{"id":"https://openalex.org/W3115290671","doi":"https://doi.org/10.1109/access.2020.3047936","title":"MOSMA: Multi-Objective Slime Mould Algorithm Based on Elitist Non-Dominated Sorting","display_name":"MOSMA: Multi-Objective Slime Mould Algorithm Based on Elitist Non-Dominated Sorting","publication_year":2020,"publication_date":"2020-12-29","ids":{"openalex":"https://openalex.org/W3115290671","doi":"https://doi.org/10.1109/access.2020.3047936","mag":"3115290671"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3047936","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3047936","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09310187.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09310187.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012245321","display_name":"M. Premkumar","orcid":"https://orcid.org/0000-0003-1032-4634"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Manoharan Premkumar","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, GMR Institute of Technology, Rajam, India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, GMR Institute of Technology, Rajam, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066826293","display_name":"Pradeep Jangir","orcid":"https://orcid.org/0000-0001-6944-4775"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pradeep Jangir","raw_affiliation_strings":["Rajasthan Rajya Vidyut Prasaran Nigam Limited, Sikar, India"],"affiliations":[{"raw_affiliation_string":"Rajasthan Rajya Vidyut Prasaran Nigam Limited, Sikar, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057915950","display_name":"R. Sowmya","orcid":"https://orcid.org/0000-0002-0967-7718"},"institutions":[{"id":"https://openalex.org/I122964287","display_name":"National Institute of Technology Tiruchirappalli","ror":"https://ror.org/047x65e68","country_code":"IN","type":"education","lineage":["https://openalex.org/I122964287"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ravichandran Sowmya","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, National Institute of Technology Tiruchirappalli, Tiruchirappalli, India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, National Institute of Technology Tiruchirappalli, Tiruchirappalli, India","institution_ids":["https://openalex.org/I122964287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078010800","display_name":"Hassan Haes Alhelou","orcid":null},"institutions":[{"id":"https://openalex.org/I108907416","display_name":"Latakia University","ror":"https://ror.org/04nqts970","country_code":"SY","type":"education","lineage":["https://openalex.org/I108907416"]}],"countries":["SY"],"is_corresponding":false,"raw_author_name":"Hassan Haes Alhelou","raw_affiliation_strings":["Department of Electrical Power Engineering, Faculty of Mechanical and Electrical Engineering, Tishreen University, Lattakia, Syria"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Power Engineering, Faculty of Mechanical and Electrical Engineering, Tishreen University, Lattakia, Syria","institution_ids":["https://openalex.org/I108907416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028441474","display_name":"Ali Asghar Heidari","orcid":"https://orcid.org/0000-0001-6938-9948"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ali Asghar Heidari","raw_affiliation_strings":["School of Surveying and Geospatial Engineering, College of Engineering, University of Tehran, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"School of Surveying and Geospatial Engineering, College of Engineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100648348","display_name":"Huiling Chen","orcid":"https://orcid.org/0000-0002-7714-9693"},"institutions":[{"id":"https://openalex.org/I146620803","display_name":"Wenzhou University","ror":"https://ror.org/020hxh324","country_code":"CN","type":"education","lineage":["https://openalex.org/I146620803"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiling Chen","raw_affiliation_strings":["College of Computer Science and Artificial Intelligence, Wenzhou University, Wenzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Artificial Intelligence, Wenzhou University, Wenzhou, China","institution_ids":["https://openalex.org/I146620803"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5012245321"],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":11.2334,"has_fulltext":true,"cited_by_count":224,"citation_normalized_percentile":{"value":0.99250438,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"9","issue":null,"first_page":"3229","last_page":"3248"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13362","display_name":"Slime Mold and Myxomycetes