{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,4]],"date-time":"2026-07-04T02:41:22Z","timestamp":1783132882189,"version":"3.54.6"},"reference-count":48,"publisher":"Springer Science and Business Media LLC","issue":"18","license":[{"start":{"date-parts":[[2018,8,23]],"date-time":"2018-08-23T00:00:00Z","timestamp":1534982400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"The National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["61763019"],"award-info":[{"award-number":["61763019"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"name":"The Science and Technology Plan Projects of Jiangxi Provincial Education Department","award":["GJJ161076"],"award-info":[{"award-number":["GJJ161076"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1007\/s00500-018-3473-6","type":"journal-article","created":{"date-parts":[[2018,8,22]],"date-time":"2018-08-22T21:50:05Z","timestamp":1534974605000},"page":"8723-8740","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":69,"title":["Best neighbor-guided artificial bee colony algorithm for continuous optimization problems"],"prefix":"10.1007","volume":"23","author":[{"given":"Hu","family":"Peng","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Changshou","family":"Deng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhijian","family":"Wu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2018,8,23]]},"reference":[{"issue":"3","key":"3473_CR1","doi-asserted-by":"publisher","first-page":"307","DOI":"10.1007\/s00500-008-0323-y","volume":"13","author":"J Alcal\u00e1-Fdez","year":"2009","unstructured":"Alcal\u00e1-Fdez J, S\u00e1nchez L, Garc\u00eda S, del Jes\u00fas MJ, Ventura S, Garrell J, Otero J, Romero C, Bacardit J, Rivas VM (2009) Keel: a software tool to assess evolutionary algorithms for data mining problems. Soft Comput 13(3):307\u2013318","journal-title":"Soft Comput"},{"key":"3473_CR2","doi-asserted-by":"publisher","unstructured":"Awadallah MA, Al-Betar MA, Bolaji AL, Alsukhni EM, Al-Zoubi H (2018) Natural selection methods for artificial bee colony with new versions of onlooker bee. Soft Comput. \n                    https:\/\/doi.org\/10.1007\/s00500-018-3299-2","DOI":"10.1007\/s00500-018-3299-2"},{"key":"3473_CR3","doi-asserted-by":"publisher","first-page":"726","DOI":"10.1016\/j.asoc.2015.07.004","volume":"35","author":"MA Awadallah","year":"2015","unstructured":"Awadallah MA, Bolaji AL, Al-Betar MA (2015) A hybrid artificial bee colony for a nurse rostering problem. Appl Soft Comput 35:726\u2013739","journal-title":"Appl Soft Comput"},{"issue":"1","key":"3473_CR4","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s11721-017-0131-z","volume":"11","author":"D Ayd\u0131n","year":"2017","unstructured":"Ayd\u0131n D, Yavuz G, St\u00fctzle T (2017) Abc-x: a generalized, automatically configurable artificial bee colony framework. Swarm Intell 11(1):1\u201338","journal-title":"Swarm Intell"},{"key":"3473_CR5","doi-asserted-by":"publisher","first-page":"491","DOI":"10.1016\/j.ins.2014.12.015","volume":"298","author":"A Banitalebi","year":"2015","unstructured":"Banitalebi A, Aziz MIA, Bahar A, Aziz ZA (2015) Enhanced compact artificial bee colony. Inf Sci 298:491\u2013511","journal-title":"Inf Sci"},{"issue":"10","key":"3473_CR6","doi-asserted-by":"publisher","first-page":"1911","DOI":"10.1007\/s00500-013-1032-8","volume":"17","author":"JC Bansal","year":"2013","unstructured":"Bansal JC, Sharma H, Arya K, Nagar A (2013) Memetic search in artificial bee colony algorithm. Soft Comput 17(10):1911\u20131928","journal-title":"Soft Comput"},{"issue":"2","key":"3473_CR7","first-page":"434","volume":"47","author":"AL Bolaji","year":"2013","unstructured":"Bolaji