{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T15:23:01Z","timestamp":1772119381352,"version":"3.50.1"},"reference-count":74,"publisher":"Springer Science and Business Media LLC","issue":"17-18","license":[{"start":{"date-parts":[[2024,7,31]],"date-time":"2024-07-31T00:00:00Z","timestamp":1722384000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,7,31]],"date-time":"2024-07-31T00:00:00Z","timestamp":1722384000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2024,9]]},"DOI":"10.1007\/s00500-024-09858-x","type":"journal-article","created":{"date-parts":[[2024,7,31]],"date-time":"2024-07-31T14:40:56Z","timestamp":1722436856000},"page":"10629-10668","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Snail Homing and Mating Search algorithm: a novel bio-inspired metaheuristic algorithm"],"prefix":"10.1007","volume":"28","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6242-9492","authenticated-orcid":false,"given":"Anand J.","family":"Kulkarni","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ishaan R.","family":"Kale","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Apoorva","family":"Shastri","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aayush","family":"Khandekar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,7,31]]},"reference":[{"key":"9858_CR1","doi-asserted-by":"crossref","DOI":"10.1016\/j.cie.2021.107408","volume":"158","author":"B Abdollahzadeh","year":"2021","unstructured":"Abdollahzadeh B, Gharehchopogh FS, Mirjalili S (2021) African vultures optimization algorithm: a new nature-inspired metaheuristic algorithm for global optimization problems. Comput Ind Eng 158:107408","journal-title":"Comput Ind Eng"},{"key":"9858_CR2","doi-asserted-by":"crossref","DOI":"10.1016\/j.cma.2022.114570","volume":"391","author":"JO Agushaka","year":"2022","unstructured":"Agushaka JO, Ezugwu AE, Abualigah L (2022) Dwarf mongoose optimization algorithm. Comput Methods Appl Mech Eng 391:114570","journal-title":"Comput Methods Appl Mech Eng"},{"issue":"4","key":"9858_CR3","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1080\/10236240701450964","volume":"40","author":"AC Alfaro","year":"2007","unstructured":"Alfaro AC (2007) Migration and trail affinity of snails, Littoraria scabra, on mangrove trees of Nananu-i-ra, Fiji Islands. Mar Freshw Behav Physiol 40(4):247\u2013255","journal-title":"Mar Freshw Behav Physiol"},{"issue":"11","key":"9858_CR4","doi-asserted-by":"crossref","first-page":"319","DOI":"10.1073\/pnas.4.11.319","volume":"4","author":"LB Arey","year":"1918","unstructured":"Arey LB, Crozier WJ (1918) The homing habits\u2019 of the Pulmonate Mollusk Onchidium. Proc Natl Acad Sci 4(11):319\u2013321","journal-title":"Proc Natl Acad Sci"},{"issue":"3","key":"9858_CR5","doi-asserted-by":"crossref","first-page":"443","DOI":"10.1002\/jez.1400320305","volume":"32","author":"LB Arey","year":"1921","unstructured":"Arey LB, Crozier WJ (1921) On the natural history of Onchidium. J Exp Zool 32(3):443\u2013502","journal-title":"J Exp Zool"},{"key":"9858_CR6","doi-asserted-by":"crossref","first-page":"1032","DOI":"10.1016\/j.applthermaleng.2014.08.061","volume":"73","author":"M Asadi","year":"2014","unstructured":"Asadi M, Song Y, Sunden B, Xie G (2014) Economic optimization design of shell-and- tube heat exchangers by a cuckoo-search-algorithm. Appl Therm Eng 73:1032\u20131040","journal-title":"Appl Therm Eng"},{"key":"9858_CR7","doi-asserted-by":"crossref","first-page":"1151","DOI":"10.1016\/j.applthermaleng.2007.08.010","volume":"28","author":"AC Caputo","year":"2008","unstructured":"Caputo AC, Pelagagge PM, Salini P (2008) Heat exchanger design based on economic optimization. Appl Therm Eng 28:1151\u20131159","journal-title":"Appl Therm Eng"},{"key":"9858_CR8","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1007\/BF02355653","volume":"24","author":"AM Chernorizov","year":"1994","unstructured":"Chernorizov AM, Shekhter ED, Arakelov