{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T00:40:46Z","timestamp":1775263246213,"version":"3.50.1"},"reference-count":34,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2018,11,5]],"date-time":"2018-11-05T00:00:00Z","timestamp":1541376000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61573213"],"award-info":[{"award-number":["61573213"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2017M612270"],"award-info":[{"award-number":["2017M612270"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007129","name":"Natural Science Foundation of Shandong Province","doi-asserted-by":"publisher","award":["ZR2017PF008"],"award-info":[{"award-number":["ZR2017PF008"]}],"id":[{"id":"10.13039\/501100007129","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007129","name":"Natural Science Foundation of Shandong Province","doi-asserted-by":"publisher","award":["ZR2015PF009"],"award-info":[{"award-number":["ZR2015PF009"]}],"id":[{"id":"10.13039\/501100007129","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Special Technological Program of Transformation of Initiatively Innovative Achievements in Shandong Province","award":["2014ZZCX04302"],"award-info":[{"award-number":["2014ZZCX04302"]}]},{"name":"Shandong Province Science and Technology Development Program","award":["2014GGX103038"],"award-info":[{"award-number":["2014GGX103038"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Appl Intell"],"published-print":{"date-parts":[[2019,4]]},"DOI":"10.1007\/s10489-018-1317-9","type":"journal-article","created":{"date-parts":[[2018,11,5]],"date-time":"2018-11-05T04:05:21Z","timestamp":1541390721000},"page":"1283-1305","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":18,"title":["Bacterial foraging optimization based on improved chemotaxis process and novel swarming strategy"],"prefix":"10.1007","volume":"49","author":[{"given":"Bao","family":"Pang","sequence":"first","affiliation":[]},{"given":"Yong","family":"Song","sequence":"additional","affiliation":[]},{"given":"Chengjin","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Hongling","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Runtao","family":"Yang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,11,5]]},"reference":[{"issue":"C","key":"1317_CR1","doi-asserted-by":"publisher","first-page":"851","DOI":"10.1016\/j.asoc.2015.05.041","volume":"34","author":"I Babaoglu","year":"2015","unstructured":"Babaoglu I (2015) Artificial bee colony algorithm with distribution-based update rule. Appl Soft Comput 34 (C):851\u2013 861","journal-title":"Appl Soft Comput"},{"key":"1317_CR2","doi-asserted-by":"publisher","first-page":"160","DOI":"10.1016\/j.ins.2014.10.018","volume":"295","author":"E Bermejo","year":"2015","unstructured":"Bermejo E, Cord\u00f3n O, Damas S, Santamar\u00eda J (2015) A comparative study on the application of advanced bacterial foraging models to image registration. Inf Sci 295:160\u2013181","journal-title":"Inf Sci"},{"key":"1317_CR3","doi-asserted-by":"publisher","first-page":"255","DOI":"10.1007\/978-3-540-74972-1_34","volume":"44","author":"A Biswas","year":"2007","unstructured":"Biswas A, Dasgupta S, Das S, Abraham A (2007) Synergy of pso and bacterial foraging optimization a comparative study on numerical benchmarks. Adv Soft Comput 44:255\u2013263","journal-title":"Adv Soft Comput"},{"issue":"2","key":"1317_CR4","doi-asserted-by":"publisher","first-page":"268","DOI":"10.1016\/j.neucom.2013.04.054","volume":"137","author":"H Chen","year":"2014","unstructured":"Chen H, Niu B, Ma L, Su W, Zhu Y (2014) Bacterial colony foraging optimization. Neurocomputing 137(2):268\u2013284","journal-title":"Neurocomputing"},{"issue":"2","key":"1317_CR5","doi-asserted-by":"publisher","first-page":"539","DOI":"10.1016\/j.asoc.2009.08.023","volume":"10","author":"H