AL, Khader AT, Al-Betar MA, Awadallah MA (2013) Artificial bee colony algorithm, its variants and applications: a survey. J Theor Appl Inf Technol 47(2):434\u2013459","journal-title":"J Theor Appl Inf Technol"},{"issue":"3","key":"3473_CR8","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 SH, Mernik M (2013) Exploration and exploitation in evolutionary algorithms: a survey. ACM Comput Surv 45(3):35","journal-title":"ACM Comput Surv"},{"key":"3473_CR9","doi-asserted-by":"publisher","first-page":"1012","DOI":"10.1016\/j.ins.2016.07.022","volume":"367","author":"L Cui","year":"2016","unstructured":"Cui L, Li G, Lin Q, Du Z, Gao W, Chen J, Lu N (2016) A novel artificial bee colony algorithm with depth-first search framework and elite-guided search equation. Inf Sci 367:1012\u20131044","journal-title":"Inf Sci"},{"issue":"4\u20135","key":"3473_CR10","doi-asserted-by":"publisher","first-page":"531","DOI":"10.1007\/s10664-011-9173-9","volume":"17","author":"M DAmbros","year":"2012","unstructured":"DAmbros M, Lanza M, Robbes R (2012) Evaluating defect prediction approaches: a benchmark and an extensive comparison. Empir Softw Eng 17(4\u20135):531\u2013577","journal-title":"Empir Softw Eng"},{"issue":"5","key":"3473_CR11","doi-asserted-by":"publisher","first-page":"1326","DOI":"10.1109\/TMAG.2010.2087317","volume":"47","author":"CL Santos dos","year":"2011","unstructured":"dos Santos CL, Alotto P (2011) Gaussian artificial bee colony algorithm approach applied to Loney\u2019s solenoid benchmark problem. IEEE Trans Magn 47(5):1326\u20131329","journal-title":"IEEE Trans Magn"},{"issue":"01","key":"3473_CR12","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1142\/S012906571000222X","volume":"20","author":"HB Duan","year":"2010","unstructured":"Duan HB, Xu CF, Xing ZH (2010) A hybrid artificial bee colony optimization and quantum evolutionary algorithm for continuous optimization problems. Int J Neural Syst 20(01):39\u201350","journal-title":"Int J Neural Syst"},{"key":"3473_CR13","doi-asserted-by":"crossref","unstructured":"El-Abd M (2012) Generalized opposition-based artificial bee colony algorithm. In: 2012 IEEE congress on evolutionary computation. IEEE, pp 1\u20134","DOI":"10.1109\/CEC.2012.6252939"},{"issue":"17","key":"3473_CR14","doi-asserted-by":"publisher","first-page":"871","DOI":"10.1016\/j.ipl.2011.06.002","volume":"111","author":"W Gao","year":"2011","unstructured":"Gao W, Liu S (2011) Improved artificial bee colony algorithm for global optimization. Inf Process Lett 111(17):871\u2013882","journal-title":"Inf Process Lett"},{"issue":"3","key":"3473_CR15","doi-asserted-by":"publisher","first-page":"687","DOI":"10.1016\/j.cor.2011.06.007","volume":"39","author":"WF Gao","year":"2012","unstructured":"Gao WF, Liu SY (2012) A modified artificial bee colony algorithm. Comput Oper Res 39(3):687\u2013697","journal-title":"Comput Oper Res"},{"issue":"3","key":"3473_CR16","doi-asserted-by":"publisher","first-page":"1011","DOI":"10.1109\/TSMCB.2012.2222373","volume":"43","author":"WF Gao","year":"2013","unstructured":"Gao WF, Liu SY, Huang LL (2013a) A novel artificial bee colony algorithm based on modified search equation and orthogonal learning. IEEE Trans Cybern 43(3):1011\u20131024","journal-title":"IEEE Trans Cybern"},{"issue":"9","key":"3473_CR17","doi-asserted-by":"publisher","first-page":"3763","DOI":"10.1016\/j.asoc.2013.05.012","volume":"13","author":"WF Gao","year":"2013","unstructured":"Gao WF, Liu SY, Huang LL (2013b) A novel artificial bee colony algorithm with powell\u2019s method. Appl Soft Comput 13(9):3763\u20133775","journal-title":"Appl Soft