{"id":"https://openalex.org/W1963853506","doi":"https://doi.org/10.1109/tem.2014.2360082","title":"Comparison of AHP and Monte Carlo AHP Under Different Levels of Uncertainty","display_name":"Comparison of AHP and Monte Carlo AHP Under Different Levels of Uncertainty","publication_year":2014,"publication_date":"2014-10-09","ids":{"openalex":"https://openalex.org/W1963853506","doi":"https://doi.org/10.1109/tem.2014.2360082","mag":"1963853506"},"language":"en","primary_location":{"id":"doi:10.1109/tem.2014.2360082","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2014.2360082","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086408437","display_name":"Niam Yaraghi","orcid":"https://orcid.org/0000-0003-3497-0251"},"institutions":[{"id":"https://openalex.org/I115283149","display_name":"Brookings Institution","ror":"https://ror.org/04aj4sh46","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I115283149"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Niam Yaraghi","raw_affiliation_strings":["Governance Studies, Brookings Institution, Washington, DC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Governance Studies, Brookings Institution, Washington, DC, USA","institution_ids":["https://openalex.org/I115283149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059802939","display_name":"Pooya Tabesh","orcid":"https://orcid.org/0000-0003-1389-7454"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pooya Tabesh","raw_affiliation_strings":["Department of Management, Bauer College of Business, University of Houston, Houston, TX, USA","[Department of Management, Bauer College of Business, University of Houston, Houston, TX, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management, Bauer College of Business, University of Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]},{"raw_affiliation_string":"[Department of Management, Bauer College of Business, University of Houston, Houston, TX, USA]","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109359393","display_name":"Peiqiu Guan","orcid":null},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peiqiu Guan","raw_affiliation_strings":["Department of Industrial and System Engineering, University at Buffalo, State University of New York, New York, NY, USA","[Department of Industrial and System Engineering, University at Buffalo, State University of New York, New York, NY, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and System Engineering, University at Buffalo, State University of New York, New York, NY, USA","institution_ids":["https://openalex.org/I63190737"]},{"raw_affiliation_string":"[Department of Industrial and System Engineering, University at Buffalo, State University of New York, New York, NY, USA]","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078851714","display_name":"Jun Zhuang","orcid":"https://orcid.org/0000-0003-4830-6570"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jun Zhuang","raw_affiliation_strings":["Department of Industrial and System Engineering, University at Buffalo, State University of New York, New York, NY, USA","[Department of Industrial and System Engineering, University at Buffalo, State University of New York, New York, NY, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and System Engineering, University at Buffalo, State University of New York, New York, NY, USA","institution_ids":["https://openalex.org/I63190737"]},{"raw_affiliation_string":"[Department of Industrial and System Engineering, University at Buffalo, State University of New York, New York, NY, USA]","institution_ids":["https://openalex.org/I63190737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7815,"has_fulltext":false,"cited_by_count":98,"citation_normalized_percentile":{"value":0.92749099,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"62","issue":"1","first_page":"122","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":0.9997000098228455,"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":0.9997000098228455,"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/T12945","display_name":"Quality Function Deployment in Product Design","score":0.9607999920845032,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9387000203132629,"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/analytic-hierarchy-process","display_name":"Analytic hierarchy process","score":0.9279370307922363},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.8061440587043762},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.7741397619247437},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.6650426983833313},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6394472122192383},{"id":"https://openalex.org/keywords/decision-problem","display_name":"Decision problem","score":0.42807018756866455},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.42000287771224976},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4154094457626343},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2834312617778778},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20395857095718384},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.20303559303283691},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16940736770629883},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08864954113960266},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.07879424095153809}],"concepts":[{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.9279370307922363},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.8061440587043762},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.7741397619247437},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.6650426983833313},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6394472122192383},{"id":"https://openalex.org/C115988155","wikidata":"https://www.wikidata.org/wiki/Q3262192","display_name":"Decision