GG, Zimachev MM (1994) The vision of the snail: the spectral sensitivity of the dark-adapted eye. Neurosci Behav Physiol 24:59\u201362","journal-title":"Neurosci Behav Physiol"},{"key":"9858_CR9","doi-asserted-by":"crossref","unstructured":"Chu SC, Tsai PW, Pan JS (2006) Cat swarm optimization. In: PRICAI 2006: Trends in Artificial Intelligence: 9th Pacific Rim International Conference on Artificial Intelligence Guilin, China, August 7\u201311, 2006 Proceedings 9. Springer, Berlin Heidelberg. pp 854\u2013858","DOI":"10.1007\/978-3-540-36668-3_94"},{"key":"9858_CR10","unstructured":"Colorni A, Dorigo M, Maniezzo V (1991) Distributed optimization by ant-colonies. In: Varela F, Bourgine P (Eds) Proceedings of the European Conference on Artificial Life (ECAL'91). MIT Press, Cambridge, Mass, USA. pp 134\u2013142"},{"key":"9858_CR11","doi-asserted-by":"crossref","first-page":"774","DOI":"10.1016\/0003-3472(77)90127-0","volume":"25","author":"A Cook","year":"1977","unstructured":"Cook A (1977) Mucus trail following by the slug Limax grossui Lupu. Anim Behav 25:774\u2013781","journal-title":"Anim Behav"},{"key":"9858_CR12","first-page":"315","volume":"18","author":"A Cook","year":"1979","unstructured":"Cook A (1979) Homing in the  gastropoda. Malacologia 18:315\u2013318","journal-title":"Malacologia"},{"issue":"1","key":"9858_CR13","doi-asserted-by":"crossref","first-page":"17387","DOI":"10.1038\/s41598-022-22458-9","volume":"12","author":"M Dehghani","year":"2022","unstructured":"Dehghani M, Trojovsk\u00e1 E, Zu\u0161\u010d\u00e1k T (2022) A new human-inspired metaheuristic algorithm for solving optimization problems based on mimicking sewing training. Sci Rep 12(1):17387","journal-title":"Sci Rep"},{"key":"9858_CR14","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1007\/s00521-016-2683-z","volume":"30","author":"SV Dhavle","year":"2018","unstructured":"Dhavle SV, Kulkarni AJ, Shastri A, Kale IR (2018) Design and economic optimization of shell-and-tube heat exchanger using cohort intelligence algorithm. Neural Comput Applic 30:111\u2013125. https:\/\/doi.org\/10.1007\/s00521-016-2683-z","journal-title":"Neural Comput Applic"},{"issue":"3","key":"9858_CR15","doi-asserted-by":"crossref","first-page":"591","DOI":"10.3233\/AIC-140652","volume":"28","author":"H Emami","year":"2015","unstructured":"Emami H, Derakhshan F (2015) Election algorithm: a new socio-politically inspired strategy. AI Commun 28(3):591\u2013603","journal-title":"AI Commun"},{"issue":"22","key":"9858_CR16","doi-asserted-by":"crossref","first-page":"20017","DOI":"10.1007\/s00521-022-07530-9","volume":"34","author":"AE Ezugwu","year":"2022","unstructured":"Ezugwu AE, Agushaka JO, Abualigah L, Mirjalili S, Gandomi AH (2022) Prairie dog optimization algorithm. Neural Comput Appl 34(22):20017\u201320065","journal-title":"Neural Comput Appl"},{"key":"9858_CR17","volume-title":"Artificial intelligence through simulated evolution","author":"LJ Fogel","year":"1966","unstructured":"Fogel LJ, Owens AJ, Walsh MJ (1966) Artificial intelligence  through simulated evolution. Wiley"},{"issue":"2","key":"9858_CR18","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1177\/003754970107600201","volume":"76","author":"ZW Geem","year":"2001","unstructured":"Geem ZW, Kim JH, Loganathan GV (2001) A new heuristic optimization algorithm: harmony search. SIMULATION 76(2):60\u201368","journal-title":"SIMULATION"},{"key":"9858_CR19","doi-asserted-by":"crossref","first-page":"1263","DOI":"10.1016\/j.applthermaleng.2012.12.002","volume":"51","author":"A Hadidi","year":"2013","unstructured":"Hadidi A, Nazari A (2013) Design and economic optimization of shell-and-tube heat exchangers using biogeography-based (BBO) algorithm. Appl Therm Eng 51:1263\u20131272","journal-title":"Appl Therm Eng"},{"key":"9858_CR20","doi-asserted-by":"crossref","first-page":"66","DOI":"10.1016\/j.enconman.2012.11.017","volume":"67","author":"A Hadidi","year":"2013","unstructured":"Hadidi