Comput"},{"key":"3473_CR18","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1016\/j.asoc.2015.10.070","volume":"48","author":"WF Gao","year":"2016","unstructured":"Gao WF, Huang LL, Wang J, Liu SY, Qin CD (2016) Enhanced artificial bee colony algorithm through differential evolution. Appl Soft Comput 48:137\u2013150","journal-title":"Appl Soft Comput"},{"issue":"6","key":"3473_CR19","doi-asserted-by":"publisher","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":"13","key":"3473_CR20","doi-asserted-by":"publisher","first-page":"861","DOI":"10.1016\/j.compstruc.2009.03.001","volume":"87","author":"F Kang","year":"2009","unstructured":"Kang F, Li J, Xu Q (2009) Structural inverse analysis by hybrid simplex artificial bee colony algorithms. Comput Struct 87(13):861\u2013870","journal-title":"Comput Struct"},{"issue":"16","key":"3473_CR21","doi-asserted-by":"publisher","first-page":"3508","DOI":"10.1016\/j.ins.2011.04.024","volume":"181","author":"F Kang","year":"2011","unstructured":"Kang F, Li J, Ma Z (2011) Rosenbrock artificial bee colony algorithm for accurate global optimization of numerical functions. Inf Sci 181(16):3508\u20133531","journal-title":"Inf Sci"},{"key":"3473_CR22","unstructured":"Karaboga D (2005) An idea based on honey bee swarm for numerical optimization. Technical report-tr06, Erciyes University, Engineering Faculty, Computer Engineering Department"},{"issue":"1","key":"3473_CR23","doi-asserted-by":"publisher","first-page":"108","DOI":"10.1016\/j.amc.2009.03.090","volume":"214","author":"D Karaboga","year":"2009","unstructured":"Karaboga D, Akay B (2009) A comparative study of artificial bee colony algorithm. Appl Mathd Comput 214(1):108\u2013132","journal-title":"Appl Mathd Comput"},{"key":"3473_CR24","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1016\/j.asoc.2014.06.035","volume":"23","author":"D Karaboga","year":"2014","unstructured":"Karaboga D, Gorkemli B (2014) A quick artificial bee colony (qABC) algorithm and its performance on optimization problems. Appl Soft Comput 23:227\u2013238","journal-title":"Appl Soft Comput"},{"issue":"1","key":"3473_CR25","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1007\/s10462-012-9328-0","volume":"42","author":"D Karaboga","year":"2014","unstructured":"Karaboga D, Gorkemli B, Ozturk C, Karaboga N (2014) A comprehensive survey: artificial bee colony (ABC) algorithm and applications. Artif Intell Rev 42(1):21\u201357","journal-title":"Artif Intell Rev"},{"key":"3473_CR26","doi-asserted-by":"publisher","first-page":"454","DOI":"10.1016\/j.asoc.2014.10.020","volume":"26","author":"MS K\u0131ran","year":"2015","unstructured":"K\u0131ran MS, F\u0131nd\u0131k O (2015) A directed artificial bee colony algorithm. Appl Soft Comput 26:454\u2013462","journal-title":"Appl Soft Comput"},{"key":"3473_CR27","unstructured":"Liang J, Qu B, Suganthan P, Hern\u00e1ndez-D\u0131az AG (2013) Problem definitions and evaluation criteria for the CEC 2013 special session on real-parameter optimization. Technical Report, Zhengzhou University, Zhengzhou, China and Nanyang Technological University, Singapore, Computational Intelligence Laboratory, p 201212"},{"key":"3473_CR28","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1016\/j.ins.2014.08.040","volume":"291","author":"M Mernik","year":"2015","unstructured":"Mernik M, Liu SH, Karaboga D, \u010crepin\u0161ek M (2015) On clarifying misconceptions when comparing variants of the artificial bee colony algorithm by offering a new implementation. Inf Sci 291:115\u2013127","journal-title":"Inf Sci"},{"key":"3473_CR29","doi-asserted-by":"publisher","first-page":"14","DOI":"10.1016\/j.knosys.2016.04.005","volume":"104","author":"SK