{"id":"https://openalex.org/W4220689937","doi":"https://doi.org/10.3233/jifs-211408","title":"Enhanced slime mould algorithm with multiple mutation strategy and restart mechanism for global optimization","display_name":"Enhanced slime mould algorithm with multiple mutation strategy and restart mechanism for global optimization","publication_year":2022,"publication_date":"2022-03-08","ids":{"openalex":"https://openalex.org/W4220689937","doi":"https://doi.org/10.3233/jifs-211408"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-211408","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-211408","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057928430","display_name":"Rong Zheng","orcid":"https://orcid.org/0000-0001-8829-0417"},"institutions":[{"id":"https://openalex.org/I4210149962","display_name":"Sanming University","ror":"https://ror.org/044pany34","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149962"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Zheng","raw_affiliation_strings":["College of Information Engineering, Sanming University, Sanming, Fujian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Sanming University, Sanming, Fujian, China","institution_ids":["https://openalex.org/I4210149962"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006242246","display_name":"Heming Jia","orcid":"https://orcid.org/0000-0002-4339-8464"},"institutions":[{"id":"https://openalex.org/I4210149962","display_name":"Sanming University","ror":"https://ror.org/044pany34","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149962"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Heming Jia","raw_affiliation_strings":["College of Information Engineering, Sanming University, Sanming, Fujian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Sanming University, Sanming, Fujian, China","institution_ids":["https://openalex.org/I4210149962"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100375555","display_name":"Shuang Wang","orcid":"https://orcid.org/0000-0001-5933-074X"},"institutions":[{"id":"https://openalex.org/I4210149962","display_name":"Sanming University","ror":"https://ror.org/044pany34","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149962"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuang Wang","raw_affiliation_strings":["College of Information Engineering, Sanming University, Sanming, Fujian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Sanming University, Sanming, Fujian, China","institution_ids":["https://openalex.org/I4210149962"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067039459","display_name":"Qingxin Liu","orcid":"https://orcid.org/0000-0002-3081-5185"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingxin Liu","raw_affiliation_strings":["School of Computer Science and Technology, Hainan University, Haikou, Hainan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hainan University, Haikou, Hainan, China","institution_ids":["https://openalex.org/I20942203"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006242246"],"corresponding_institution_ids":["https://openalex.org/I4210149962"],"apc_list":null,"apc_paid":null,"fwci":0.6537,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.62041416,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"42","issue":"6","first_page":"5069","last_page":"5083"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13362","display_name":"Slime Mold and Myxomycetes Research","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13362","display_name":"Slime Mold and Myxomycetes Research","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9901000261306763,"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/benchmark","display_name":"Benchmark (surveying)","score":0.6801149845123291},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5705890655517578},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5689910054206848},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.5594198107719421},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5293049812316895},{"id":"https://openalex.org/keywords/reducer","display_name":"Reducer","score":0.4952453672885895},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4907273054122925},{"id":"https://openalex.org/keywords/sma*","display_name":"SMA*","score":0.48806965351104736},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4825836718082428},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31780681014060974},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16874244809150696}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6801149845123291},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5705890655517578},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5689910054206848},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.5594198107719421},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5293049812316895