A, Hadidi M, Nazari A (2013) A new design approach for shell-and-tube heat exchangers using imperialist competitive algorithm (ICA) from economic point of view. Energy Convers Manag 67:66\u201374","journal-title":"Energy Convers Manag"},{"key":"9858_CR21","doi-asserted-by":"crossref","DOI":"10.1016\/j.knosys.2022.108320","volume":"242","author":"FA Hashim","year":"2022","unstructured":"Hashim FA, Hussien AG (2022) Snake optimizer: a novel meta-heuristic optimization algorithm. Knowl-Based Syst 242:108320","journal-title":"Knowl-Based Syst"},{"key":"9858_CR22","first-page":"195","volume":"21","author":"SJ Hawkins","year":"1983","unstructured":"Hawkins SJ, Hartnoll RG (1983) Grazing of intertidal algae by marine invertebrates. Oceanogr Mar Biol 21:195\u2013282","journal-title":"Oceanogr Mar Biol"},{"key":"9858_CR23","unstructured":"Heppner FH, Grenander U (1990) A stochastic nonlinear model for coordinated bird flocks\u2019, The ubiquity of chaos"},{"key":"9858_CR24","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/1090.001.0001","volume-title":"Adaptation in natural and artificial systems: an introductory analysis with applications to biology, control, and artificial intelligence","author":"JH Holland","year":"1992","unstructured":"Holland JH (1992) Adaptation in natural and artificial systems: an introductory analysis with applications to biology, control, and artificial intelligence. MIT press"},{"key":"9858_CR25","doi-asserted-by":"crossref","first-page":"845","DOI":"10.1007\/s00521-016-2379-4","volume":"28","author":"TT Huan","year":"2017","unstructured":"Huan TT, Kulkarni AJ, Kanesan J, Huang CJ, Abraham A (2017) Ideology algorithm: a socio-inspired optimization methodology. Neural Comput Appl 28:845\u2013876","journal-title":"Neural Comput Appl"},{"key":"9858_CR26","doi-asserted-by":"crossref","first-page":"444","DOI":"10.1016\/j.engappai.2019.07.001","volume":"85","author":"VH Iyer","year":"2019","unstructured":"Iyer VH, Mahesh S, Malpani R, Sapre M, Kulkarni AJ (2019) Adaptive range genetic algorithm: a hybrid optimization approach and its application in the design and economic optimization of shell-and-tube heat exchanger. Eng Appl Artif Intell 85:444\u2013461","journal-title":"Eng Appl Artif Intell"},{"issue":"3","key":"9858_CR27","doi-asserted-by":"crossref","first-page":"1565","DOI":"10.1007\/s40747-021-00283-3","volume":"7","author":"IR Kale","year":"2021","unstructured":"Kale IR, Kulkarni AJ (2021) Cohort intelligence with self-adaptive penalty function approach hybridized with colliding bodies optimization algorithm for discrete and mixed variable constrained problems. Complex Intell Syst 7(3):1565\u20131596","journal-title":"Complex Intell Syst"},{"key":"9858_CR28","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1016\/j.asoc.2013.12.005","volume":"16","author":"AH Kashan","year":"2014","unstructured":"Kashan AH (2014) League championship algorithm (LCA): an algorithm for global optimization inspired by sport championships. Appl Soft Comput 16:171\u2013200","journal-title":"Appl Soft Comput"},{"key":"9858_CR29","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1016\/j.cad.2014.12.007","volume":"63","author":"AH Kashan","year":"2015","unstructured":"Kashan AH (2015) An effective algorithm for constrained optimization based on optics inspired optimization (OIO). Comput Aided Des 63:52\u201371","journal-title":"Comput Aided Des"},{"key":"9858_CR30","doi-asserted-by":"crossref","first-page":"283","DOI":"10.1016\/j.compstruc.2012.09.003","volume":"112","author":"A Kaveh","year":"2012","unstructured":"Kaveh A, Khayatazad M (2012) A new meta-heuristic method: ray optimization. Comput Struct 112:283\u2013294","journal-title":"Comput Struct"},{"key":"9858_CR31","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1016\/j.compstruc.2014.04.005","volume":"139","author":"A Kaveh","year":"2014","unstructured":"Kaveh A, Mahdavi VR (2014) Colliding