{"id":"https://openalex.org/W4404407670","doi":"https://doi.org/10.1007/s00521-024-10384-y","title":"Groupers and moray eels (GME) optimization: a nature-inspired metaheuristic algorithm for solving complex engineering problems","display_name":"Groupers and moray eels (GME) optimization: a nature-inspired metaheuristic algorithm for solving complex engineering problems","publication_year":2024,"publication_date":"2024-11-16","ids":{"openalex":"https://openalex.org/W4404407670","doi":"https://doi.org/10.1007/s00521-024-10384-y"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-024-10384-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-024-10384-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-10384-y.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-10384-y.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000695389","display_name":"Nehal A. Mansour","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Nehal A. Mansour","raw_affiliation_strings":["Artificial Intelligence Lab, Nile Higher Institute for Engineering and Technology, Mansoura, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Lab, Nile Higher Institute for Engineering and Technology, Mansoura, Egypt","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013045533","display_name":"Mohamed S. Saraya","orcid":"https://orcid.org/0000-0001-5682-8243"},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"M. Sabry Saraya","raw_affiliation_strings":["Computers and Control Department, Faculty of Engineering, Mansoura University, Mansoura, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computers and Control Department, Faculty of Engineering, Mansoura University, Mansoura, Egypt","institution_ids":["https://openalex.org/I159247623"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102015065","display_name":"Ahmed I. Saleh","orcid":"https://orcid.org/0000-0003-4141-9257"},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmed I. Saleh","raw_affiliation_strings":["Computers and Control Department, Faculty of Engineering, Mansoura University, Mansoura, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computers and Control Department, Faculty of Engineering, Mansoura University, Mansoura, Egypt","institution_ids":["https://openalex.org/I159247623"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000695389"],"corresponding_institution_ids":[],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":4.091,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.94792677,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"37","issue":"1","first_page":"63","last_page":"90"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.8364596366882324},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.6700012683868408},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5765668749809265},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.4781642556190491},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4775177538394928},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3965895473957062},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.19487246870994568},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1772284209728241}],"concepts":[{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.8364596366882324},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6700012683868408},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5765668749809265},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.4781642556190491},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4775177538394928},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3965895473957062},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.19487246870994568},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1772284209728241}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-024-10384-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-024-10384-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-10384-y.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s00521-024-10384-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-024-10384-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-10384-y.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321655","display_name":"Science and Technology Development Fund","ror":"https://ror.org/044vr6g03"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404407670.pdf","grobid_xml":"https://content.openalex.org/works/W4404407670.