{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,26]],"date-time":"2026-07-26T03:02:59Z","timestamp":1785034979746,"version":"3.55.0"},"reference-count":50,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2014,8,13]],"date-time":"2014-08-13T00:00:00Z","timestamp":1407888000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int J Syst Assur Eng Manag"],"published-print":{"date-parts":[[2018,6]]},"DOI":"10.1007\/s13198-014-0286-6","type":"journal-article","created":{"date-parts":[[2014,8,12]],"date-time":"2014-08-12T15:03:29Z","timestamp":1407855809000},"page":"589-601","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":28,"title":["Artificial bee colony algorithm with global and local neighborhoods"],"prefix":"10.1007","volume":"9","author":[{"given":"Shimpi Singh","family":"Jadon","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jagdish Chand","family":"Bansal","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ritu","family":"Tiwari","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Harish","family":"Sharma","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2014,8,13]]},"reference":[{"key":"286_CR1","doi-asserted-by":"publisher","unstructured":"Akay B, Karaboga D (2010) A modified artificial bee colony algorithm for real-parameter optimization. Inf Sci. doi: 10.1016\/j.ins.2010.07.015","DOI":"10.1016\/j.ins.2010.07.015"},{"issue":"4","key":"286_CR2","doi-asserted-by":"crossref","first-page":"1001","DOI":"10.1007\/s10845-010-0393-4","volume":"23","author":"B Akay","year":"2012","unstructured":"Akay B, Karaboga D (2012) Artificial bee colony algorithm for large-scale problems and engineering design optimization. J Intell Manuf 23(4):1001","journal-title":"J Intell Manuf"},{"issue":"4","key":"286_CR3","doi-asserted-by":"crossref","first-page":"635","DOI":"10.1007\/s10898-004-9972-2","volume":"31","author":"MM Ali","year":"2005","unstructured":"Ali MM, Khompatraporn C, Zabinsky ZB (2005) A numerical evaluation of several stochastic algorithms on selected continuous global optimization test problems. J Glob Optim 31(4):635\u2013672","journal-title":"J Glob Optim"},{"issue":"2","key":"286_CR4","doi-asserted-by":"crossref","first-page":"2888","DOI":"10.1016\/j.asoc.2010.11.025","volume":"11","author":"A Banharnsakun","year":"2011","unstructured":"Banharnsakun A, Achalakul T, Sirinaovakul B (2011) The best-so-far selection in artificial bee colony algorithm. Appl Soft Comput 11(2):2888\u20132901","journal-title":"Appl Soft Comput"},{"issue":"3","key":"286_CR5","doi-asserted-by":"crossref","first-page":"583","DOI":"10.1016\/j.engappai.2011.08.003","volume":"25","author":"A Banharnsakun","year":"2012","unstructured":"Banharnsakun A, Sirinaovakul B, Achalakul T (2012) Job shop scheduling with the best-so-far abc. Eng Appl Artif Intell 25(3):583\u2013593","journal-title":"Eng Appl Artif Intell"},{"issue":"10","key":"286_CR6","doi-asserted-by":"crossref","first-page":"1911","DOI":"10.1007\/s00500-013-1032-8","volume":"17","author":"Jagdish Chand Bansal","year":"2013","unstructured":"Bansal Jagdish Chand, Sharma Harish, Arya KV, Nagar Atulya (2013) Memetic search in artificial bee colony algorithm. Soft Comput 17(10):1911\u20131928","journal-title":"Soft Comput"},{"issue":"1","key":"286_CR7","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1504\/IJAIP.2013.054681","volume":"5","author":"Jagdish Chand Bansal","year":"2013","unstructured":"Bansal Jagdish Chand, Sharma Harish, Jadon Shimpi\u00a0Singh (2013) Artificial bee colony algorithm: a survey. Int J Adv Intell Paradig 5(1):123\u2013159","journal-title":"Int J Adv Intell Paradig"},{"key":"286_CR8","unstructured":"Bansal JC, Sharma H, Jadon SS, Clerc M (2013) Spider monkey optimization algorithm for numerical optimization. Memet Comput 1\u201317"},{"issue":"3","key":"286_CR9","doi-asserted-by":"crossref","first-page":"222","DOI":"10.1504\/IJAISC.2013.053392","volume":"3","author":"Jagdish Chand Bansal","year":"2013","unstructured":"Bansal Jagdish Chand, Sharma Harish, Nagar Atulya, Arya KV (2013) Balanced artificial bee colony algorithm. Int J Artif IntellSoft Comput 3(3):222\u2013243","journal-title":"Int J Artif IntellSoft Comput"},{"key":"286_CR10","doi-asserted-by":"crossref","unstructured":"Bansal JC, Sharma H (2012) Cognitive learning in differential evolution and its application to model order reduction