bodies optimization: a novel meta-heuristic method. Comput Struct 139:18\u201327","journal-title":"Comput Struct"},{"key":"9858_CR32","doi-asserted-by":"crossref","unstructured":"Kennedy J, Eberhart RC (1997) A discrete binary version of the particle swarm algorithm. In: 1997 IEEE International conference on systems, man, and cybernetics. Computational cybernetics and simulation, vol. 5. IEEE. pp 4104\u20134108","DOI":"10.1109\/ICSMC.1997.637339"},{"issue":"24","key":"9858_CR33","doi-asserted-by":"crossref","first-page":"7798","DOI":"10.3390\/ma14247798","volume":"14","author":"NA Khan","year":"2021","unstructured":"Khan NA, Alshammari FS, Tavera Romero CA, Sulaiman M, Mirjalili S (2021) An optimistic solver for the mathematical model of the flow of Johnson Segalman fluid on the surface of an infinitely long vertical cylinder. Materials 14(24):7798","journal-title":"Materials"},{"issue":"11","key":"9858_CR34","doi-asserted-by":"crossref","first-page":"317","DOI":"10.1007\/s00158-022-03414-7","volume":"65","author":"NA Khan","year":"2022","unstructured":"Khan NA, Sulaiman M, Alshammari FS (2022a) Analysis of heat transmission in convective, radiative and moving rod with thermal conductivity using meta-heuristic-driven soft computing technique. Struct Multidiscip Optim 65(11):317","journal-title":"Struct Multidiscip Optim"},{"issue":"4","key":"9858_CR35","doi-asserted-by":"crossref","first-page":"637","DOI":"10.3390\/nano12040637","volume":"12","author":"NA Khan","year":"2022","unstructured":"Khan NA, Sulaiman M, Tavera Romero CA, Alshammari FS (2022b) Analysis of nanofluid particles in a duct with thermal radiation by using an efficient metaheuristic-driven approach. Nanomaterials 12(4):637","journal-title":"Nanomaterials"},{"key":"9858_CR36","volume":"107","author":"NA Khan","year":"2022","unstructured":"Khan NA, Sulaiman M, Aljohani AJ, Bakar MA (2022c) Mathematical models of CBSC over wireless channels and their analysis by using the LeNN-WOA-NM algorithm. Eng Appl Artif Intell 107:104537","journal-title":"Eng Appl Artif Intell"},{"key":"9858_CR37","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/1241761","author":"NA Khan","year":"2022","unstructured":"Khan NA, Sulaiman M, Seidu J, Alshammari FS (2022d) Mathematical analysis of the prey-predator system with immigrant prey using the soft computing technique. Discret Dyn Nat Soc. https:\/\/doi.org\/10.1155\/2022\/1241761","journal-title":"Discret Dyn Nat Soc"},{"issue":"22","key":"9858_CR38","doi-asserted-by":"crossref","first-page":"11829","DOI":"10.3390\/app122211829","volume":"12","author":"S Khunkitti","year":"2022","unstructured":"Khunkitti S, Siritaratiwat A, Premrudeepreechacharn S (2022) A many-objective marine predators algorithm for solving many-objective optimal power flow problem. Appl Sci 12(22):11829","journal-title":"Appl Sci"},{"key":"9858_CR39","doi-asserted-by":"crossref","first-page":"134557","DOI":"10.1109\/ACCESS.2023.3337535","volume":"11","author":"S Khunkitti","year":"2023","unstructured":"Khunkitti S, Premrudeepreechacharn S, Siritaratiwat A (2023) A two-archive Harris Hawk optimization for solving many-objective optimal power flow problems. IEEE Access 11:134557\u2013134574","journal-title":"IEEE Access"},{"key":"9858_CR40","doi-asserted-by":"crossref","unstructured":"Kulkarni AJ, Durugkar IP, Kumar M (2013) Cohort intelligence: a self-supervised learning behavior. In: 2013 IEEE international conference on systems, man, and cybernetics. IEEE. pp 1396\u20131400","DOI":"10.1109\/SMC.2013.241"},{"key":"9858_CR41","doi-asserted-by":"crossref","first-page":"315","DOI":"10.1016\/j.ins.2015.08.004","volume":"326","author":"ZZ Liu","year":"2016","unstructured":"Liu ZZ, Chu DH, Song C, Xue X, Lu BY (2016) Social learning optimization (SLO) algorithm paradigm and its application in QoS-aware cloud service composition. Inf Sci 326:315\u2013333","journal-title":"Inf