{"id":"https://openalex.org/W7124895366","doi":"https://doi.org/10.22266/ijies2026.0228.47","title":"Dance Training-based Optimizer: A Novel Human-inspired Metaheuristic Algorithm for Optimization Tasks","display_name":"Dance Training-based Optimizer: A Novel Human-inspired Metaheuristic Algorithm for Optimization Tasks","publication_year":2026,"publication_date":"2026-01-20","ids":{"openalex":"https://openalex.org/W7124895366","doi":"https://doi.org/10.22266/ijies2026.0228.47"},"language":"en","primary_location":{"id":"doi:10.22266/ijies2026.0228.47","doi":"https://doi.org/10.22266/ijies2026.0228.47","is_oa":true,"landing_page_url":"https://doi.org/10.22266/ijies2026.0228.47","pdf_url":"https://doi.org/10.22266/ijies2026.0228.47","source":{"id":"https://openalex.org/S2764379787","display_name":"International journal of intelligent engineering and systems","issn_l":"1882-708X","issn":["1882-708X","2185-310X","2185-3118"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4365922016","host_organization_name":"Intelligent Networks and Systems Society","host_organization_lineage":["https://openalex.org/P4365922016"],"host_organization_lineage_names":["Intelligent Networks and Systems Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Engineering and Systems","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.22266/ijies2026.0228.47","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5117266530","display_name":"Jaloladdin Rajabov","orcid":"https://orcid.org/0009-0007-0833-9251","observed_orcids":["https://orcid.org/0009-0007-0833-9251"]},"institutions":[{"id":"https://openalex.org/I14916453","display_name":"Urgench State University","ror":"https://ror.org/0593kfr97","country_code":"UZ","type":"education","lineage":["https://openalex.org/I14916453"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Jaloladdin Rajabov","raw_affiliation_strings":["Department of Transport systems , Urgench State University named after Abu Rayhan Biruni , Urgench , 14 , Kh.Alimdjan str , Urgench city , 220100 , Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Transport systems , Urgench State University named after Abu Rayhan Biruni , Urgench , 14 , Kh.Alimdjan str , Urgench city , 220100 , Uzbekistan","institution_ids":["https://openalex.org/I14916453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036598764","display_name":"Hazem Migdady","orcid":"https://orcid.org/0000-0003-1174-9239","observed_orcids":["https://orcid.org/0000-0003-1174-9239"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hazem Migdady","raw_affiliation_strings":["CSMIS Department , Oman College of Management and Technology , 320 Barka , Oman"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSMIS Department , Oman College of Management and Technology , 320 Barka , Oman","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078607983","display_name":"Raed Abu Zitar","orcid":"https://orcid.org/0000-0003-2693-2132","observed_orcids":["https://orcid.org/0000-0003-2693-2132"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Raed Abu Zitar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5146837001","display_name":"Aseel Smerat","orcid":"https://orcid.org/0009-0008-4600-509X","observed_orcids":["https://orcid.org/0009-0008-4600-509X"]},"institutions":[{"id":"https://openalex.org/I104941359","display_name":"Al-Ahliyya Amman University","ror":"https://ror.org/00xddhq60","country_code":"JO","type":"education","lineage":["https://openalex.org/I104941359"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Aseel Smerat","raw_affiliation_strings":["Hourani Center for Applied Scientific Research , Al-Ahliyya Amman University , Amman 19328 , Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hourani Center for Applied Scientific Research , Al-Ahliyya Amman University , Amman 19328 , Jordan","institution_ids":["https://openalex.org/I104941359"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5146856188","display_name":"Widi Airbow","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I23758234","display_name":"Universitas Negeri Surabaya","ror":"https://ror.org/01jf74q70","country_code":"ID","type":"education","lineage":["https://openalex.org/I23758234"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Widi Airbow","raw_affiliation_strings":["Department of Electrical Engineering , Faculty of Vocational Studies , Universitas Negeri Surabaya , Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering , Faculty of Vocational Studies , Universitas Negeri Surabaya , Indonesia","institution_ids":["https://openalex.org/I23758234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102768837","display_name":"Zeinab Montazeri","orcid":"https://orcid.org/0000-0002-2846-9535","observed_orcids":["https://orcid.org/0000-0002-2846-9535","https://orcid.org/0000-0003-0989-2431"]},"institutions":[{"id":"https://openalex.org/I204490172","display_name":"Shiraz University of Technology","ror":"https://ror.org/04bxa3v83","country_code":"IR","type":"education","lineage":["https://openalex.org/I204490172"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Zeinab Montazeri","raw_affiliation_strings":["Department of Electrical and Electronics Engineering , Shiraz University of Technology , Shiraz 7155713876 , Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering , Shiraz University of Technology , Shiraz 7155713876 , Iran","institution_ids":["https://openalex.org/I204490172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101801167","display_name":"Mohammad Dehghani","orcid":"https://orcid.org/0000-0002-4243-9658","observed_orcids":["https://orcid.org/0000-0002-4243-9658"]},"institutions":[{"id":"https://openalex.org/I204490172","display_name":"Shiraz University of Technology","ror":"https://ror.org/04bxa3v83","country_code":"IR","type":"education","lineage":["https://openalex.org/I204490172"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Dehghani","raw_affiliation_strings":["Department of Electrical and Electronics Engineering , Shiraz University of Technology , Shiraz 7155713876 , Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering , Shiraz University of Technology , Shiraz 7155713876 , Iran","institution_ids":["https://openalex.org/I204490172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088478996","display_name":"Om Parkash Malik","orcid":"https://orcid.org/0000-0003-4925-1276","observed_orcids":["https://orcid.org/0000-0003-4925-1276"]},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Om Parkash