problem for single-input single-output systems. Memet Comput 1\u201321","DOI":"10.1007\/s12293-012-0089-8"},{"key":"286_CR11","unstructured":"Baykasoglu A, Ozbakir L, Tapkan P (2007) Artificial bee colony algorithm and its application to generalized assignment problem. Swarm Intell 113\u2013144"},{"key":"286_CR12","doi-asserted-by":"crossref","unstructured":"Chidambaram C, Lopes HS (2009) A new approach for template matching in digital images using an artificial bee colony algorithm. In Nature & Biologically Inspired Computing, 2009. NaBIC 2009. World Congress on, pages 146\u2013151. IEEE","DOI":"10.1109\/NABIC.2009.5393631"},{"key":"286_CR13","unstructured":"Akay B, Karaboga D, Ozturk C (2008) Training neural networks with abc optimization algorithm on medical pattern classification. In: International conference on multivariate statistical modelling and high dimensional data mining (Kayseri, TURKEY), June 19\u201323"},{"issue":"3","key":"286_CR14","doi-asserted-by":"crossref","first-page":"526","DOI":"10.1109\/TEVC.2008.2009457","volume":"13","author":"S Das","year":"2009","unstructured":"Das S, Abraham A, Chakraborty UK, Konar A (2009) Differential evolution using a neighborhood-based mutation operator. Evolut Comput IEEE Trans 13(3):526\u2013553","journal-title":"Evolut Comput IEEE Trans"},{"issue":"3","key":"286_CR15","doi-asserted-by":"crossref","first-page":"526","DOI":"10.1109\/TEVC.2008.2009457","volume":"13","author":"Swagatam Das","year":"2009","unstructured":"Das Swagatam, Abraham Ajith, Chakraborty Uday K, Konar Amit (2009) Differential evolution using a neighborhood-based mutation operator. Evolut Comput IEEE Trans 13(3):526\u2013553","journal-title":"Evolut Comput IEEE Trans"},{"key":"286_CR16","doi-asserted-by":"crossref","unstructured":"Diwold K, Aderhold A, Scheidler A, Middendorf M (2011) Performance evaluation of artificial bee colony optimization and new selection schemes. Memet Comput 1\u201314","DOI":"10.1007\/s12293-011-0065-8"},{"key":"286_CR17","doi-asserted-by":"crossref","unstructured":"Dorigo M, Di Caro G (1999) Ant colony optimization: a new meta-heuristic. In evolutionary computation, 1999. CEC 99. In: Proceedings of the 1999 Congress on, volume 2. IEEE","DOI":"10.1109\/CEC.1999.782657"},{"issue":"1","key":"286_CR18","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1016\/j.ins.2011.09.005","volume":"182","author":"M El-Abd","year":"2011","unstructured":"El-Abd M (2011) Performance assessment of foraging algorithms vs. evolutionary algorithms. Inf Sci 182(1):243\u2013263","journal-title":"Inf Sci"},{"key":"286_CR19","unstructured":"Haijun D, Qingxian F (2008) Bee colony algorithm for the function optimization. Science paper online, Aug 2008"},{"issue":"3","key":"286_CR20","doi-asserted-by":"crossref","first-page":"687","DOI":"10.1016\/j.cor.2011.06.007","volume":"39","author":"W Gao","year":"2011","unstructured":"Gao W, Liu S (2011) A modified artificial bee colony algorithm. Comput Oper Res 39(3):687\u2013697","journal-title":"Comput Oper Res"},{"key":"286_CR21","doi-asserted-by":"crossref","unstructured":"Jadon S, Bansal J C, Tiwari R, Sharma H (2014) Expedited artificial bee colony algorithm. In: Proceedings of the 3rd international conference on soft computing for problem solving, 787\u2013800. Springer 2014","DOI":"10.1007\/978-81-322-1768-8_68"},{"key":"286_CR22","doi-asserted-by":"crossref","unstructured":"Jones KO, Bouffet A (2008) Comparison of bees algorithm, ant colony optimisation and particle swarm optimisation for pid controller tuning. In Proceedings of the 9th international conference on computer systems and technologies and workshop for PhD students in computing, pages IIIA-9. ACM","DOI":"10.1145\/1500879.1500912"},{"issue":"16","key":"286_CR23","doi-asserted-by":"crossref","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":"286_CR24","unstructured":"Karaboga D (2005) An idea based on honey bee swarm for numerical optimization. Technology Report TR06, Erciyes Univercity Press, Erciyes"},{"issue":"1","key":"286_CR25","doi-asserted-by":"crossref","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 Math Comput 214(1):108\u2013132","journal-title":"Appl Math Comput"},{"issue":"3","key":"286_CR26","doi-asserted-by":"crossref","first-page":"3021","DOI":"10.1016\/j.asoc.2010.12.001","volume":"11","author":"Dervis