{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,5]],"date-time":"2026-07-05T10:13:46Z","timestamp":1783246426268,"version":"3.54.6"},"reference-count":31,"publisher":"Springer Science and Business Media LLC","issue":"7-8","license":[{"start":{"date-parts":[[2013,6,15]],"date-time":"2013-06-15T00:00:00Z","timestamp":1371254400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neural Comput & Applic"],"published-print":{"date-parts":[[2014,6]]},"DOI":"10.1007\/s00521-013-1433-8","type":"journal-article","created":{"date-parts":[[2013,6,14]],"date-time":"2013-06-14T03:16:42Z","timestamp":1371179802000},"page":"1867-1877","source":"Crossref","is-referenced-by-count":250,"title":["Animal migration optimization: an optimization algorithm inspired by animal migration behavior"],"prefix":"10.1007","volume":"24","author":[{"given":"Xiangtao","family":"Li","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jie","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Minghao","family":"Yin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2013,6,15]]},"reference":[{"key":"1433_CR1","volume-title":"An introduction to genetic algorithms","author":"M Melanie","year":"1999","unstructured":"Melanie M (1999) An introduction to genetic algorithms. MIT Press, Massachusetts"},{"key":"1433_CR2","volume-title":"Introduction to genetic algorithms","author":"SN Sivanandam","year":"2008","unstructured":"Sivanandam SN, Deepa SN (2008) Introduction to genetic algorithms. Springer, Berlin"},{"key":"1433_CR3","doi-asserted-by":"crossref","first-page":"1942","DOI":"10.1109\/ICNN.1995.488968","volume":"4","author":"J Kennedy","year":"1995","unstructured":"Kennedy J, Eberhart R (1995) Particle swarm optimization. Proc Int Conf Neural Netw 4:1942\u20131948","journal-title":"Proc Int Conf Neural Netw"},{"key":"1433_CR4","volume-title":"Fundamentals of computational swarm intelligence","author":"AP Engelbrecht","year":"2005","unstructured":"Engelbrecht AP (2005) Fundamentals of computational swarm intelligence. Wiley, New Jersey"},{"issue":"3","key":"1433_CR5","doi-asserted-by":"crossref","first-page":"459","DOI":"10.1007\/s10898-007-9149-x","volume":"39","author":"D Karaboga","year":"2007","unstructured":"Karaboga D, Basturk B (2007) A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm. J Global Optim 39(3):459\u2013471","journal-title":"J Global Optim"},{"key":"1433_CR6","doi-asserted-by":"crossref","unstructured":"Karaboga D, Basturk B (2008) On the performance of artificial bee colony (ABC) algorithm. Appl Soft Comput 8(1):687\u2013697","DOI":"10.1016\/j.asoc.2007.05.007"},{"issue":"6","key":"1433_CR7","doi-asserted-by":"crossref","first-page":"702","DOI":"10.1109\/TEVC.2008.919004","volume":"12","author":"D Simon","year":"2008","unstructured":"Simon D (2008) Biogeography-based optimization. IEEE Trans Evol Comput 12(6):702\u2013713","journal-title":"IEEE Trans Evol Comput"},{"key":"1433_CR8","doi-asserted-by":"crossref","first-page":"210","DOI":"10.1109\/NABIC.2009.5393690","volume-title":"Cuckoo search via Levy flights, in: world congress on nature & biologically inspired computing (NaBIC 2009)","author":"XS Yang","year":"2009","unstructured":"Yang XS, Deb S (2009) Cuckoo search via Levy flights, in: world congress on nature & biologically inspired computing (NaBIC 2009). IEEE Publication, USA, pp 210\u2013214"},{"issue":"4","key":"1433_CR9","first-page":"330","volume":"1","author":"XS Yang","year":"2010","unstructured":"Yang XS, Deb S (2010) Engineering optimisation by cuckoo search. Int J Math Modell Numer Optim 1(4):330\u2013343","journal-title":"Int J Math Modell Numer Optim"},{"key":"1433_CR10","first-page":"82","volume":"1","author":"J Horn","year":"1994","unstructured":"Horn J, Nafpliotis N, Goldberg DE (1994) A niched Pareto genetic algorithm for multiobjective optimization. Evol Comput 1:82\u201387","journal-title":"Evol