{"id":"https://openalex.org/W4392159492","doi":"https://doi.org/10.3390/s24051502","title":"MBB-MOGWO: Modified Boltzmann-Based Multi-Objective Grey Wolf Optimizer","display_name":"MBB-MOGWO: Modified Boltzmann-Based Multi-Objective Grey Wolf Optimizer","publication_year":2024,"publication_date":"2024-02-26","ids":{"openalex":"https://openalex.org/W4392159492","doi":"https://doi.org/10.3390/s24051502","pmid":"https://pubmed.ncbi.nlm.nih.gov/38475038"},"language":"en","primary_location":{"id":"doi:10.3390/s24051502","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24051502","pdf_url":"https://www.mdpi.com/1424-8220/24/5/1502/pdf?version=1708935772","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/5/1502/pdf?version=1708935772","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100375135","display_name":"Jing Liu","orcid":"https://orcid.org/0000-0003-4641-1326"},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Liu","raw_affiliation_strings":["College of Computer Science, Inner Mongolia University, Hohhot 010021, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Inner Mongolia University, Hohhot 010021, China","institution_ids":["https://openalex.org/I2722730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101862346","display_name":"Zhentian Liu","orcid":"https://orcid.org/0000-0002-7733-3407"},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhentian Liu","raw_affiliation_strings":["College of Computer Science, Inner Mongolia University, Hohhot 010021, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Inner Mongolia University, Hohhot 010021, China","institution_ids":["https://openalex.org/I2722730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100741284","display_name":"Yang Wu","orcid":"https://orcid.org/0000-0003-3903-0111"},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Wu","raw_affiliation_strings":["College of Computer Science, Inner Mongolia University, Hohhot 010021, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Inner Mongolia University, Hohhot 010021, China","institution_ids":["https://openalex.org/I2722730"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087894632","display_name":"Keqin Li","orcid":"https://orcid.org/0000-0001-5224-4048"},"institutions":[{"id":"https://openalex.org/I157455823","display_name":"SUNY New Paltz","ror":"https://ror.org/03j3dv688","country_code":"US","type":"education","lineage":["https://openalex.org/I157455823"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Keqin Li","raw_affiliation_strings":["Department of Computer Science, State University of New York, New Paltz, NY 12561, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, State University of New York, New Paltz, NY 12561, USA","institution_ids":["https://openalex.org/I157455823"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5087894632"],"corresponding_institution_ids":["https://openalex.org/I157455823"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.8794,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.9073158,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"24","issue":"5","first_page":"1502","last_page":"1502"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11478","display_name":"Caching and Content Delivery","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9860000014305115,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6192198991775513},{"id":"https://openalex.org/keywords/local-optimum","display_name":"Local optimum","score":0.6026769280433655},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5938517451286316},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5215539932250977},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4936140775680542},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4726497232913971},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4699825346469879},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4196595549583435},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33302223682403564},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3272755742073059},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32492595911026},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15962353348731995}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6192198991775513},{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.6026769280433655},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5938517451286316},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5215539932250977},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4936140775680542},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4726497232913971},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4699825346469879},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4196595549583435},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33302223682403564},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3272755742073059},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32492595911026},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15962353348731995},{"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/s24051502","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24051502","pdf_url":"https://www.mdpi.com/1424-8220/24/5/1502/pdf?version=1708935772","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:38475038","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38475038","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10934955","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10934955","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10934955/pdf/sensors-24-01502.