Sci"},{"key":"9858_CR42","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s12862-016-0672-6","volume":"16","author":"M Lodi","year":"2016","unstructured":"Lodi M, Koene JM (2016) On the effect specificity of accessory gland products transferred by the love-dart of land snails. BMC Evol Biol 16:1\u201312","journal-title":"BMC Evol Biol"},{"issue":"1","key":"9858_CR43","doi-asserted-by":"crossref","first-page":"1377","DOI":"10.1016\/j.procs.2010.04.153","volume":"1","author":"W Lv","year":"2010","unstructured":"Lv W, He C, Li D, Cheng S, Luo S, Zhang X (2010) Election campaign optimization algorithm. Procedia Comput Sci 1(1):1377\u20131386","journal-title":"Procedia Comput Sci"},{"issue":"1","key":"9858_CR44","first-page":"95","volume":"7","author":"ID McFaruume","year":"1980","unstructured":"McFaruume ID (1980) Trail-following and trail-searching behaviour in homing of the intertidal gastropod mollusc, Onchidium verruculatum. Mar Freshw Behav Phy 7(1):95\u2013108","journal-title":"Mar Freshw Behav Phy"},{"issue":"1","key":"9858_CR45","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1162\/evco.1996.4.1.1","volume":"4","author":"Z Michalewicz","year":"1996","unstructured":"Michalewicz Z, Schoenauer M (1996) Evolutionary algorithms for constrained parameter optimization problems. Evol Comput 4(1):1\u201332","journal-title":"Evol Comput"},{"key":"9858_CR46","doi-asserted-by":"crossref","first-page":"228","DOI":"10.1016\/j.knosys.2015.07.006","volume":"89","author":"S Mirjalili","year":"2015","unstructured":"Mirjalili S (2015) Moth-flame optimization algorithm: a novel nature-inspired heuristic paradigm. Knowl-Based Syst 89:228\u2013249","journal-title":"Knowl-Based Syst"},{"key":"9858_CR47","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"},{"key":"9858_CR48","doi-asserted-by":"crossref","first-page":"46","DOI":"10.1016\/j.advengsoft.2013.12.007","volume":"69","author":"S Mirjalili","year":"2014","unstructured":"Mirjalili S, Mirjalili SM, Lewis A (2014) Grey wolf optimizer. Adv Eng Softw 69:46\u201361","journal-title":"Adv Eng Softw"},{"issue":"2","key":"9858_CR49","doi-asserted-by":"crossref","first-page":"495","DOI":"10.1007\/s00521-015-1870-7","volume":"27","author":"S Mirjalili","year":"2016","unstructured":"Mirjalili S, Mirjalili SM, Hatamlou A (2016) Multi-verse optimizer: a natureinspired algorithm for global optimization. Neural Comput Appl 27(2):495\u2013513","journal-title":"Neural Comput Appl"},{"key":"9858_CR50","doi-asserted-by":"crossref","first-page":"163","DOI":"10.1016\/j.advengsoft.2017.07.002","volume":"114","author":"S Mirjalili","year":"2017","unstructured":"Mirjalili S et al (2017) Salp swarm algorithm: a bio-inspired optimizer for engineering design problems. Adv Eng Softw 114:163\u2013191","journal-title":"Adv Eng Softw"},{"key":"9858_CR51","doi-asserted-by":"crossref","first-page":"228","DOI":"10.1016\/j.ijthermalsci.2015.12.002","volume":"102","author":"DK Mohanty","year":"2016","unstructured":"Mohanty DK (2016) Application of firefly algorithm for design optimization of a shell and tube heat exchanger from economic point of view. Int J Therm Sci 102:228\u2013238","journal-title":"Int J Therm Sci"},{"issue":"1","key":"9858_CR52","first-page":"222","volume":"35","author":"MH Mozaffari","year":"2016","unstructured":"Mozaffari MH, Abdy H, Zahiri SH (2016) IPO: an inclined planes system optimization algorithm. Comput Inform 35(1):222\u2013240","journal-title":"Comput Inform"},{"key":"9858_CR53","doi-asserted-by":"crossref","first-page":"125","DOI":"10.1007\/BF02352571","volume":"13","author":"Y Nakashima","year":"1995","unstructured":"Nakashima Y (1995) Mucous trail following in 2 intertidal nudibranchs. J Ethol 13:125\u2013128","journal-title":"J Ethol"},{"issue":"3","key":"9858_CR54","doi-asserted-by":"crossref","first-page":"683","DOI":"10.1111\/brv.12023","volume":"88","author":"TP Ng","year":"2013","unstructured":"Ng TP, Saltin SH, Davies MS, Johannesson K, Stafford R, Williams GA (2013) Snails and their trails: the multiple functions of trail-following in gastropods. Biol Rev 88(3):683\u2013700","journal-title":"Biol Rev"},{"key":"9858_CR200","unstructured":"Ohgushi R (1954) Ethological studies on the intertidal limpets. 