problem","level":2,"score":0.42807018756866455},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.42000287771224976},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4154094457626343},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2834312617778778},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20395857095718384},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.20303559303283691},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16940736770629883},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08864954113960266},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.07879424095153809},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tem.2014.2360082","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2014.2360082","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.715.8500","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.715.8500","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.eng.buffalo.edu/%7Ejzhuang/Papers/AHP_IEEE2014.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.8100000023841858,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W188615965","https://openalex.org/W1822004825","https://openalex.org/W1923138770","https://openalex.org/W1964750238","https://openalex.org/W1967278327","https://openalex.org/W1968307125","https://openalex.org/W1977634773","https://openalex.org/W1982917329","https://openalex.org/W1984126224","https://openalex.org/W1986784468","https://openalex.org/W1990325703","https://openalex.org/W1996834223","https://openalex.org/W2001237759","https://openalex.org/W2012232053","https://openalex.org/W2022116781","https://openalex.org/W2023271602","https://openalex.org/W2023700586","https://openalex.org/W2025109647","https://openalex.org/W2034218929","https://openalex.org/W2034839912","https://openalex.org/W2035930716","https://openalex.org/W2036701015","https://openalex.org/W2036977033","https://openalex.org/W2043534247","https://openalex.org/W2044817329","https://openalex.org/W2055892602","https://openalex.org/W2059085573","https://openalex.org/W2059536960","https://openalex.org/W2065181901","https://openalex.org/W2065288720","https://openalex.org/W2065984263","https://openalex.org/W2067880407","https://openalex.org/W2071058583","https://openalex.org/W2078198101","https://openalex.org/W2079912001","https://openalex.org/W2079972543","https://openalex.org/W2080151622","https://openalex.org/W2085316342","https://openalex.org/W2086651600","https://openalex.org/W2088423842","https://openalex.org/W2089909098","https://openalex.org/W2092553756","https://openalex.org/W2093705991","https://openalex.org/W2095425940","https://openalex.org/W2099129101","https://openalex.org/W2109420272","https://openalex.org/W2111719258","https://openalex.org/W2114504150","https://openalex.org/W2124766374","https://openalex.org/W2131462176","https://openalex.org/W2142815889","https://openalex.org/W2143799571","https://openalex.org/W2147723568","https://openalex.org/W2162196693","https://openalex.org/W2287929802","https://openalex.org/W2585206336","https://openalex.org/W3171049164","https://openalex.org/W6607772832","https://openalex.org/W6671951136","https://openalex.org/W6695713887"],"related_works":["https://openalex.org/W2619886288","https://openalex.org/W2410864841","https://openalex.org/W380774767","https://openalex.org/W3134930408","https://openalex.org/W4389396049","https://openalex.org/W1977674833","https://openalex.org/W2395251459","https://openalex.org/W4287965002","https://openalex.org/W2086306358","https://openalex.org/W2028983668"],"abstract_inverted_index":{"Despite":[0],"the":[1,24,48,58,63,81,100,118,141,151,160,165,186,192],"extensive":[2],"application":[3],"of":[4,14,31,60,70,83,102,109,120,131,153,162,169,181,189,208],"Monte":[5],"Carlo":[6],"analytic":[7,26],"hierarchy":[8,27],"process":[9,28],"(MCAHP)":[10],"in":[11,143,167,191],"various":[12],"fields":[13],"decision":[15,194],"making,":[16],"its":[17],"performance":[18,119,152,161],"has":[19],"not":[20,55,156],"been":[21],"compared":[22],"with":[23,104],"classic":[25],"(AHP).":[29],"Both":[30],"these":[32,84,121,209],"methods":[33,86],"are":[34],"heavily":[35],"affected":[36],"by":[37,116],"individual":[38],"or":[39],"group":[40],"preferences":[41],"and":[42,67,128,202],"thus":[43],"provide":[44,203],"subjective":[45],"rankings.":[46,178],"Since":[47],"mere":[49],"difference":[50],"between":[51],"their":[52],"results":[53,82,101,115,135],"does":[54],"necessarily":[56],"warrant":[57],"superiority":[59],"one":[61],"against":[62,124],"other,":[64],"a":[65,76,95,125],"reliable":[66,129],"robust":[68],"ranking":[69,130],"alternatives":[71,123],"should":[72],"be":[73,88],"available":[74],"as":[75,138,140,196,198],"comparison":[77],"basis":[78],"so":[79],"that":[80,137],"two":[85,122],"can":[87],"evaluated.":[89],"In":[90],"this":[91,182],"paper,":[92],"we":[93],"use":[94],"simulation":[96,114,134],"approach":[97],"to":[98,185],"compare":[99],"AHP":[103,154],"MCAHP":[105,174],"under":[106],"different":[107,144,158],"levels":[108],"uncertainty.":[110],"We":[111],"validate":[112],"our":[113],"comparing":[117],"real":[126],"world":[127],"blogs.":[132],"Our":[133],"show":[136],"long":[139],"variation":[142,170],"pairwise":[145],"comparisons":[146],"is":[147,155],"less":[148],"than":[149],"0.24,":[150,173],"statistically":[157],"from":[159],"MCAHP.":[163],"When":[164],"uncertainty":[166],"terms":[168],"grows":[171],"beyond":[172],"provides":[175],"more":[176],"precise":[177],"The":[179],"findings":[180],"research":[183],"add":[184],"current":[187],"body":[188],"knowledge":[190],"multicriteria":[193],"analysis":[195],"well":[197],"Information":[199],"Systems":[200],"literature":[201],"insights":[204],"for":[205],"managerial":[206],"applications":[207],"techniques.":[210]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