Research","score":0.992900013923645,"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":0.992900013923645,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9840999841690063,"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":0.9609000086784363,"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/sorting","display_name":"Sorting","score":0.7471901178359985},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.7119126319885254},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.6529296040534973},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6228005886077881},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.590844452381134},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4612170457839966},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4465557634830475},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4288448393344879},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.41919395327568054},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40637117624282837},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28757181763648987}],"concepts":[{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.7471901178359985},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7119126319885254},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.6529296040534973},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6228005886077881},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.590844452381134},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4612170457839966},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4465557634830475},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4288448393344879},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.41919395327568054},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40637117624282837},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28757181763648987},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3047936","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3047936","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09310187.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8d7cf47434344b0e8657e6f0b2cc321d","is_oa":true,"landing_page_url":"https://doaj.org/article/8d7cf47434344b0e8657e6f0b2cc321d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 3229-3248 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3047936","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3047936","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09310187.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3115290671.pdf","grobid_xml":"https://content.openalex.org/works/W3115290671.grobid-xml"},"referenced_works_count":93,"referenced_works":["https://openalex.org/W174382253","https://openalex.org/W777315295","https://openalex.org/W1246785240","https://openalex.org/W1418108976","https://openalex.org/W1627084785","https://openalex.org/W1957430778","https://openalex.org/W1961948334","https://openalex.org/W1972879792","https://openalex.org/W1974964101","https://openalex.org/W1975627211","https://openalex.org/W1980041493","https://openalex.org/W1980432290","https://openalex.org/W1981640355","https://openalex.org/W1987443278","https://openalex.org/W1994028951","https://openalex.org/W2005144156","https://openalex.org/W2030350848","https://openalex.org/W2031232041","https://openalex.org/W2047156683","https://openalex.org/W2051821221","https://openalex.org/W2056605897","https://openalex.org/W2061366163","https://openalex.org/W2071960131","https://openalex.org/W2072661909","https://openalex.org/W2088235871","https://openalex.org/W2091229651","https://openalex.org/W2102365077","https://openalex.org/W2116661285","https://openalex.org/W2125899728","https://openalex.org/W2126105956","https://openalex.org/W2134493171","https://openalex.org/W2150046657","https://openalex.org/W2150923807","https://openalex.org/W2151554678","https://openalex.org/W2162327234","https://openalex.org/W2245479714","https://openalex.org/W2258675139","https://openalex.org/W2265470253","https://openalex.org/W2280338761","https://openalex.org/W2283268937","https://openalex.org/W2343420905","https://openalex.org/W2347804410","https://openalex.org/W2432516117","https://openalex.org/W2481453975","https://openalex.org/W2535351973","https://openalex.org/W2559869455","https://openalex.org/W2576199912","https://openalex.org/W2593064265","https://openalex.org/W2735292160","https://openalex.org/W2769746177","https://openalex.org/W2798041585","https://openalex.org/W2799527050","https://openalex.org/W2892277620","https://openalex.org/W2919622604","https://openalex.org/W2940979927","https://openalex.org/W2947987928","https://openalex.org/W2951366158","https://openalex.org/W2953409709","https://openalex.org/W2955505714","https://openalex.org/W2955827290","https://openalex.org/W2965688532","https://openalex.org/W2967592538","https://openalex.org/W2979371270","https://openalex.org/W2985364672","https://openalex.org/W2996097017","https://openalex.org/W2997958323","https://openalex.org/W3002603824","https://openalex.org/W3006986714","https://openalex.org/W3009736721","https://openalex.org/W3014974411","https://openalex.org/W3015759889","https://openalex.org/W3016057476","https://openalex.org/W3023540311","https://openalex.org/W3023846065","https://openalex.org/W3023976207","https://openalex.org/W3028457518","https://openalex.org/W3033396344","https://openalex.org/W3033602580