1. On the tidal rhythmic activities of two species of limpets. Japanese J Ecol 4:120"},{"key":"9858_CR55","doi-asserted-by":"crossref","first-page":"1417","DOI":"10.1016\/j.applthermaleng.2010.03.001","volume":"30","author":"VK Patel","year":"2010","unstructured":"Patel VK, Rao RV (2010) Design optimization of shell-and-tube heat exchanger using particle swarm optimization technique. Appl Therm Eng 30:1417\u20131425","journal-title":"Appl Therm Eng"},{"key":"9858_CR56","doi-asserted-by":"crossref","first-page":"785","DOI":"10.1016\/j.energy.2017.04.059","volume":"128","author":"RV Rao","year":"2017","unstructured":"Rao RV, Saroj A (2017) Constrained economic optimization of shell-and-tube heat exchangers using elitist-Jaya algorithm. Energy 128:785\u2013800","journal-title":"Energy"},{"issue":"3","key":"9858_CR57","doi-asserted-by":"crossref","first-page":"303","DOI":"10.1016\/j.cad.2010.12.015","volume":"43","author":"RV Rao","year":"2011","unstructured":"Rao RV, Savsani VJ, Vakharia DP (2011) Teaching\u2013learning-based optimization: a novel method for constrained mechanical design optimization problems. Comput Aided Des 43(3):303\u2013315","journal-title":"Comput Aided Des"},{"issue":"13","key":"9858_CR58","doi-asserted-by":"crossref","first-page":"2232","DOI":"10.1016\/j.ins.2009.03.004","volume":"179","author":"E Rashedi","year":"2009","unstructured":"Rashedi E, Nezamabadi-Pour H, Saryazdi S (2009) GSA: a gravitational search algorithm. Inf Sci 179(13):2232\u20132248","journal-title":"Inf Sci"},{"issue":"1","key":"9858_CR59","doi-asserted-by":"crossref","first-page":"137","DOI":"10.4003\/0740-2783-23.1.137","volume":"23","author":"H Reise","year":"2007","unstructured":"Reise H (2007) A review of mating behavior in slugs of the genus Deroceras (Pulmonata: Agriolimacidae). Am Malacol Bull 23(1):137\u2013156","journal-title":"Am Malacol Bull"},{"key":"9858_CR60","doi-asserted-by":"crossref","first-page":"3356","DOI":"10.1016\/j.enconman.2011.07.003","volume":"52","author":"AS Sahin","year":"2010","unstructured":"Sahin AS, K\u0131l\u0131\u00e7 B, K\u0131l\u0131\u00e7 U (2010) Design and economic optimization of shell and tube heat exchangers using artificial bee colony (ABC) algorithm. Energy Convers Manag 52:3356\u20133362","journal-title":"Energy Convers Manag"},{"key":"9858_CR61","doi-asserted-by":"crossref","first-page":"728","DOI":"10.1016\/j.asoc.2018.07.033","volume":"71","author":"H Shayanfar","year":"2018","unstructured":"Shayanfar H, Gharehchopogh FS (2018) Farmland fertility: a new metaheuristic algorithm for solving continuous optimization problems. Appl Soft Comput 71:728\u2013746","journal-title":"Appl Soft Comput"},{"issue":"6","key":"9858_CR62","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":"9858_CR201","doi-asserted-by":"crossref","unstructured":"Stephenson TA (1936) The marine ecology of the South African coast, with special reference to the habits of limpets. Proc Linnean Soc London 148:74\u201379","DOI":"10.1111\/j.1095-8312.1936.tb00094.x"},{"key":"9858_CR63","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1016\/j.neucom.2023.02.010","volume":"532","author":"H Su","year":"2023","unstructured":"Su H, Zhao D, Heidari AA, Liu L, Zhang X, Mafarja M, Chen H (2023) RIME: a physics-based optimization. Neurocomputing 532:183\u2013214","journal-title":"Neurocomputing"},{"issue":"1","key":"9858_CR64","doi-asserted-by":"crossref","first-page":"170","DOI":"10.1016\/S0003-3472(74)80066-7","volume":"22","author":"CR Townsend","year":"1974","unstructured":"Townsend CR (1974) Mucus trail following by the snail Biomphalaria glabrata (Say). Anim Behav 22(1):170\u2013177","journal-title":"Anim