Nseef","year":"2016","unstructured":"Nseef SK, Abdullah S, Turky A, Kendall G (2016) An adaptive multi-population artificial bee colony algorithm for dynamic optimisation problems. Knowl Based Syst 104:14\u201323","journal-title":"Knowl Based Syst"},{"issue":"2","key":"3473_CR30","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(2):398\u2013417","journal-title":"IEEE Trans Evolut Comput"},{"issue":"1","key":"3473_CR31","doi-asserted-by":"publisher","first-page":"64","DOI":"10.1109\/TEVC.2007.894200","volume":"12","author":"S Rahnamayan","year":"2008","unstructured":"Rahnamayan S, Tizhoosh HR, Salama MM (2008) Opposition-based differential evolution. IEEE Trans Evolut Comput 12(1):64\u201379","journal-title":"IEEE Trans Evolut Comput"},{"key":"3473_CR32","doi-asserted-by":"crossref","unstructured":"Rajasekhar A, Abraham A, Pant M (2011) Levy mutated artificial bee colony algorithm for global optimization. In: Systems, man, and cybernetics (SMC), 2011 IEEE international conference. IEEE, pp 655\u2013662","DOI":"10.1109\/ICSMC.2011.6083786"},{"key":"3473_CR33","doi-asserted-by":"publisher","first-page":"14","DOI":"10.1016\/j.knosys.2016.05.052","volume":"107","author":"Y Shi","year":"2016","unstructured":"Shi Y, Pun CM, Hu H, Gao H (2016) An improved artificial bee colony and its application. Knowl Based Syst 107:14\u201331","journal-title":"Knowl Based Syst"},{"key":"3473_CR34","doi-asserted-by":"crossref","unstructured":"Shi X, Li Y, Li H, Guan R, Wang L, Liang Y (2010) An integrated algorithm based on artificial bee colony and particle swarm optimization. In: 2010 Sixth international conference on natural computation","DOI":"10.1109\/ICNC.2010.5583169"},{"key":"3473_CR35","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 report 2005005"},{"key":"3473_CR36","doi-asserted-by":"publisher","first-page":"176","DOI":"10.1016\/j.knosys.2014.11.018","volume":"74","author":"DH Tran","year":"2015","unstructured":"Tran DH, Cheng MY, Cao MT (2015) Hybrid multiple objective artificial bee colony with differential evolution for the time-cost-quality tradeoff problem. Knowl Based Syst 74:176\u2013186","journal-title":"Knowl Based Syst"},{"issue":"3","key":"3473_CR37","doi-asserted-by":"publisher","first-page":"225","DOI":"10.1109\/TEVC.2004.826069","volume":"8","author":"F Bergh Van den","year":"2004","unstructured":"Van den Bergh F, Engelbrecht AP (2004) A cooperative approach to particle swarm optimization. IEEE Trans Evolut Comput 8(3):225\u2013239","journal-title":"IEEE Trans Evolut Comput"},{"issue":"1","key":"3473_CR38","doi-asserted-by":"publisher","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(1):55\u201366","journal-title":"IEEE Trans Evolut Comput"},{"issue":"2","key":"3473_CR39","doi-asserted-by":"publisher","first-page":"634","DOI":"10.1109\/TSMCB.2012.2213808","volume":"43","author":"H Wang","year":"2013","unstructured":"Wang H, Rahnamayan S, Sun H, Omran MG (2013a) Gaussian bare-bones differential evolution. IEEE Trans Cybern 43(2):634\u2013647","journal-title":"IEEE Trans Cybern"},{"key":"3473_CR40","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1016\/j.ins.2012.10.012","volume":"223","author":"H Wang","year":"2013","unstructured":"Wang H, Sun H, Li C, Rahnamayan S, Pan JS (2013b) Diversity enhanced particle swarm optimization with neighborhood search. Inf Sci 223:119\u2013135","journal-title":"Inf Sci"},{"key":"3473_CR41","doi-asserted-by":"publisher","first-page":"587","DOI":"10.1016\/j.ins.2014.04.013","volume":"279","author":"H Wang","year":"2014","unstructured":"Wang H, Wu Z, Rahnamayan S, Sun H, Liu Y, Js P (2014) Multi-strategy ensemble artificial bee colony algorithm. Inf Sci 279:587\u2013603","journal-title":"Inf