Comput"},{"key":"1433_CR11","doi-asserted-by":"crossref","first-page":"58","DOI":"10.1109\/4235.985692","volume":"6","author":"M Clerc","year":"2002","unstructured":"Clerc M, Kennedy J (2002) The particle swarm-explosion, stability, and convergence in a multidimensional complex space. IEEE Trans Evol Comput 6:58\u201373","journal-title":"IEEE Trans Evol Comput"},{"issue":"3","key":"1433_CR12","doi-asserted-by":"crossref","first-page":"473","DOI":"10.1007\/978-3-642-22577-2_65","volume":"169","author":"BC Mohan","year":"2011","unstructured":"Mohan BC, Baskaran R (2011) Energy aware and energy efficient routing protocol for adhoc network using restructured artificial bee colony system. Commun Comput Inf Sci 169(3):473\u2013484","journal-title":"Commun Comput Inf Sci"},{"issue":"7","key":"1433_CR13","doi-asserted-by":"crossref","first-page":"2611","DOI":"10.1016\/j.enconman.2011.02.010","volume":"52","author":"RV Rao","year":"2011","unstructured":"Rao RV, Patel VK (2011) Optimization of mechanical draft counter flow wet-cooling tower using artificial bee colony algorithm. Energy Convers Manage 52(7):2611\u20132622","journal-title":"Energy Convers Manage"},{"key":"1433_CR14","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.ins.2012.05.002","volume":"209","author":"D Karaboga","year":"2012","unstructured":"Karaboga D, Ozturk C, Karaboga N, Gorkemli B (2012) Artificial bee colony programming for symbolic regression. Inf Sci 209:1\u201315","journal-title":"Inf Sci"},{"key":"1433_CR15","doi-asserted-by":"crossref","unstructured":"Li X, Yin M (2011) Hybrid differential evolution with biogeography-based optimization for design of a reconfigurable antenna array with discrete phase shifters. Int J Antennas Propag 2011. Article ID 685629","DOI":"10.1155\/2011\/685629"},{"issue":"2","key":"1433_CR16","doi-asserted-by":"crossref","first-page":"598","DOI":"10.1016\/j.amc.2011.05.110","volume":"218","author":"X Li","year":"2011","unstructured":"Li X, Wang J, Zhou J, Yin M (2011) A perturb biogeography based optimization with mutation for global numerical optimization. Appl Math Comput 218(2):598\u2013609","journal-title":"Appl Math Comput"},{"issue":"9","key":"1433_CR17","doi-asserted-by":"crossref","first-page":"2833","DOI":"10.1016\/j.camwa.2012.04.015","volume":"64","author":"X Li","year":"2012","unstructured":"Li X, Yi M (2012) Multi-operator based biogeography based optimization with mutation for global numerical optimization. Comput Math Appl 64(9):2833\u20132844","journal-title":"Comput Math Appl"},{"key":"1433_CR18","doi-asserted-by":"crossref","first-page":"710","DOI":"10.1016\/j.chaos.2011.06.004","volume":"44","author":"S Walton","year":"2011","unstructured":"Walton S, Hassan O, Morgan K, Brown MR (2011) Modified cuckoo search: a new gradient free optimisation algorithm. Chaos Solitons Fractals 44:710\u2013718","journal-title":"Chaos Solitons Fractals"},{"key":"1433_CR19","doi-asserted-by":"crossref","unstructured":"Gandomi AH, Yang XS, Alavi AH (2011) Cuckoo search algorithm: a metaheuristic approach to solve structural optimization problems. Engineering with Computers, 27, July","DOI":"10.1007\/s00366-011-0241-y"},{"key":"1433_CR20","doi-asserted-by":"crossref","first-page":"297","DOI":"10.1504\/IJBIC.2011.042260","volume":"3","author":"A Layeb","year":"2011","unstructured":"Layeb A (2011) A novel quantum inspired cuckoo search for knapsack problems. Int J Bio Inspir Comput 3:297\u2013305","journal-title":"Int J Bio Inspir Comput"},{"key":"1433_CR21","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1109\/4235.585893","volume":"1","author":"DH Wolpert","year":"1997","unstructured":"Wolpert DH, Macready WG (1997) No free lunch theorems for optimization. IEEE Trans Evol Comput 1:67\u201382","journal-title":"IEEE Trans Evol Comput"},{"key":"1433_CR22","doi-asserted-by":"crossref","unstructured":"Dyer JRG, Ioanno