{"id":"https://openalex.org/W2037717784","doi":"https://doi.org/10.2478/jaiscr-2014-0009","title":"A Big-Bang Big-Crunch Optimized General Type-2 Fuzzy Logic Approach for Multi-Criteria Group Decision Making","display_name":"A Big-Bang Big-Crunch Optimized General Type-2 Fuzzy Logic Approach for Multi-Criteria Group Decision Making","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W2037717784","doi":"https://doi.org/10.2478/jaiscr-2014-0009","mag":"2037717784"},"language":"en","primary_location":{"id":"doi:10.2478/jaiscr-2014-0009","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jaiscr-2014-0009","pdf_url":"https://sciendo.com/pdf/10.2478/jaiscr-2014-0009","source":{"id":"https://openalex.org/S4210223945","display_name":"Journal of Artificial Intelligence and Soft Computing Research","issn_l":"2083-2567","issn":["2083-2567","2449-6499"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317241","host_organization_name":"Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology","host_organization_lineage":["https://openalex.org/P4310317241"],"host_organization_lineage_names":["Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Soft Computing Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://sciendo.com/pdf/10.2478/jaiscr-2014-0009","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053794278","display_name":"Syibrah Naim","orcid":"https://orcid.org/0000-0002-7575-0426"},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Syibrah Naim","raw_affiliation_strings":["The Computational Intelligence Centre School of Computer Science and Electronic Engineering University of Essex, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Computational Intelligence Centre School of Computer Science and Electronic Engineering University of Essex, United Kingdom","institution_ids":["https://openalex.org/I110002522"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041176153","display_name":"Hani Hagras","orcid":"https://orcid.org/0000-0002-2818-5292"},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hani Hagras","raw_affiliation_strings":["The Computational Intelligence Centre School of Computer Science and Electronic Engineering University of Essex, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Computational Intelligence Centre School of Computer Science and Electronic Engineering University of Essex, United Kingdom","institution_ids":["https://openalex.org/I110002522"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I110002522"],"apc_list":null,"apc_paid":null,"fwci":1.1938,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.81903226,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"3","issue":"2","first_page":"117","last_page":"132"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9991999864578247,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9991999864578247,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9790999889373779,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9757999777793884,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/vagueness","display_name":"Vagueness","score":0.7568159699440002},{"id":"https://openalex.org/keywords/crunch","display_name":"Crunch","score":0.6938028335571289},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5901457071304321},{"id":"https://openalex.org/keywords/group-decision-making","display_name":"Group decision-making","score":0.5390746593475342},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5219652056694031},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.49147355556488037},{"id":"https://openalex.org/keywords/type","display_name":"Type (biology)","score":0.4307872951030731},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.42005518078804016},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3973968029022217},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3729611933231354},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2565734088420868},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23519298434257507}],"concepts":[{"id":"https://openalex.org/C2776825360","wikidata":"https://www.wikidata.org/wiki/Q1411921","display_name":"Vagueness","level":3,"score":0.7568159699440002},{"id":"https://openalex.org/C2780614964","wikidata":"https://www.wikidata.org/wiki/Q811154","display_name":"Crunch","level":2,"score":0.6938028335571289},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5901457071304321},{"id":"https://openalex.org/C20701700","wikidata":"https://www.wikidata.org/wiki/Q388791","display_name":"Group decision-making","level":2,"score":0.5390746593475342},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5219652056694031},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.49147355556488037},{"id":"https://openalex.org/C2777299769","wikidata":"https://www.wikidata.org/wiki/Q3707858","display_name":"Type (biology)","level":2,"score":0.4307872951030731},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.42005518078804016},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3973968029022217},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3729611933231354},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2565734088420868},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23519298434257507},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2478/jaiscr-2014-0009","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jaiscr-2014-0009","pdf_url":"https://sciendo.com/pdf/10.2478/jaiscr-2014-0009","source":{"id":"https://openalex.org/S4210223945","display_name":"Journal