Karaboga","year":"2011","unstructured":"Karaboga Dervis, Akay Bahriye (2011) A modified artificial bee colony (abc) algorithm for constrained optimization problems. Appl Soft Comput 11(3):3021\u20133031","journal-title":"Appl Soft Comput"},{"key":"286_CR27","first-page":"175","volume":"19","author":"N Karaboga","year":"2011","unstructured":"Karaboga N, Cetinkaya MB (2011) A novel and efficient algorithm for adaptive filtering: artificial bee colony algorithm. Turk J Electr Eng Comput Sci 19:175\u2013190","journal-title":"Turk J Electr Eng Comput Sci"},{"key":"286_CR28","doi-asserted-by":"crossref","unstructured":"Kavian YS, Rashedi A, Mahani A, Ghassemlooy Z (2012) Routing and wavelength assignment in optical networks using artificial bee colony algorithm. Optik-Int J Light Electr Opt","DOI":"10.1016\/j.ijleo.2012.03.022"},{"key":"286_CR29","doi-asserted-by":"crossref","unstructured":"Kennedy J, Eberhart R (1995) Particle swarm optimization. In neural networks, 1995. In: Proceedings IEEE international conference on, EEE, vol 4, p 1942\u20131948","DOI":"10.1109\/ICNN.1995.488968"},{"key":"286_CR30","unstructured":"Xing F, Fenglei L, Haijun D (2007) The parameter improvement of bee colony algorithm in tsp problem. Science paper online, Nov 2007"},{"key":"286_CR31","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1016\/j.proeng.2012.01.851","volume":"30","author":"SSB Lam","year":"2012","unstructured":"Lam SSB, Raju ML, Ch S, Srivastav PR et al (2012) Automated generation of independent paths and test suite optimization using artificial bee colony. Procedia Eng 30:191\u2013200","journal-title":"Procedia Eng"},{"key":"286_CR32","unstructured":"Lei X, Huang X, Zhang A (2010) Improved artificial bee colony algorithm and its application in data clustering. In Bio-Inspired computing: theories and applications (BIC-TA), 2010 IEEE 5th international conference on, EEE, pp 514\u2013521"},{"key":"286_CR33","first-page":"3103","volume":"163","author":"HJ Li","year":"2011","unstructured":"Li HJ, Li JJ, Kang F (2011) Artificial bee colony algorithm for reliability analysis of engineering structures. Adv Mater Res 163:3103\u20133109","journal-title":"Adv Mater Res"},{"issue":"3","key":"286_CR34","doi-asserted-by":"crossref","first-page":"3071","DOI":"10.1016\/j.eswa.2011.08.170","volume":"39","author":"SK Mandal","year":"2012","unstructured":"Mandal SK, Chan FTS, Tiwari MK (2012) Leak detection of pipeline: an integrated approach of rough set theory and artificial bee colony trained svm. Expert Syst Appl 39(3):3071\u20133080","journal-title":"Expert Syst Appl"},{"issue":"1","key":"286_CR35","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1214\/aoms\/1177730491","volume":"18","author":"HB Mann","year":"1947","unstructured":"Mann HB, Whitney DR (1947) On a test of whether one of two random variables is stochastically larger than the other. Ann Math Stat 18(1):50\u201360","journal-title":"Ann Math Stat"},{"key":"286_CR36","doi-asserted-by":"crossref","unstructured":"Nayak SK, Krishnanand KR, Panigrahi BK, Rout PK (2009) Application of artificial bee colony to economic load dispatch problem with ramp rate limits and prohibited operating zones. In Nature & Biologically Inspired Computing, 2009. NaBIC 2009. World Congress on, pages 1237\u20131242. IEEE","DOI":"10.1109\/NABIC.2009.5393751"},{"issue":"3","key":"286_CR37","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1109\/MCS.2002.1004010","volume":"22","author":"KM Passino","year":"2002","unstructured":"Passino KM (2002) Biomimicry of bacterial foraging for distributed optimization and control. Control Syst Mag IEEE 22(3):52\u201367","journal-title":"Control Syst Mag IEEE"},{"key":"286_CR38","unstructured":"Pawar P, Rao R, Shankar R (2008) Multi-objective optimization of electro-chemical machining process parameters using artificial bee colony (abc) algorithm. Advances in mechanical engineering (AME-2008), Surat, India"},{"key":"286_CR39","volume-title":"Differential evolution: a practical approach to global optimization","author":"KV Price","year":"2005","unstructured":"Price KV, Storn RM, Lampinen JA (2005) Differential evolution: a practical approach to global optimization. Springer, New York"},{"issue":"1","key":"286_CR40","doi-asserted-by":"crossref","first-page":"64","DOI":"10.1109\/TEVC.2007.894200","volume":"12","author":"S Rahnamayan","year":"2008","unstructured":"Rahnamayan