Behav"},{"key":"9858_CR65","doi-asserted-by":"crossref","first-page":"1215","DOI":"10.1016\/j.asej.2014.05.007","volume":"5","author":"OE Turgut","year":"2014","unstructured":"Turgut OE, Turgut MS, Coban MT (2014) Design and economic investigation of shell and tube heat exchangers using improved intelligent tuned harmony search algorithm. Ain Shams Eng J 5:1215\u20131231","journal-title":"Ain Shams Eng J"},{"issue":"2","key":"9858_CR66","doi-asserted-by":"crossref","first-page":"345","DOI":"10.1016\/S0003-3472(72)80057-5","volume":"20","author":"MJ Wells","year":"1972","unstructured":"Wells MJ, Buckley SKL (1972) Snails and trails. Anim Behav 20(2):345\u2013355","journal-title":"Anim Behav"},{"issue":"1","key":"9858_CR67","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(1):67\u201382","journal-title":"IEEE Trans Evol Comput"},{"issue":"2","key":"9858_CR68","doi-asserted-by":"crossref","first-page":"78","DOI":"10.1504\/IJBIC.2010.032124","volume":"2","author":"XS Yang","year":"2010","unstructured":"Yang XS (2010a) Firefly algorithm, stochastic test functions and design optimisation. Int J Bio-Inspir Comput 2(2):78\u201384","journal-title":"Int J Bio-Inspir Comput"},{"key":"9858_CR69","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-12538-6_6","volume-title":"Nature inspired cooperative strategies for optimization (NICSO 2010): studies in computational intelligence","author":"XS Yang","year":"2010","unstructured":"Yang XS (2010b) A new metaheuristic bat-inspired algorithm. In: Gonz\u00e1lez JR, Pelta DA, Cruz C, Terrazas G, Krasnogor N (eds) Nature inspired cooperative strategies for optimization (NICSO 2010): studies in computational intelligence, vol 284. Springer, Berlin, Heidelberg. https:\/\/doi.org\/10.1007\/978-3-642-12538-6_6"},{"key":"9858_CR70","doi-asserted-by":"crossref","unstructured":"Yang X-S, Deb S (2009) Cuckoo search via L\u00e9vy flights. In: World Congress on Nature & Biologically Inspired Computing (NaBIC 2009). IEEE Publications. pp 210\u2013214","DOI":"10.1109\/NABIC.2009.5393690"},{"issue":"3\u20134","key":"9858_CR71","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1080\/00207169508804397","volume":"56","author":"X Yao","year":"1995","unstructured":"Yao X (1995) A new simulated annealing algorithm. Int J Comput Math 56(3\u20134):161\u2013168","journal-title":"Int J Comput Math"},{"key":"9858_CR72","doi-asserted-by":"crossref","DOI":"10.1016\/j.cma.2021.114194","volume":"388","author":"W Zhao","year":"2022","unstructured":"Zhao W, Wang L, Mirjalili S (2022) Artificial hummingbird algorithm: a new bio-inspired optimizer with its engineering applications. Comput Methods Appl Mech Eng 388:114194","journal-title":"Comput Methods Appl Mech Eng"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-024-09858-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00500-024-09858-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-024-09858-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,17]],"date-time":"2024-10-17T15:23:51Z","timestamp":1729178631000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00500-024-09858-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7,31]]},"references-count":74,"journal-issue":{"issue":"17-18","published-print":{"date-parts":[[2024,9]]}},"alternative-id":["9858"],"URL":"https:\/\/doi.org\/10.1007\/s00500-024-09858-x","relation":{"has-preprint":[{"id-type":"doi","id":"10.21203\/rs.3.rs-3592690\/v1","asserted-by":"object"}]},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"value":"1432-7643","type":"print"},{"value":"1433-7479","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,7,31]]},"assertion":[{"value":"9 May 2024","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"31 July 2024","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"Authors have no competing and conflicting interests of any kind.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict 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"}}]}}