CC, Morrell LJ, Croft DP, Couzin ID, Waters DA, Krause J (2008) Consensus decision making in human crowds. Anim Behav 75(2): 461\u2013470","DOI":"10.1016\/j.anbehav.2007.05.010"},{"issue":"10","key":"1433_CR23","doi-asserted-by":"crossref","first-page":"e48596","DOI":"10.1371\/journal.pone.0048596","volume":"7","author":"D Braha","year":"2012","unstructured":"Braha D (2012) Global civil unrest: contagion, self-organization, and prediction. PLoS ONE 7(10):e48596. doi: 10.1371\/journal.pone.0048596","journal-title":"PLoS ONE"},{"key":"1433_CR24","doi-asserted-by":"crossref","unstructured":"Ballerini M, Cabibbo N, Candelier R, Cavagna A, Cisbani E, Giardina I, Lecomte V, Orlandi A, Parisi G, Procaccini A, Viale M, Zdravkovic V (2008) Interaction ruling animal collective behavior depends on topological rather than metric distance: evidence from a field study. Proc Natl Acad Sci USA 105(4):1232\u20131237. arXiv:0709.1916. Bibcode 2008PNAS.105.1232B. doi: 10.1073\/pnas.0711437105 . PMC 2234121. PMID 18227508.\/\/ www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC2234121\/","DOI":"10.1073\/pnas.0711437105"},{"key":"1433_CR25","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 space. J Global Optim 11:341\u2013359","journal-title":"J Global Optim"},{"key":"1433_CR26","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1016\/j.advengsoft.2012.09.003","volume":"55","author":"X Li","year":"2013","unstructured":"Li X, Yin M (2013) An opposition-based differential evolution algorithm for permutation flow shop scheduling based on diversity measure. Adv Eng Softw 55:10\u201331","journal-title":"Adv Eng Softw"},{"issue":"12","key":"1433_CR27","doi-asserted-by":"crossref","first-page":"e51199","DOI":"10.1371\/journal.pone.0051199","volume":"7","author":"X Li","year":"2012","unstructured":"Li X, Yin M (2012) Application of differential evolution algorithm on self-potential data. PLoS ONE 7(12):e51199","journal-title":"PLoS ONE"},{"key":"1433_CR28","doi-asserted-by":"crossref","first-page":"2232","DOI":"10.1016\/j.ins.2009.03.004","volume":"179","author":"Esmat Rashedi","year":"2009","unstructured":"Rashedi Esmat, Nezamabadi-pour Hossein (2009) Saeid Saryazdi GSA: a gravitational search algorithm. Inf Sci 179:2232\u20132248","journal-title":"Inf Sci"},{"key":"1433_CR29","doi-asserted-by":"crossref","unstructured":"Yang XS (2010), Firefly algorithm, L\u2032evy flights and global optimization. In: Bramer M, Ellis R, Petridis M (eds) Research and development in intelligent systems XXVI. Springer London, pp 209\u2013218","DOI":"10.1007\/978-1-84882-983-1_15"},{"key":"1433_CR30","doi-asserted-by":"crossref","first-page":"50507","DOI":"10.1088\/1674-1056\/21\/5\/050507","volume":"5","author":"X Li","year":"2012","unstructured":"Li X, Yin M (2012) Parameter estimation for chaotic systems by Cuckoo search algorithm using orthogonal learning method. Chin Phys B 5:50507","journal-title":"Chin Phys B"},{"key":"1433_CR31","author":"X Li","year":"2013","unstructured":"Li X, Wang JN, Yin M (2013) Enhancing the performance of cuckoo search algorithm using orthogonal learning method. Neural Comput Appl. doi: 10.1007\/s00521-013-1354-6","journal-title":"Neural Comput Appl"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-013-1433-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-013-1433-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-013-1433-8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,7,15]],"date-time":"2019-07-15T10:42:21Z","timestamp":1563187341000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-013-1433-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,6,15]]},"references-count":31,"journal-issue":{"issue":"7-8","published-print":{"date-parts":[[2014,6]]}},"alternative-id":["1433"],"URL":"https:\/\/doi.org\/10.1007\/s00521-013-1433-8","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,6,15]]}}}