S, Tizhoosh HR, Salama MMA (2008) Opposition-based differential evolution. Evolut Comput IEEE Trans 12(1):64\u201379","journal-title":"Evolut Comput IEEE Trans"},{"issue":"3","key":"286_CR41","doi-asserted-by":"crossref","first-page":"213","DOI":"10.1007\/s12293-012-0104-0","volume":"5","author":"Harish Sharma","year":"2013","unstructured":"Sharma Harish, Bansal Jagdish Chand, Arya KV (2013) Opposition based l\u00e9vy flight artificial bee colony. Memet Comput 5(3):213\u2013227","journal-title":"Memet Comput"},{"issue":"2","key":"286_CR42","doi-asserted-by":"crossref","first-page":"625","DOI":"10.1016\/j.asoc.2008.09.001","volume":"9","author":"A Singh","year":"2009","unstructured":"Singh A (2009) An artificial bee colony algorithm for the leaf-constrained minimum spanning tree problem. Appl Soft Comput 9(2):625\u2013631","journal-title":"Appl Soft Comput"},{"key":"286_CR43","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. In CEC 2005"},{"issue":"1","key":"286_CR44","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1016\/j.ijepes.2011.12.007","volume":"37","author":"MH Sulaiman","year":"2012","unstructured":"Sulaiman MH, Mustafa MW, Shareef H, Abd Khalid SN (2012) An application of artificial bee colony algorithm with least squares support vector machine for real and reactive power tracing in deregulated power system. Int J Electr Power Energy Syst 37(1):67\u201377","journal-title":"Int J Electr Power Energy Syst"},{"issue":"12","key":"286_CR45","first-page":"5081","volume":"5","author":"PW Tsai","year":"2009","unstructured":"Tsai PW, Pan JS, Liao BY, Chu SC (2009) Enhanced artificial bee colony optimization. Int J Innov Comput Inf Control 5(12):5081\u20135092","journal-title":"Int J Innov Comput Inf Control"},{"key":"286_CR46","doi-asserted-by":"crossref","unstructured":"Vesterstrom J, Thomsen R (2004) A comparative study of differential evolution, particle swarm optimization, and evolutionary algorithms on numerical benchmark problems. In evolutionary computation, 2004. CEC2004. Congress on, vol 2, pp 1980\u20131987. IEEE","DOI":"10.1109\/CEC.2004.1331139"},{"issue":"11","key":"286_CR47","doi-asserted-by":"crossref","first-page":"916","DOI":"10.7326\/0003-4819-110-11-916","volume":"110","author":"DF Williamson","year":"1989","unstructured":"Williamson DF, Parker RA, Kendrick JS (1989) The box plot: a simple visual method to interpret data. Ann Int Med 110(11):916","journal-title":"Ann Int Med"},{"issue":"13","key":"286_CR48","doi-asserted-by":"crossref","first-page":"1759","DOI":"10.1016\/j.patrec.2009.11.018","volume":"31","author":"C Xu","year":"2010","unstructured":"Xu C, Duan H (2010) Artificial bee colony (abc) optimized edge potential function (epf) approach to target recognition for low-altitude aircraft. Pattern Recognit Lett 31(13):1759\u20131772","journal-title":"Pattern Recognit Lett"},{"issue":"11","key":"286_CR49","doi-asserted-by":"crossref","first-page":"1465","DOI":"10.1016\/j.cor.2010.10.028","volume":"38","author":"WC Yeh","year":"2011","unstructured":"Yeh WC, Hsieh TJ (2011) Solving reliability redundancy allocation problems using an artificial bee colony algorithm. Comput Oper Res 38(11):1465\u20131473","journal-title":"Comput Oper Res"},{"issue":"7","key":"286_CR50","doi-asserted-by":"crossref","first-page":"3166","DOI":"10.1016\/j.amc.2010.08.049","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":["International Journal of System Assurance Engineering and Management"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13198-014-0286-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s13198-014-0286-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13198-014-0286-6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13198-014-0286-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,4]],"date-time":"2025-05-04T04:37:54Z","timestamp":1746333474000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s13198-014-0286-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,8,13]]},"references-count":50,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2018,6]]}},"alternative-id":["286"],"URL":"https:\/\/doi.org\/10.1007\/s13198-014-0286-6","relation":{},"ISSN":["0975-6809","0976-4348"],"issn-type":[{"value":"0975-6809","type":"print"},{"value":"0976-4348","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,8,13]]}}}