Malik","raw_affiliation_strings":["Department of Electrical and Software Engineering , University of Calgary , Calgary , AB T2N 1N4 , Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Software Engineering , University of Calgary , Calgary , AB T2N 1N4 , Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044714370","display_name":"Kei Eguchi","orcid":"https://orcid.org/0000-0002-1290-7975","observed_orcids":["https://orcid.org/0000-0002-1290-7975"]},"institutions":[{"id":"https://openalex.org/I100722782","display_name":"Fukuoka Institute of Technology","ror":"https://ror.org/00bmxak18","country_code":"JP","type":"education","lineage":["https://openalex.org/I100722782"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kei Eguchi","raw_affiliation_strings":["Department of Information Electronics , Fukuoka Institute of Technology , Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Electronics , Fukuoka Institute of Technology , Japan","institution_ids":["https://openalex.org/I100722782"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":15.3463,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.98959588,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"19","issue":"2","first_page":"754","last_page":"764"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":1.0,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.0,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.0,"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/metaheuristic-optimization","display_name":"metaheuristic optimization","score":0.8289999961853027},{"id":"https://openalex.org/keywords/benchmark-functions","display_name":"benchmark functions","score":0.5529999732971191},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"swarm intelligence","score":0.4320000112056732}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8765000104904175},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.7386000156402588},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.44839999079704285},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4458000063896179},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40049999952316284},{"id":"https://openalex.org/C28767586","wikidata":"https://www.wikidata.org/wiki/Q7135006","display_name":"Parallel metaheuristic","level":4,"score":0.3183000087738037},{"id":"https://openalex.org/C147446459","wikidata":"https://www.wikidata.org/wiki/Q11639","display_name":"Dance","level":2,"score":0.31540000438690186},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.2529999911785126},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25029999017715454},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.23600000143051147}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.22266/ijies2026.0228.47","doi":"https://doi.org/10.22266/ijies2026.0228.47","is_oa":true,"landing_page_url":"https://doi.org/10.22266/ijies2026.0228.47","pdf_url":"https://doi.org/10.22266/ijies2026.0228.47","source":{"id":"https://openalex.org/S2764379787","display_name":"International journal of intelligent engineering and systems","issn_l":"1882-708X","issn":["1882-708X","2185-310X","2185-3118"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4365922016","host_organization_name":"Intelligent Networks and Systems Society","host_organization_lineage":["https://openalex.org/P4365922016"],"host_organization_lineage_names":["Intelligent Networks and Systems Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Engineering and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.22266/ijies2026.0228.47","doi":"https://doi.org/10.22266/ijies2026.0228.47","is_oa":true,"landing_page_url":"https://doi.org/10.22266/ijies2026.0228.47","pdf_url":"https://doi.org/10.22266/ijies2026.0228.47","source":{"id":"https://openalex.org/S2764379787","display_name":"International journal of intelligent engineering and systems","issn_l":"1882-708X","issn":["1882-708X","2185-310X","2185-3118"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4365922016","host_organization_name":"Intelligent Networks and Systems Society","host_organization_lineage":["https://openalex.org/P4365922016"],"host_organization_lineage_names":["Intelligent Networks and Systems Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Engineering and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7124895366.pdf","grobid_xml":"https://content.openalex.org/works/W7124895366.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W1604810941","https://openalex.org/W2072955302","https://openalex.org/W2154943049","https://openalex.org/W2290883490","https://openalex.org/W2617638177","https://openalex.org/W4407158074","https://openalex.org/W4407596605","https://openalex.org/W4407910988","https://openalex.org/W4416117011","https://openalex.org/W4416897351"],"related_works":["https://openalex.org/W4223620970","https://openalex.org/W4282938250","https://openalex.org/W7092288543","https://openalex.org/W4416824637","https://openalex.org/W4306407124","https://openalex.org/W4294025663","https://openalex.org/W4396632288","https://openalex.org/W4387880690","https://openalex.org/W4409173890","https://openalex.org/W4392125619"],"abstract_inverted_index":{"A":[0],"novel":[1],"human-based":[2],"optimization":[3,83,106],"algorithm":[4,100],"named":[5],"Dance":[6],"Training-Based":[7],"Optimizer":[8],"(DTBO),":[9],"based":[10],"on":[11],"the":[12,32,72,90,98],"simulation":[13],"of":[14,51,97],"dance":[15,34],"training":[16],"steps,":[17],"is":[18,38,78],"proposed":[19,73,99],"in":[20,24,41,101],"this":[21],"paper.Search":[22],"agents":[23],"DTBO":[25,74],"are":[26],"dancers":[27],"who":[28],"want":[29],"to":[30,70,104],"perform":[31],"best":[33],"show":[35],"by":[36],"training.DTBO":[37],"mathematically":[39],"modeled":[40],"three":[42],"phases":[43],"with":[44,80],"titles":[45],"1-imitation,":[46],"2practice,":[47],"and":[48,62,75,92,95],"3-creativity.A":[49],"set":[50],"sixty-eight":[52],"objective":[53],"functions,":[54],"including":[55],"unimodal,":[56],"multi-modal,":[57],"CEC":[58,63],"2015":[59],"test":[60,65],"suite,":[61,66],"2017":[64],"has":[67],"been":[68],"used":[69],"evaluate":[71],"its":[76,102],"performance":[77,96],"compared":[79],"other":[81],"eight":[82],"algorithms.Results":[84],"obtained":[85],"from":[86],"these":[87],"studies":[88],"indicate":[89],"desired":[91],"acceptable":[93],"quality":[94],"application":[103],"solve":[105],"problems.":[107]},"counts_by_year":[{"year":2026,"cited_by_count":11}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-01-21T00:00:00"}