","https://openalex.org/W3043143168","https://openalex.org/W3085208921","https://openalex.org/W3088127267","https://openalex.org/W3088197769","https://openalex.org/W3088415781","https://openalex.org/W3088819601","https://openalex.org/W3090710579","https://openalex.org/W3093374737","https://openalex.org/W4238792310","https://openalex.org/W4246318739","https://openalex.org/W6690246529","https://openalex.org/W6692275816","https://openalex.org/W6693135647","https://openalex.org/W6717764351","https://openalex.org/W6732434728"],"related_works":["https://openalex.org/W1994686097","https://openalex.org/W2906115061","https://openalex.org/W2977596624","https://openalex.org/W2145877535","https://openalex.org/W2744730182","https://openalex.org/W3134440233","https://openalex.org/W2751605210","https://openalex.org/W2068949283","https://openalex.org/W3151104768","https://openalex.org/W2022485595"],"abstract_inverted_index":{"This":[0,285],"paper":[1],"proposes":[2],"a":[3,9,100,148,160],"multi-objective":[4,10,22,55,152,260,283],"Slime":[5,15],"Mould":[6,16],"Algorithm":[7,17,213,221],"(MOSMA),":[8],"variant":[11],"of":[12,64,89,171,183,201,225,250,276,315],"the":[13,21,42,61,73,82,86,93,114,119,128,151,157,169,181,202,248,251,274,277,298,312,320],"recently-developed":[14],"(SMA)":[18],"for":[19,28,41,133,297],"handling":[20,29],"optimization":[23,30,36,43,56],"problems":[24,58,196],"in":[25,92,156,223,254,280],"industries.":[26],"Recently,":[27],"problems,":[31,261],"several":[32],"meta-heuristic":[33],"and":[34,71,108,159,179,192,218,242,266,295,306],"evolutionary":[35],"techniques":[37],"have":[38],"been":[39],"suggested":[40],"community.":[44],"These":[45],"methods":[46],"tend":[47],"to":[48,104,142,166,258],"suffer":[49],"from":[50,85],"low-quality":[51],"solutions":[52,173,257],"when":[53],"evaluating":[54],"(MOO)":[57],"than":[59],"addressing":[60],"objective":[62],"functions":[63],"identifying":[65],"Pareto":[66,144,268],"optimal":[67,115,145,172,269],"solutions\u2019":[68],"accurate":[69],"estimation":[70],"increasing":[72,168],"distribution":[74],"throughout":[75],"all":[76,175,259],"objectives.":[77,176],"The":[78,96,123,199,244,271],"SMA":[79,97,131,316],"method":[80],"follows":[81],"logic":[83],"gained":[84],"oscillation":[87],"behaviors":[88],"slime":[90],"mould":[91],"laboratory":[94],"experiments.":[95],"algorithm":[98,126,253,279],"shows":[99],"powerful":[101],"performance":[102,182,200,227],"compared":[103,205],"other":[105],"well-established":[106],"methods,":[107],"it":[109],"is":[110,154,164,204,317],"designed":[111],"by":[112],"incorporating":[113],"food":[116],"path":[117],"using":[118],"positive-negative":[120],"feedback":[121],"system.":[122],"proposed":[124,252,278],"MOSMA":[125,203],"employs":[127],"same":[129],"underlying":[130],"mechanisms":[132],"convergence":[134],"combined":[135],"with":[136,206,291,319],"an":[137],"elitist":[138],"non-dominated":[139],"sorting":[140],"approach":[141],"estimate":[143],"solutions.":[146],"As":[147],"posteriori":[149],"method,":[150],"formulation":[153],"maintained":[155],"MOSMA,":[158,184],"crowding":[161],"distance":[162],"operator":[163],"utilized":[165],"ensure":[167],"coverage":[170],"across":[174],"To":[177],"verify":[178],"validate":[180],"41":[185],"different":[186,226],"case":[187],"studies,":[188],"including":[189,262],"unconstrained,":[190],"constrained,":[191],"real-world":[193],"engineering":[194],"design":[195],"are":[197],"considered.":[198],"Multiobjective":[207,219],"Symbiotic-Organism":[208],"Search":[209],"(MOSOS),":[210],"Multi-objective":[211],"Evolutionary":[212],"Based":[214],"on":[215],"Decomposition":[216],"(MOEA/D),":[217],"Water-Cycle":[220],"(MOWCA)":[222],"terms":[224],"metrics,":[228],"such":[229],"as":[230],"Generational":[231,235],"Distance":[232,236],"(GD),":[233],"Inverted":[234],"(IGD),":[237],"Maximum":[238],"Spread":[239],"(MS),":[240],"Spacing,":[241],"Run-time.":[243],"simulation":[245],"results":[246,272],"demonstrated":[247],"superiority":[249],"realizing":[255],"high-quality":[256],"linear,":[263],"nonlinear,":[264],"continuous,":[265],"discrete":[267],"front.":[270],"indicate":[273],"effectiveness":[275],"solving":[281],"complicated":[282],"problems.":[284],"research":[286],"will":[287],"be":[288],"backed":[289],"up":[290],"extra":[292],"online":[293],"service":[294],"guidance":[296],"paper\u2019s":[299],"source":[300,313],"code":[301,314],"at":[302,322],"<uri":[303,307,323],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[304,308,324],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://premkumarmanoharan.wixsite.com/mysite</uri>":[305],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://aliasgharheidari.com/SMA.html</uri>":[309,325],".":[310,326],"Also,":[311],"shared":[318],"public":[321]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":42},{"year":2024,"cited_by_count":46},{"year":2023,"cited_by_count":51},{"year":2022,"cited_by_count":47},{"year":2021,"cited_by_count":30},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
