A unique fuzzy multivariate modeling approach for performance optimization of maintenance workshops with cognitive factors

This paper puts forward an integrated fuzzy simulation-fuzzy data envelopment analysis (FDEA)-fuzzy cognitive map (FCM) algorithm for performance optimization of maintenance workshops by incorporating cognitive and time-dependent factors. Due to severe ambiguousness associated with the collected dat...

Celý popis

Uložené v:

Podrobná bibliografia
Vydané v:	International journal of advanced manufacturing technology Ročník 90; číslo 1-4; s. 499 - 525
Hlavní autori:	Azadeh, A., Ghaderi, S. F., Pashapour, S., Keramati, A., Malek, M. Rezaei, Esmizadeh, M.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	London Springer London 01.04.2017 Springer Nature B.V
Predmet:	Algorithms CAE) and Design Cognitive maps Computer simulation Computer-Aided Engineering (CAD Data collection Data envelopment analysis Engineering Fuzzy set theory Fuzzy sets Industrial and Production Engineering Maintenance Mechanical Engineering Media Management Modelling Operations research Optimization Sensitivity analysis Time dependence Workshops Fuzzy simulation Cognitive factors Fuzzy data envelopment analysis (FDEA) Maintenance workshop Fuzzy cognitive map (FCM) Possibilistic programming
ISSN:	0268-3768, 1433-3015
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!

