Appl Artif Intel 24(2):378\u2013387","journal-title":"Eng Appl Artif Intel"},{"issue":"4","key":"247_CR15","doi-asserted-by":"crossref","first-page":"7798","DOI":"10.1016\/j.eswa.2008.11.041","volume":"36","author":"J Luengo","year":"2009","unstructured":"Luengo J, Garc\u00eda S, Herrera F (2009) A study on the use of statistical tests for experimentation with neural networks: analysis of parametric test conditions and non-parametric tests. Expert Syst Appl 36(4):7798\u20137808","journal-title":"Expert Syst Appl"},{"key":"247_CR16","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1016\/j.advengsoft.2016.01.008","volume":"95","author":"S Mirjalili","year":"2016","unstructured":"Mirjalili S, Lewis A (2016) The whale optimization algorithm. Adv Eng Softw 95:51\u201367","journal-title":"Adv Eng Softw"},{"issue":"1","key":"247_CR17","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1109\/TEVC.2007.895272","volume":"12","author":"N Noman","year":"2008","unstructured":"Noman N, Iba H (2008) Accelerating differential evolution using an adaptive local search. IEEE Trans Evol Comput 12(1):107\u2013125","journal-title":"IEEE Trans Evol Comput"},{"key":"247_CR18","doi-asserted-by":"crossref","unstructured":"Shi Y (2011) Brain storm optimization algorithm. In: International conference in swarm intelligence. Springer, pp 303\u2013309","DOI":"10.1007\/978-3-642-21515-5_36"},{"issue":"3","key":"247_CR19","doi-asserted-by":"crossref","first-page":"1","DOI":"10.4018\/ijsir.2013070101","volume":"4","author":"Y Shi","year":"2013","unstructured":"Shi Y, Xue J, Wu Y (2013) Multi-objective optimization based on brain storm optimization algorithm. Int J Swarm Intell Res (IJSIR) 4(3):1\u201321","journal-title":"Int J Swarm Intell Res (IJSIR)"},{"issue":"4","key":"247_CR20","doi-asserted-by":"crossref","first-page":"888","DOI":"10.1587\/transinf.2016EDP7512","volume":"100","author":"Z Song","year":"2017","unstructured":"Song Z, Gao S, Yu Y, Sun J, Todo Y (2017) Multiple chaos embedded gravitational search algorithm. IEICE Trans Inf Syst 100(4):888\u2013900","journal-title":"IEICE Trans Inf Syst"},{"issue":"4","key":"247_CR21","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1023\/A:1008202821328","volume":"11","author":"R Storn","year":"1997","unstructured":"Storn R, Price K (1997) Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces. J Global Optim 11(4):341\u2013359","journal-title":"J Global Optim"},{"key":"247_CR22","first-page":"2005","volume":"2005005","author":"PN Suganthan","year":"2005","unstructured":"Suganthan PN, Hansen N, Liang JJ, Deb K, Chen YP, Auger A, Tiwari S (2005) Problem definitions and evaluation criteria for the CEC 2005 special session on real-parameter optimization. KanGAL Rep 2005005:2005","journal-title":"KanGAL Rep"},{"issue":"4","key":"247_CR23","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1109\/MCI.2013.2279560","volume":"8","author":"C Sun","year":"2013","unstructured":"Sun C, Duan H, Shi Y (2013) Optimal satellite formation reconfiguration based on closed-loop brain storm optimization. IEEE Comput Intell Mag 8(4):39\u201351","journal-title":"IEEE Comput Intell Mag"},{"key":"247_CR24","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1016\/j.ins.2014.02.123","volume":"274","author":"G Wang","year":"2014","unstructured":"Wang G, Guo L, Gandomi AH, Hao G, Wang H (2014) Chaotic krill herd algorithm. Inf Sci 274:17\u201334","journal-title":"Inf Sci"},{"issue":"9","key":"247_CR25","doi-asserted-by":"crossref","first-page":"3349","DOI":"10.1007\/s00500-015-1726-1","volume":"20","author":"G Wang","year":"2016","unstructured":"Wang G, Deb S, Gandomi AH, Zhang Z, Alavi AH (2016a) Chaotic cuckoo search. Soft Comput 20(9):3349\u20133362","journal-title":"Soft Comput"},{"issue":"3","key":"247_CR26","doi-asserted-by":"crossref","first-page":"582","DOI":"10.1109\/TCYB.2015.2409837","volume":"46","author":"J Wang","year":"2016","unstructured":"Wang J, Zhou Y, Wang Y, Zhang J, Chen CP, Zheng Z (2016b) Multiobjective vehicle routing problems with simultaneous delivery and pickup and time windows: formulation, instances, and algorithms. IEEE Trans Cybern 46(3):582\u2013594","journal-title":"IEEE Trans Cybern"},{"key":"247_CR27","doi-asserted-by":"crossref","unstructured":"Zhou D, Shi Y, Cheng S (2012) Brain storm optimization algorithm with modified step-size and individual generation. In: International conference on swarm intelligence (ICSI) 2012, Part I, LNCS 7331. Springer, pp 243\u2013252","DOI":"10.1007\/978-3-642-30976-2_29"}],"container-title":["Memetic Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s12293-017-0247-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12293-017-0247-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12293-017-0247-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,11,12]],"date-time":"2018-11-12T00:49:45Z","timestamp":1541983785000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s12293-017-0247-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,12,27]]},"references-count":27,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2018,12]]}},"alternative-id":["247"],"URL":"https:\/\/doi.org\/10.1007\/s12293-017-0247-0","relation":{},"ISSN":["1865-9284","1865-9292"],"issn-type":[{"value":"1865-9284","type":"print"},{"value":"1865-9292","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,12,27]]}}}