{"id":"https://openalex.org/W2896789161","doi":"https://doi.org/10.31462/jcemi.2018.03118128","title":"A multi-objective improved teaching learning based optimization algorithm for time-cost trade-off problems","display_name":"A multi-objective improved teaching learning based optimization algorithm for time-cost trade-off problems","publication_year":2018,"publication_date":"2018-10-11","ids":{"openalex":"https://openalex.org/W2896789161","doi":"https://doi.org/10.31462/jcemi.2018.03118128","mag":"2896789161"},"language":"en","primary_location":{"id":"doi:10.31462/jcemi.2018.03118128","doi":"https://doi.org/10.31462/jcemi.2018.03118128","is_oa":true,"landing_page_url":"https://doi.org/10.31462/jcemi.2018.03118128","pdf_url":"https://doi.org/10.31462/jcemi.2018.03118128","source":{"id":"https://openalex.org/S4210238264","display_name":"Journal of Construction Engineering Management & Innovation","issn_l":"2630-5771","issn":["2630-5771"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["tr-dizin"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Construction Engineering, Management & Innovation","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/10.31462/jcemi.2018.03118128","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035585871","display_name":"Mohammad Az\u0131m E\u0131rgash","orcid":"https://orcid.org/0000-0001-5399-115X","observed_orcids":["https://orcid.org/0000-0001-5399-115X"]},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"M.A. Eirgash","raw_affiliation_strings":["Karadeniz Technical University, Civil Engineering Department, Trabzon, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karadeniz Technical University, Civil Engineering Department, Trabzon, Turkey","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045464225","display_name":"Tayfun Dede","orcid":"https://orcid.org/0000-0001-9672-2232","observed_orcids":["https://orcid.org/0000-0001-9672-2232"]},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"T. Dede","raw_affiliation_strings":["Karadeniz Technical University, Civil Engineering Department, Trabzon, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karadeniz Technical University, Civil Engineering Department, Trabzon, Turkey","institution_ids":["https://openalex.org/I162720556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5035585871"],"corresponding_institution_ids":["https://openalex.org/I162720556"],"apc_list":null,"apc_paid":null,"fwci":0.9527,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.76164714,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"1","issue":"3","first_page":"118","last_page":"128"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12177","display_name":"Resource-Constrained Project Scheduling","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12177","display_name":"Resource-Constrained Project Scheduling","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.0019000000320374966,"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/T12709","display_name":"Optimization and Mathematical Programming","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/teaching-learning-based-optimization","display_name":"teaching-learning-based optimization","score":0.9229999780654907},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"multi-objective optimization","score":0.9670000076293945},{"id":"https://openalex.org/keywords/pareto-front","display_name":"Pareto front","score":0.8209999799728394},{"id":"https://openalex.org/keywords/construction-scheduling","display_name":"construction scheduling","score":0.6700000166893005},{"id":"https://openalex.org/keywords/metaheuristic-algorithms","display_name":"metaheuristic algorithms","score":0.5770000219345093},{"id":"https://openalex.org/keywords/number-of-teachers","display_name":"number of teachers","score":0.5709999799728394}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6334819793701172},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.46020621061325073},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40891164541244507},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.38369497656822205},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14553716778755188}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.31462/jcemi.2018.03118128","doi":"https://doi.org/10.31462/jcemi.2018.03118128","is_oa":true,"landing_page_url":"https://doi.org/10.31462/jcemi.2018.03118128","pdf_url":"https://doi.org/10.31462/jcemi.2018.03118128","source":{"id":"https://openalex.org/S4210238264","display_name":"Journal of Construction Engineering Management & Innovation","issn_l":"2630-5771","issn":["2630-5771"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["tr-dizin"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Construction Engineering, Management & Innovation","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.31462/jcemi.2018.03118128","doi":"https://doi.org/10.31462/jcemi.2018.03118128","is_oa":true,"landing_page_url":"https://doi.org/10.31462/jcemi.2018.03118128","pdf_url":"https://doi.org/10.31462/jcemi.2018.03118128","source":{"id":"https://openalex.org/S4210238264","display_name":"Journal of Construction Engineering Management & Innovation","issn_l":"2630-5771","issn":["2630-5771"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["tr-dizin"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Construction Engineering, Management & Innovation","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2896789161.pdf","grobid_xml":"https://content.openalex.org/works/W2896789161.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1480219133","https://openalex.org/W1595498733","https://openalex.org/W1964581121","https://openalex.org/W1999284878","https://openalex.org/W2036950269","https://openalex.org/W2059757355","https://openalex.org/W2066650517","https://openalex.org/W2079249544","https://openalex.org/W2101084362","https://openalex.org/W2130261685","https://openalex.org/W2606788258","https://openalex.org/W2902169728","https://openalex.org/W3047184045"],"related_works":["https://openalex.org/W2999414104","https://openalex.org/W4362711270","https://openalex.org/W6922602271","https://openalex.org/W3177840179","https://openalex.org/W4415240465","https://openalex.org/W4368362446","https://openalex.org/W2074176954","https://openalex.org/W2941223996","https://openalex.org/W2380025424","https://openalex.org/W4413105204"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3,84,141],"multi-objective":[4],"optimization":[5,17,127],"model":[6],"based":[7,16],"on":[8],"modified":[9],"adaptive":[10,50],"weight":[11],"approach":[12],"and":[13,124],"improved":[14,33],"teaching-learning":[15],"(MAWA-ITLBO)":[18],"algorithm":[19,30,38,122],"is":[20,31,77,91,137],"proposed":[21,103,151],"for":[22],"the":[23,32,41,65,68,72,75,80,99,102,109,118,134],"solution":[24],"of":[25,35,43,45,54,67,74,101,144,149],"time-cost":[26],"trade-off":[27],"problems.The":[28],"MAWA-ITLBO":[29,76,110,136],"version":[34],"basic":[36,119],"MAWA-TLBO":[37],"by":[39,107,116],"adding":[40],"concept":[42],"number":[44],"teachers":[46],"as":[47,49],"well":[48],"teaching":[51],"factor.The":[52],"effects":[53],"these":[55],"parameters":[56],"in":[57,61,94],"TLBO":[58],"are":[59,111],"investigated":[60],"order":[62],"to":[63,79,97,139],"demonstrate":[64,132],"variation":[66],"Pareto":[69],"front":[70],"solution.Thereby,":[71],"performance":[73],"compared":[78,112],"existing":[81],"methods":[82],"using":[83,108,117],"wellknown":[85],"18-activity":[86],"benchmark":[87],"problem.A":[88],"63-activity":[89],"problem":[90],"also":[92],"included":[93],"computational":[95],"experiments":[96],"validate":[98],"efficiency":[100],"MAWA-ITLBO.The":[104],"results":[105,131],"obtained":[106,115,130],"with":[113],"those":[114],"MAWA-TLBO,":[120],"genetic":[121],"(GA),":[123],"ant":[125],"colony":[126],"(ACO)":[128],"algorithms.The":[129],"that":[133,148],"utilized":[135],"able":[138],"provide":[140],"superior":[142],"set":[143],"Pareto-front":[145],"solutions":[146],"than":[147],"previously":[150],"models.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2018-10-26T00:00:00"}