of Artificial Intelligence and Soft Computing Research","issn_l":"2083-2567","issn":["2083-2567","2449-6499"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317241","host_organization_name":"Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology","host_organization_lineage":["https://openalex.org/P4310317241"],"host_organization_lineage_names":["Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Soft Computing Research","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.879.5207","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.879.5207","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.baztech-04157a4a-6fe9-4391-a63b-929d1bee9e65/c/Naim_a_big-bang.pdf","raw_type":"text"}],"best_oa_location":{"id":"doi:10.2478/jaiscr-2014-0009","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jaiscr-2014-0009","pdf_url":"https://sciendo.com/pdf/10.2478/jaiscr-2014-0009","source":{"id":"https://openalex.org/S4210223945","display_name":"Journal of Artificial Intelligence and Soft Computing Research","issn_l":"2083-2567","issn":["2083-2567","2449-6499"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317241","host_organization_name":"Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology","host_organization_lineage":["https://openalex.org/P4310317241"],"host_organization_lineage_names":["Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Soft Computing Research","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2037717784.pdf","grobid_xml":"https://content.openalex.org/works/W2037717784.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W150690221","https://openalex.org/W564030374","https://openalex.org/W942391625","https://openalex.org/W1547734882","https://openalex.org/W1580827655","https://openalex.org/W1965470998","https://openalex.org/W1977752528","https://openalex.org/W1978062397","https://openalex.org/W1980564456","https://openalex.org/W1982675899","https://openalex.org/W1984086474","https://openalex.org/W1984762043","https://openalex.org/W1987177581","https://openalex.org/W1989907351","https://openalex.org/W2010990033","https://openalex.org/W2019382220","https://openalex.org/W2024251561","https://openalex.org/W2055291147","https://openalex.org/W2066452050","https://openalex.org/W2078702572","https://openalex.org/W2085464172","https://openalex.org/W2089909281","https://openalex.org/W2101565156","https://openalex.org/W2116044789","https://openalex.org/W2125631815","https://openalex.org/W2127143632","https://openalex.org/W2132885717","https://openalex.org/W2141834727","https://openalex.org/W2151614844","https://openalex.org/W2159952110","https://openalex.org/W2168087105","https://openalex.org/W2912565176","https://openalex.org/W2913642042","https://openalex.org/W3018404576","https://openalex.org/W4289254296"],"related_works":["https://openalex.org/W2496023037","https://openalex.org/W2350451705","https://openalex.org/W2060617333","https://openalex.org/W2093381264","https://openalex.org/W2040401713","https://openalex.org/W2085182244","https://openalex.org/W2917836534","https://openalex.org/W1899703204","https://openalex.org/W2080087838","https://openalex.org/W186767849"],"abstract_inverted_index":{"Abstract":[0],"Multi-Criteria":[1],"Group":[2],"Decision":[3,56],"Making":[4],"(MCGDM)":[5],"aims":[6,42],"to":[7,43,53,68,172],"find":[8,69],"a":[9,13,29,108],"unique":[10,109],"agreement":[11],"from":[12,114],"number":[14],"of":[15,48,63,73,104,120,142],"decision":[16,157,170],"makers/users":[17],"by":[18],"evaluating":[19],"the":[20,45,54,61,64,70,74,81,91,95,102,118,134,140,147,152,155,168],"uncertainty":[21],"in":[22,90,124,133,161],"judgments.":[23],"In":[24,66],"this":[25],"paper,":[26],"we":[27,79],"present":[28,112],"General":[30],"Type-2":[31],"Fuzzy":[32],"Logic":[33],"based":[34,180],"approach":[35],"for":[36,117],"MCGDM":[37],"(GFLMCGDM).":[38],"The":[39,87],"proposed":[40,92,148],"system":[41],"handle":[44,151],"high":[46],"levels":[47],"uncertainties":[49,153],"which":[50,99,159,164],"exist":[51],"due":[52],"varying":[55],"Makers\u2019":[57],"(DMs)":[58],"judgments":[59],"and":[60,175],"vagueness":[62],"appraisal.":[65],"order":[67],"optimal":[71],"parameters":[72],"general":[75],"type-2":[76],"fuzzy":[77,179],"sets,":[78],"employed":[80],"Big":[82],"Bang-Big":[83],"Crunch":[84],"(BB-BC)":[85],"optimization.":[86],"aggregation":[88],"operation":[89],"method":[93],"aggregates":[94],"various":[96,131,156],"DMs":[97],"opinions":[98,106],"allow":[100],"handling":[101],"disagreements":[103],"DMs\u2019":[105],"into":[107],"approval.":[110],"We":[111,128,144],"results":[113],"an":[115,125],"application":[116],"selection":[119],"reading":[121],"lighting":[122],"level":[123],"intelligent":[126,135],"environment.":[127],"carried":[129],"out":[130],"experiments":[132],"apartment":[136],"(iSpace)":[137],"located":[138],"at":[139],"University":[141],"Essex.":[143],"found":[145],"that":[146],"GFL-MCGDM":[149],"effectively":[150],"between":[154],"makers":[158],"resulted":[160],"producing":[162],"outputs":[163],"better":[165],"agreed":[166],"with":[167],"users\u2019":[169],"compared":[171],"type":[173,177],"1":[174],"interval":[176],"2":[178],"systems.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":3}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}