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:53c6cb5e2835411c923ff7b89cd5d969","is_oa":true,"landing_page_url":"https://doaj.org/article/53c6cb5e2835411c923ff7b89cd5d969","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 24, Iss 5, p 1502 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s24051502","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24051502","pdf_url":"https://www.mdpi.com/1424-8220/24/5/1502/pdf?version=1708935772","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2414205535","display_name":null,"funder_award_id":"2023ZD18","funder_id":"https://openalex.org/F4320322868","funder_display_name":"Natural Science Foundation of Inner Mongolia"}],"funders":[{"id":"https://openalex.org/F4320322868","display_name":"Natural Science Foundation of Inner Mongolia","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4392159492.pdf"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1587294773","https://openalex.org/W1984576194","https://openalex.org/W2052385998","https://openalex.org/W2053623964","https://openalex.org/W2076264123","https://openalex.org/W2094342687","https://openalex.org/W2106334424","https://openalex.org/W2136632629","https://openalex.org/W2151554678","https://openalex.org/W2158221863","https://openalex.org/W2174096823","https://openalex.org/W2209714802","https://openalex.org/W2308236655","https://openalex.org/W2368087009","https://openalex.org/W2432516117","https://openalex.org/W2509857223","https://openalex.org/W2522691827","https://openalex.org/W2618467698","https://openalex.org/W2621325273","https://openalex.org/W2745591639","https://openalex.org/W2784591035","https://openalex.org/W2789838905","https://openalex.org/W2790925524","https://openalex.org/W2857707114","https://openalex.org/W2903190676","https://openalex.org/W2905557461","https://openalex.org/W2925928617","https://openalex.org/W4213228614","https://openalex.org/W4250686409","https://openalex.org/W6632525437","https://openalex.org/W6683067518"],"related_works":["https://openalex.org/W2992415251","https://openalex.org/W4283765137","https://openalex.org/W2390808588","https://openalex.org/W2164422526","https://openalex.org/W4384024895","https://openalex.org/W2335812169","https://openalex.org/W2323516465","https://openalex.org/W2468239603","https://openalex.org/W57712993","https://openalex.org/W4238615239"],"abstract_inverted_index":{"The":[0,72,185],"primary":[1],"objective":[2,17],"of":[3,15,56,74,97,107,110,115,132,150,171,178],"multi-objective":[4,21,37,82],"optimization":[5,24,38,130],"techniques":[6],"is":[7,78,139],"to":[8,42,69,123,141],"identify":[9],"optimal":[10],"solutions":[11,186],"within":[12,147],"the":[13,20,53,75,105,108,113,129,137,148,159],"context":[14,106],"conflicting":[16],"functions.":[18,84],"While":[19],"gray":[22],"wolf":[23],"(MOGWO)":[25],"algorithm":[26,77,138],"has":[27],"been":[28],"widely":[29],"adopted":[30],"for":[31,181],"its":[32],"superior":[33],"performance":[34,73],"in":[35,52,100,104,134,176],"solving":[36],"problems,":[39],"it":[40],"tends":[41],"encounter":[43],"challenges":[44],"such":[45],"as":[46,70],"local":[47,101],"optima":[48],"and":[49,93,194],"slow":[50],"convergence":[51,92],"later":[54],"stages":[55],"optimization.":[57],"To":[58,127],"address":[59,142],"these":[60],"issues,":[61],"we":[62],"propose":[63],"a":[64,94,143],"Modified":[65],"Boltzmann-Based":[66],"MOGWO,":[67],"referred":[68],"MBB-MOGWO.":[71],"proposed":[76],"evaluated":[79],"on":[80],"multiple":[81],"test":[83],"Experimental":[85],"results":[86],"demonstrate":[87,191],"that":[88],"MBB-MOGWO":[89,133],"exhibits":[90],"rapid":[91],"reduced":[95],"likelihood":[96],"being":[98],"trapped":[99],"optima.":[102],"Furthermore,":[103],"Internet":[109],"Things":[111],"(IoT),":[112],"quality":[114],"web":[116,151,182],"service":[117,152,183,196],"composition":[118],"significantly":[119],"impacts":[120],"complexities":[121],"related":[122],"sensor":[124],"resource":[125],"scheduling.":[126],"showcase":[128],"capabilities":[131],"real-world":[135],"scenarios,":[136],"applied":[140],"Multi-Objective":[144],"Problem":[145],"(MOP)":[146],"domain":[149],"composition,":[153],"utilizing":[154],"real":[155],"data":[156],"records":[157],"from":[158],"QWS":[160],"dataset.":[161],"Comparative":[162],"analyses":[163],"with":[164],"four":[165],"representative":[166],"algorithms":[167],"reveal":[168],"distinct":[169],"advantages":[170],"our":[172,189],"MBB-MOGWO-based":[173],"method,":[174],"particularly":[175],"terms":[177],"solution":[179],"precision":[180],"composition.":[184],"obtained":[187],"through":[188],"method":[190],"higher":[192],"fitness":[193],"improved":[195],"quality.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