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W2097712633","https://openalex.org/W2232317135","https://openalex.org/W2600619171","https://openalex.org/W2888708620","https://openalex.org/W2964107296","https://openalex.org/W2980985583","https://openalex.org/W3009262009","https://openalex.org/W3009558215","https://openalex.org/W3084816841","https://openalex.org/W3120232661","https://openalex.org/W3199578453","https://openalex.org/W3201485173","https://openalex.org/W3205104533","https://openalex.org/W3208393962","https://openalex.org/W3215450966","https://openalex.org/W4200134483","https://openalex.org/W4210603003","https://openalex.org/W4220727031","https://openalex.org/W4220855481","https://openalex.org/W4220948055","https://openalex.org/W4223610974","https://openalex.org/W4283696246","https://openalex.org/W4285207435","https://openalex.org/W4294871833","https://openalex.org/W4317629012","https://openalex.org/W4320487090","https://openalex.org/W4327684993","https://openalex.org/W4327732331","https://openalex.org/W4360619614","https://openalex.org/W4362698910","https://openalex.org/W4367692322","https://openalex.org/W4376617819","https://openalex.org/W4378901572","https://openalex.org/W4378976814","https://openalex.org/W4379209503","https://openalex.org/W4381190358","https://openalex.org/W4385689632"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W4366549320","https://openalex.org/W4287863136","https://openalex.org/W3006015132","https://openalex.org/W2965078190","https://openalex.org/W2140656843","https://openalex.org/W3040644038","https://openalex.org/W4311207076","https://openalex.org/W3203633096","https://openalex.org/W2355226480"],"abstract_inverted_index":{"Abstract":[0],"As":[1],"engineering":[2,10],"technology":[3],"advances":[4],"and":[5,26,36,63,81,88,111,145,197,199,216,235],"the":[6,20,61,76,126,170,175,181,222,236,242],"number":[7],"of":[8,22,99,128,160,165,167,169,178,186,229,244],"complex":[9],"problems":[11],"increases,":[12],"there":[13],"is":[14,31,103,107,119,154],"a":[15,56,150],"growing":[16],"need":[17],"to":[18,33,45,156,174,207,238],"expand":[19],"abundance":[21],"swarm":[23],"intelligence":[24],"algorithms":[25,40,226],"enhance":[27],"their":[28],"performance.":[29],"It":[30],"crucial":[32],"develop,":[34],"assess,":[35],"hybridize":[37],"new":[38],"powerful":[39],"that":[41,153,164,221],"can":[42],"be":[43],"used":[44],"deal":[46],"with":[47],"optimization":[48,67,72],"issues":[49],"in":[50,227],"different":[51,100],"fields.":[52],"This":[53,158],"paper":[54],"proposes":[55],"novel":[57],"nature-inspired":[58],"algorithm,":[59,68],"namely":[60],"Groupers":[62,110],"Moray":[64],"Eels":[65],"(GME)":[66],"for":[69,209],"solving":[70],"various":[71],"problems.":[73],"GME":[74,184,214,223],"mimics":[75],"associative":[77,105],"hunting":[78,96,116,139,161],"between":[79,213],"groupers":[80],"moray":[82,112],"eels.":[83],"Many":[84],"species,":[85,101],"including":[86],"chimpanzees":[87],"lions,":[89],"have":[90,114,137],"shown":[91],"cooperation":[92],"during":[93],"hunting.":[94],"Cooperative":[95],"among":[97,180],"animals":[98,168],"which":[102],"called":[104],"hunting,":[106],"extremely":[108],"rare.":[109],"eels":[113],"complementary":[115,138],"approaches.":[117],"Cooperation":[118],"thus":[120],"mutually":[121],"beneficial":[122],"because":[123],"it":[124],"increases":[125],"likelihood":[127],"both":[129],"species":[130,172],"successfully":[131],"capturing":[132],"prey.":[133],"The":[134,201],"two":[135,182],"predators":[136],"methods":[140],"when":[141],"they":[142],"work":[143],"together,":[144],"an":[146,210],"associated":[147],"hunt":[148],"creates":[149],"multi-predator":[151],"attack":[152],"difficult":[155],"evade.":[157],"example":[159],"differs":[162],"from":[163],"groups":[166],"same":[171],"due":[173],"high":[176],"level":[177],"coordination":[179],"species.":[183],"consists":[185],"four":[187],"phases:":[188],"primary":[189],"search,":[190,196],"pair":[191],"association,":[192],"encircling":[193],"or":[194,241,246],"extended":[195],"attacking":[198],"catching.":[200],"behavior":[202],"characteristics":[203],"are":[204],"mathematically":[205],"represented":[206],"allow":[208],"adequate":[211],"balance":[212],"exploitation":[215],"exploration.":[217],"Experimental":[218],"results":[219],"indicate":[220],"outperforms":[224],"competing":[225],"terms":[228],"accuracy,":[230],"execution":[231],"time,":[232],"convergence":[233],"rate,":[234],"ability":[237],"locate":[239],"all":[240],"majority":[243],"local":[245],"global":[247],"optima.":[248]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":9}],"updated_date":"2026-05-08T15:41:06.802602","created_date":"2025-10-10T00:00:00"}