},{"id":"https://openalex.org/C2776985865","wikidata":"https://www.wikidata.org/wiki/Q26820931","display_name":"Reducer","level":2,"score":0.4952453672885895},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4907273054122925},{"id":"https://openalex.org/C161921814","wikidata":"https://www.wikidata.org/wiki/Q493743","display_name":"SMA*","level":2,"score":0.48806965351104736},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4825836718082428},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31780681014060974},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16874244809150696},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-211408","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-211408","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W883434633","https://openalex.org/W1565746575","https://openalex.org/W1834439319","https://openalex.org/W2007351764","https://openalex.org/W2018495917","https://openalex.org/W2031183907","https://openalex.org/W2061438946","https://openalex.org/W2072955302","https://openalex.org/W2107941094","https://openalex.org/W2117250519","https://openalex.org/W2151554678","https://openalex.org/W2232317135","https://openalex.org/W2290883490","https://openalex.org/W2518915060","https://openalex.org/W2591853462","https://openalex.org/W2593487812","https://openalex.org/W2604154597","https://openalex.org/W2727612717","https://openalex.org/W2738900493","https://openalex.org/W2768434535","https://openalex.org/W2898238222","https://openalex.org/W2950731991","https://openalex.org/W2952110532","https://openalex.org/W2964107296","https://openalex.org/W2967561222","https://openalex.org/W3014974411","https://openalex.org/W3046182757","https://openalex.org/W3080143369","https://openalex.org/W3119051141","https://openalex.org/W3133445295","https://openalex.org/W3143589187","https://openalex.org/W3151306950","https://openalex.org/W3188854349","https://openalex.org/W3201927152","https://openalex.org/W4244324375","https://openalex.org/W4250503569","https://openalex.org/W6633774736","https://openalex.org/W6734772092","https://openalex.org/W6766012576","https://openalex.org/W6766895199","https://openalex.org/W6784747211"],"related_works":["https://openalex.org/W2394411596","https://openalex.org/W2599888081","https://openalex.org/W2349055795","https://openalex.org/W4226030716","https://openalex.org/W2943236215","https://openalex.org/W2737431648","https://openalex.org/W2971039361","https://openalex.org/W2725465928","https://openalex.org/W2358616404","https://openalex.org/W4375949242"],"abstract_inverted_index":{"Slime":[0],"mould":[1],"algorithm":[2,8],"(SMA)":[3],"is":[4,48,78,88,175,195],"a":[5],"new":[6],"metaheuristic":[7],"proposed":[9,163],"in":[10,36,50,144],"2020,":[11],"which":[12,158],"has":[13,26],"attracted":[14],"extensive":[15],"attention":[16],"from":[17],"scholars.":[18],"Similar":[19],"to":[20,80,90,178],"other":[21,141,179],"optimization":[22,56,127,142,181],"algorithms,":[23],"SMA":[24,44],"also":[25,130,171],"the":[27,42,74,82,86,92,97,138,147,160,184],"drawbacks":[28],"of":[29,62,146,162,167,186],"slow":[30],"convergence":[31,152],"rate":[32],"and":[33,67,85,121,154],"being":[34],"trapped":[35],"local":[37,93],"optimum":[38],"at":[39],"times.":[40],"Therefore,":[41],"enhanced":[43],"named":[45],"as":[46,106,108],"ESMA":[47,139,174,194],"presented":[49],"this":[51],"paper":[52],"for":[53,132],"solving":[54],"global":[55],"problems.":[57],"Two":[58],"effective":[59],"methods":[60],"composed":[61],"multiple":[63],"mutation":[64],"strategy":[65],"(MMS)":[66],"restart":[68],"mechanism":[69],"(RM)":[70],"are":[71,104,129],"embedded":[72],"into":[73],"original":[75],"SMA.":[76],"MMS":[77],"utilized":[79],"increase":[81],"population":[83],"diversity,":[84],"RM":[87],"used":[89],"avoid":[91],"optimum.":[94],"To":[95],"verify":[96],"ESMA\u2019s":[98],"performance,":[99],"twenty-three":[100],"classical":[101],"benchmark":[102],"functions":[103,149],"employed,":[105],"well":[107],"three":[109,187],"well-known":[110],"engineering":[111,189],"design":[112,120,190],"problems,":[113],"including":[114],"welded":[115],"beam":[116],"design,":[117],"pressure":[118],"vessel":[119],"speed":[122,153],"reducer":[123],"design.":[124],"Several":[125],"famous":[126],"algorithms":[128,143],"chosen":[131],"comparison.":[133],"Experimental":[134],"results":[135,166,185],"show":[136],"that":[137,173,193],"outperforms":[140],"most":[145],"test":[148,170],"with":[150],"faster":[151],"higher":[155],"solution":[156],"accuracy,":[157],"indicates":[159],"merits":[161],"ESMA.":[164],"The":[165],"Wilcoxon":[168],"signed-rank":[169],"reveal":[172],"significant":[176],"superior":[177],"comparative":[180,198],"algorithms.":[182,199],"Moreover,":[183],"constrained":[188],"problems":[191],"demonstrate":[192],"better":[196],"than":[197]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