Chen","year":"2010","unstructured":"Chen H, Zhu Y, Hu K (2010) Multi-colony bacteria foraging optimization with cell-to-cell communication for rfid network planning. Appl Soft Comput 10(2):539\u2013547","journal-title":"Appl Soft Comput"},{"issue":"3","key":"1317_CR6","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1016\/j.ins.2014.02.161","volume":"273","author":"H Chen","year":"2014","unstructured":"Chen H, Zhu Y, Hu K, Ma L (2014) Bacterial colony foraging algorithm: Combining chemotaxis, cell-to-cell communication, and self-adaptive strategy. Inf Sci 273(3):73\u2013100","journal-title":"Inf Sci"},{"issue":"C","key":"1317_CR7","first-page":"1","volume":"83","author":"YP Chen","year":"2017","unstructured":"Chen YP, Li Y, Wang G, Zheng YF, Xu Q, Fan JH, Cui XT (2017) A novel bacterial foraging optimization algorithm for feature selection. Expert Syst with Appl Intern J 83(C):1\u201317","journal-title":"Expert Syst with Appl Intern J"},{"issue":"4","key":"1317_CR8","doi-asserted-by":"publisher","first-page":"919","DOI":"10.1109\/TEVC.2009.2021982","volume":"13","author":"S Dasgupta","year":"2009","unstructured":"Dasgupta S, Das S, Abraham A, Biswas A (2009) Adaptive computational chemotaxis in bacterial foraging optimization: an analysis. IEEE Trans Evol Comput 13(4):919\u2013941","journal-title":"IEEE Trans Evol Comput"},{"key":"1317_CR9","unstructured":"Karaboga D (2005) An idea based on honey bee swarm for numerical optimization, technical report - tr06. Erciyes university, engineering faculty computer engineering department"},{"key":"1317_CR10","doi-asserted-by":"crossref","unstructured":"Kennedy J, Eberhart R (1995) Particle swarm optimization. In: Proceedings International conference on neural networks, 1995. IEEE. vol 4, pp 1942\u20131948 vol 4","DOI":"10.1109\/ICNN.1995.488968"},{"key":"1317_CR11","doi-asserted-by":"crossref","unstructured":"Lai X, Zhou Y (2018) An adaptive parallel particle swarm optimization for numerical optimization problems. Neural Computing and Applications","DOI":"10.1007\/s00521-018-3454-9"},{"issue":"3","key":"1317_CR12","doi-asserted-by":"publisher","first-page":"627","DOI":"10.1109\/TSMCB.2011.2171946","volume":"42","author":"C Li","year":"2012","unstructured":"Li C, Yang S, Nguyen TT (2012) A self-learning particle swarm optimizer for global optimization problems. IEEE Trans Syst Man Cybern Part B 42(3):627\u2013646","journal-title":"IEEE Trans Syst Man Cybern Part B"},{"key":"1317_CR13","doi-asserted-by":"publisher","first-page":"6610","DOI":"10.1109\/ACCESS.2018.2791976","volume":"6","author":"L Liu","year":"2018","unstructured":"Liu L, Shan L, Dai Y, Liu C, Qi Z (2018) A modified quantum bacterial foraging algorithm for parameters identification of fractional-order system. IEEE Access 6:6610\u2013 6619","journal-title":"IEEE Access"},{"issue":"1","key":"1317_CR14","doi-asserted-by":"publisher","first-page":"166","DOI":"10.21629\/JSEE.2018.01.17","volume":"29","author":"L Liu","year":"2018","unstructured":"Liu L, Shan L, Dai Y, Liu C, Zhidong QI (2018) Improved quantum bacterial foraging algorithm for tuning parameters of fractional-order pid controller. J Syst Eng Electron 29(1):166\u2013175","journal-title":"J Syst Eng Electron"},{"issue":"7165","key":"1317_CR15","doi-asserted-by":"publisher","first-page":"1044","DOI":"10.1038\/nature06199","volume":"449","author":"A Edwards","year":"2007","unstructured":"Edwards A, Phillips R, Watkins NW, Freeman MP, Murphy EJ, Afanasyev V, Buldyrev SV, et al. (2007) Revisiting L\u00e9vy flight search patterns of wandering albatrosses, bumblebees and deer. Nature 449 (7165):1044\u20131048","journal-title":"Nature"},{"issue":"5","key":"1317_CR16","doi-asserted-by":"crossref","first-page":"4677","DOI":"10.1103\/PhysRevE.49.4677","volume":"49","author":"RN Mantegna","year":"1994","unstructured":"Mantegna RN (1994) Fast, accurate algorithm for numerical simulation of L\u00e9vy stable stochastic processes. Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Topics 49(5): 4677","journal-title":"Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Topics"},{"issue":"1","key":"1317_CR17","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1109\/TEVC.2004.840144","volume":"9","author":"S Mishra","year":"2005","unstructured":"Mishra S (2005) A hybrid least square-fuzzy bacterial foraging strategy for harmonic estimation. IEEE Trans Evol Comput 9(1):61\u201373","journal-title":"IEEE Trans Evol Comput"},{"issue":"1","key":"1317_CR18","doi-asserted-by":"publisher","first-page":"457","DOI":"10.1109\/TPWRD.2006.876651","volume":"22","author":"S Mishra","year":"2006","unstructured":"Mishra S, Bhende CN (2006) Bacterial foraging technique-based optimized active power filter for load compensation. IEEE Trans Power Delivery 22(1):457\u2013465","journal-title":"IEEE Trans Power Delivery"},{"key":"1317_CR19","doi-asserted-by":"crossref","unstructured":"Niu B, Wang H, Tan J (2011) Improved BFO with adaptive chemotaxis step for global optimization. In: Proceedings of 2011 Seventh International Conference on Computational Intelligence and Securit (CIS), pp 76\u201380","DOI":"10.1109\/CIS.2011.25"},{"issue":"C","key":"1317_CR20","doi-asserted-by":"publisher","first-page":"722","DOI":"10.1016\/j.asoc.2015.02.021","volume":"30","author":"R Panda","year":"2015","unstructured":"Panda R, Naik MK (2015) A novel adaptive crossover bacterial foraging optimization algorithm for linear discriminant analysis based face recognition. Appl Soft Comput 30(C):722\u2013736","journal-title":"Appl Soft Comput"},{"issue":"3","key":"1317_CR21","doi-asserted-by":"publisher","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. IEEE Control Syst 22(3):52\u201367","journal-title":"IEEE Control Syst"},{"issue":"3","key":"1317_CR22","doi-asserted-by":"publisher","first-page":"751","DOI":"10.1016\/j.future.2012.09.005","volume":"29","author":"ChanaI Rajni","year":"2013","unstructured":"Rajni Chana I. (2013) Bacterial foraging based hyper-heuristic for resource scheduling in grid computing. Futur Gener Comput Syst 29(3):751\u2013762","journal-title":"Futur Gener Comput Syst"},{"issue":"3","key":"1317_CR23","doi-asserted-by":"publisher","first-page":"240","DOI":"10.1109\/TEVC.2004.826071","volume":"8","author":"A Ratnaweera","year":"2004","unstructured":"Ratnaweera A, Halgamuge SK, Watson HC (2004) Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients. IEEE Trans Evol Comput 8(3):240\u2013255","journal-title":"IEEE Trans Evol Comput"},{"issue":"4","key":"1317_CR24","doi-asserted-by":"publisher","first-page":"e354","DOI":"10.1371\/journal.pone.0000354","volume":"2","author":"AM Reynolds","year":"2007","unstructured":"Reynolds AM, Frye MA (2007) Free-flight odor tracking in drosophila is consistent with an optimal intermittent scale-free search. Plos One 2(4):e354","journal-title":"Plos One"},{"issue":"6","key":"1317_CR25","doi-asserted-by":"publisher","first-page":"657","DOI":"10.1080\/15325000903489660","volume":"38","author":"VP Sakthivel","year":"2010","unstructured":"Sakthivel VP, Bhuvaneswari R, Subramanian S (2010) Bacterial foraging technique based parameter estimation of induction motor from manufacturer data. Electr Mach Power Syst 38(6):657\u2013 674","journal-title":"Electr Mach Power Syst"},{"key":"1317_CR26","doi-asserted-by":"crossref","unstructured":"Supriyono H, Tokhi MO (2010) Bacterial foraging algorithm with