Sci"},{"issue":"3","key":"3473_CR42","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1007\/s10664-009-9111-2","volume":"15","author":"EJ Weyuker","year":"2010","unstructured":"Weyuker EJ, Ostrand TJ, Bell RM (2010) Comparing the effectiveness of several modeling methods for fault prediction. Empiric Softw Eng 15(3):277\u2013295","journal-title":"Empiric Softw Eng"},{"issue":"2","key":"3473_CR43","doi-asserted-by":"publisher","first-page":"493","DOI":"10.1007\/s10589-013-9591-2","volume":"57","author":"Y Xiang","year":"2014","unstructured":"Xiang Y, Peng Y, Zhong Y, Chen Z, Lu X, Zhong X (2014) A particle swarm inspired multi-elitist artificial bee colony algorithm for real-parameter optimization. Comput Optim Appl 57(2):493\u2013516","journal-title":"Comput Optim Appl"},{"key":"3473_CR44","doi-asserted-by":"crossref","unstructured":"Yang X, Tang K, Yao X (2012) A learning-to-rank algorithm for constructing defect prediction models. In: Intelligent data engineering and automated learning-IDEAL 2012, Springer, pp 167\u2013175","DOI":"10.1007\/978-3-642-32639-4_21"},{"issue":"2","key":"3473_CR45","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1109\/4235.771163","volume":"3","author":"X Yao","year":"1999","unstructured":"Yao X, Liu Y, Lin G (1999) Evolutionary programming made faster. IEEE Trans Evolut Comput 3(2):82\u2013102","journal-title":"IEEE Trans Evolut Comput"},{"key":"3473_CR46","doi-asserted-by":"crossref","unstructured":"Zhao H, Pei Z, Jiang J, Guan R, Wang C, Shi X (2010) A hybrid swarm intelligent method based on genetic algorithm and artificial bee colony. In: International conference in swarm intelligence. Springer, pp 558\u2013565","DOI":"10.1007\/978-3-642-13495-1_68"},{"issue":"3","key":"3473_CR47","doi-asserted-by":"publisher","first-page":"907","DOI":"10.1007\/s00500-014-1549-5","volume":"20","author":"X Zhou","year":"2016","unstructured":"Zhou X, Wu Z, Wang H, Rahnamayan S (2016) Gaussian bare-bones artificial bee colony algorithm. Soft Comput 20(3):907\u2013924","journal-title":"Soft Comput"},{"issue":"7","key":"3473_CR48","first-page":"3166","volume":"217","author":"G Zhu","year":"2010","unstructured":"Zhu G, Kwong S (2010) Gbest-guided artificial bee colony algorithm for numerical function optimization. Appl Math Comput 217(7):3166\u20133173","journal-title":"Appl Math Comput"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-018-3473-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00500-018-3473-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-018-3473-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,22]],"date-time":"2019-08-22T19:13:39Z","timestamp":1566501219000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00500-018-3473-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,8,23]]},"references-count":48,"journal-issue":{"issue":"18","published-print":{"date-parts":[[2019,9]]}},"alternative-id":["3473"],"URL":"https:\/\/doi.org\/10.1007\/s00500-018-3473-6","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"value":"1432-7643","type":"print"},{"value":"1433-7479","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,8,23]]},"assertion":[{"value":"23 August 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethical standards"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflicts of interest"}},{"value":"This article does not contain any studies with human participants or animals performed by any of the authors.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}},{"value":"Informed consent was obtained from all individual participants included in the study.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Informed consent"}}]}}