adaptable chemotactic step size. In: Second international conference on computational intelligence, communication systems and networks, pp 72\u201377","DOI":"10.1109\/CICSyN.2010.52"},{"issue":"1","key":"1317_CR27","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s10489-016-0832-9","volume":"46","author":"K Tang","year":"2017","unstructured":"Tang K, Xiao X, Wu J, Yang J, Luo L (2017) An improved multilevel thresholding approach based modified bacterial foraging optimization. Appl Intell 46(1):1\u201313","journal-title":"Appl Intell"},{"key":"1317_CR28","doi-asserted-by":"publisher","first-page":"93","DOI":"10.1016\/j.eswa.2018.01.011","volume":"98","author":"B Turanoglu","year":"2018","unstructured":"Turanoglu B, Akkaya G (2018) A new hybrid heuristic algorithm based on bacterial foraging optimization for the dynamic facility layout problem. Expert Syst Appl 98:93\u2013104","journal-title":"Expert Syst Appl"},{"key":"1317_CR29","doi-asserted-by":"crossref","unstructured":"Viswanathan GM, Afanasyevt V (1996) L\u00e9vy flight search patterns of. Nature","DOI":"10.1038\/381413a0"},{"issue":"6756","key":"1317_CR30","doi-asserted-by":"publisher","first-page":"911","DOI":"10.1038\/44831","volume":"401","author":"GM Viswanathan","year":"1999","unstructured":"Viswanathan GM, Buldyrev SV, Havlin S, Da LM, Raposo EP, Stanley HE (1999) Optimizing the success of random searches. Nature 401(6756):911","journal-title":"Nature"},{"issue":"4","key":"1317_CR31","doi-asserted-by":"publisher","first-page":"797","DOI":"10.1007\/s00500-013-1089-4","volume":"18","author":"X Xu","year":"2014","unstructured":"Xu X, Chen HL (2014) Adaptive computational chemotaxis based on field in bacterial foraging optimization. Soft Comput 18(4):797\u2013807","journal-title":"Soft Comput"},{"issue":"9","key":"1317_CR32","doi-asserted-by":"publisher","first-page":"2935","DOI":"10.1007\/s00500-017-2547-1","volume":"22","author":"Y Xue","year":"2018","unstructured":"Xue Y, Jiang J, Zhao B, Ma T (2018) A self-adaptive artificial bee colony algorithm based on global best for global optimization. Soft Comput 22(9):2935\u20132952","journal-title":"Soft Comput"},{"issue":"C","key":"1317_CR33","doi-asserted-by":"publisher","first-page":"72","DOI":"10.1016\/j.ins.2016.04.046","volume":"363","author":"C Yang","year":"2016","unstructured":"Yang C, Ji J, Liu J, Yin B (2016) Bacterial foraging optimization using novel chemotaxis and conjugation strategies. Inf Sci 363(C):72\u201395","journal-title":"Inf Sci"},{"issue":"10","key":"1317_CR34","first-page":"1106","volume":"28","author":"F Zhao","year":"2015","unstructured":"Zhao F, Jiang X, Zhang C, Wang J (2015) A chemotaxis-enhanced bacterial foraging algorithm and its application in job shop scheduling problem. Int J Comput Integr Manuf 28(10):1106\u20131121","journal-title":"Int J Comput Integr Manuf"}],"container-title":["Applied Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10489-018-1317-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10489-018-1317-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10489-018-1317-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T23:30:04Z","timestamp":1775259004000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10489-018-1317-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,11,5]]},"references-count":34,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2019,4]]}},"alternative-id":["1317"],"URL":"https:\/\/doi.org\/10.1007\/s10489-018-1317-9","relation":{},"ISSN":["0924-669X","1573-7497"],"issn-type":[{"value":"0924-669X","type":"print"},{"value":"1573-7497","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,11,5]]},"assertion":[{"value":"5 November 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}