Abstract	This paper puts forward an integrated fuzzy simulation-fuzzy data envelopment analysis (FDEA)-fuzzy cognitive map (FCM) algorithm for performance optimization of maintenance workshops by incorporating cognitive and time-dependent factors. Due to severe ambiguousness associated with the collected data, the fuzzy set theory is incorporated into the approach. Fuzzy computer simulation is employed for modeling the workshop and providing time-dependent factors. FCM is used for extracting relations between cognitive factors. FDEA is used for ranking scenarios based on inputs and outputs of FCM and the developed computer simulation. Moreover, a recent possibilistic programming approach is used to convert the fuzzy DEA model to an equivalent crisp model. The sensitivity analysis show that α = 0.1 is the best α -cut level for interpreting data. The proposed algorithm is capable of modeling and optimizing the performance of maintenance workshops in uncertain and non-linear environments. The solution quality is inspected and shown through an actual maintenance workshop. This is the first study that presents an integrated non-crisp algorithm for performance optimization of maintenance activities with cognitive and time-dependent factors.
AbstractList	This paper puts forward an integrated fuzzy simulation-fuzzy data envelopment analysis (FDEA)-fuzzy cognitive map (FCM) algorithm for performance optimization of maintenance workshops by incorporating cognitive and time-dependent factors. Due to severe ambiguousness associated with the collected data, the fuzzy set theory is incorporated into the approach. Fuzzy computer simulation is employed for modeling the workshop and providing time-dependent factors. FCM is used for extracting relations between cognitive factors. FDEA is used for ranking scenarios based on inputs and outputs of FCM and the developed computer simulation. Moreover, a recent possibilistic programming approach is used to convert the fuzzy DEA model to an equivalent crisp model. The sensitivity analysis show that α = 0.1 is the best α -cut level for interpreting data. The proposed algorithm is capable of modeling and optimizing the performance of maintenance workshops in uncertain and non-linear environments. The solution quality is inspected and shown through an actual maintenance workshop. This is the first study that presents an integrated non-crisp algorithm for performance optimization of maintenance activities with cognitive and time-dependent factors. This paper puts forward an integrated fuzzy simulation-fuzzy data envelopment analysis (FDEA)-fuzzy cognitive map (FCM) algorithm for performance optimization of maintenance workshops by incorporating cognitive and time-dependent factors. Due to severe ambiguousness associated with the collected data, the fuzzy set theory is incorporated into the approach. Fuzzy computer simulation is employed for modeling the workshop and providing time-dependent factors. FCM is used for extracting relations between cognitive factors. FDEA is used for ranking scenarios based on inputs and outputs of FCM and the developed computer simulation. Moreover, a recent possibilistic programming approach is used to convert the fuzzy DEA model to an equivalent crisp model. The sensitivity analysis show that α = 0.1 is the best α-cut level for interpreting data. The proposed algorithm is capable of modeling and optimizing the performance of maintenance workshops in uncertain and non-linear environments. The solution quality is inspected and shown through an actual maintenance workshop. This is the first study that presents an integrated non-crisp algorithm for performance optimization of maintenance activities with cognitive and time-dependent factors.
Author	Keramati, A. Malek, M. Rezaei Esmizadeh, M. Azadeh, A. Ghaderi, S. F. Pashapour, S.
Author_xml	– sequence: 1 givenname: A. surname: Azadeh fullname: Azadeh, A. email: aazadeh@ut.ac.ir, ali@azadeh.com organization: School of Industrial and Systems Engineering, Center of Excellence for Intelligent Experimental Mechanics, and Department of Engineering Optimization Research, College of Engineering, University of Tehran – sequence: 2 givenname: S. F. surname: Ghaderi fullname: Ghaderi, S. F. organization: School of Industrial and Systems Engineering, Center of Excellence for Intelligent Experimental Mechanics, and Department of Engineering Optimization Research, College of Engineering, University of Tehran – sequence: 3 givenname: S. surname: Pashapour fullname: Pashapour, S. organization: School of Industrial and Systems Engineering, Center of Excellence for Intelligent Experimental Mechanics, and Department of Engineering Optimization Research, College of Engineering, University of Tehran – sequence: 4 givenname: A. surname: Keramati fullname: Keramati, A. organization: School of Industrial and Systems Engineering, Center of Excellence for Intelligent Experimental Mechanics, and Department of Engineering Optimization Research, College of Engineering, University of Tehran – sequence: 5 givenname: M. Rezaei surname: Malek fullname: Malek, M. Rezaei organization: School of Industrial and Systems Engineering, Center of Excellence for Intelligent Experimental Mechanics, and Department of Engineering Optimization Research, College of Engineering, University of Tehran – sequence: 6 givenname: M. surname: Esmizadeh fullname: Esmizadeh, M. organization: School of Industrial and Systems Engineering, Center of Excellence for Intelligent Experimental Mechanics, and Department of Engineering Optimization Research, College of Engineering, University of Tehran
BookMark	eNp9kUtPAyEUhYnRxLb6A9yRuB7lMcMwy6bxlTRxo2vCILRoB0ZgtO2vl1oXxsSubsg93z3ce8bg2HmnAbjA6AojVF9HhHCNCoRZ0RDEi_URGOGS0oIiXB2DESKMF7Rm_BSMY3zNaoYZH4HtFA7Ovg8ammG73cBuWCX7IYOVScPOv-iVdQso-z54qZbQ-AB7HXLppFMa-j7Zzm5lst5Bb2AnrUvaffc-fXiLS99H-GnTEiq_cDbPzk5SJR_iGTgxchX1-U-dgOfbm6fZfTF_vHuYTeeFok2dioa2pqlIVcu2Ui01hteN1oxz1XJFyrYssaSYGZ6fFWkZqsrcbdpSI0pNpekEXO7n5h3yojGJVz8Ely0FIYxQRjFHh1SYc8Ix4WinwnuVCj7GoI3og-1k2AiMxC4IsQ9C5PuKXRBinZn6D6Ns-r5YCtKuDpJkT8bs4hY6_PrTv9AXhWaiCw
CitedBy_id	crossref_primary_10_1080_00207543_2021_2002965 crossref_primary_10_1155_2020_1406028 crossref_primary_10_1007_s12351_020_00606_1 crossref_primary_10_1155_2021_8832011 crossref_primary_10_1080_01605682_2025_2476064 crossref_primary_10_1007_s12559_020_09811_8 crossref_primary_10_1007_s12597_025_00968_0
Cites_doi	10.1002/bjs.5544 10.1016/0361-3682(90)90005-F 10.1016/j.ijpe.2009.07.010 10.1080/00207543.2010.539281 10.1007/s00170-004-2430-y 10.1016/j.ejor.2011.05.015 10.1016/j.eswa.2009.06.091 10.1628/093245607781261351 10.1007/s11031-005-9441-3 10.1007/s00170-008-1604-4 10.1016/S0957-4174(01)00054-9 10.1080/10803548.2005.11076650 10.1016/S0957-4174(03)00140-4 10.1108/00483481011045434 10.1016/j.jom.2004.05.005 10.1109/IEMC.2005.1559257 10.1186/1471-2458-13-82 10.1007/s00170-011-3641-7 10.1007/s00170-009-2088-6 10.1080/00207540701486082 10.1016/S0933-3657(02)00076-3 10.1108/02683940110385776 10.1057/palgrave.jors.2601438 10.1007/s00170-006-0793-y 10.1016/S0925-5273(03)00122-1 10.1080/00207727808941724 10.2307/20159566 10.1016/j.socscimed.2009.03.007 10.1002/j.2161-1920.2011.tb00115.x 10.1001/jama.294.9.1088 10.1109/ICISE.2010.5691181 10.1109/ICEE.2010.255 10.1109/ICEBEG.2011.5882715 10.1016/j.omega.2003.11.001 10.1016/j.amc.2006.06.110 10.1016/S0305-0483(99)00069-9 10.1109/ICBMEI.2011.5920430 10.1007/s00170-014-5779-6 10.1111/j.1464-0597.2006.00253.x 10.1016/j.ins.2004.12.001 10.1016/j.amc.2006.06.063 10.1002/hfm.20257 10.1007/s00170-015-7986-1 10.1287/mnsc.39.10.1261 10.1016/0165-0114(92)90062-9 10.1080/00207729208949248 10.1016/S0377-2217(02)00251-5 10.1016/j.ejor.2005.10.002 10.1016/S0377-2217(97)84108-2 10.1109/ICEE.2010.771 10.1007/s00170-006-0836-4 10.1007/s001700300063 10.1016/j.ins.2003.09.014 10.1007/s00170-009-2380-5 10.1016/S0377-2217(03)00022-5 10.1080/07420520902929029 10.1364/AO.26.004947 10.1097/NAQ.0b013e3181c95eb5 10.1109/ICMSS.2010.5578143 10.1109/ISBEIA.2011.6088836 10.4236/chnstd.2014.31003 10.9790/487X-0620915 10.1109/ICMIT.2012.6225863 10.1111/j.1468-2370.2009.00270.x 10.1109/MSIE.2011.5707689 10.1007/s00170-010-2741-0 10.1057/palgrave.jors.2601483 10.1108/13660750610665008
ContentType	Journal Article
Copyright	Springer-Verlag London 2016 Copyright Springer Science & Business Media 2017 The International Journal of Advanced Manufacturing Technology is a copyright of Springer, (2016). All Rights Reserved.
Copyright_xml	– notice: Springer-Verlag London 2016 – notice: Copyright Springer Science & Business Media 2017 – notice: The International Journal of Advanced Manufacturing Technology is a copyright of Springer, (2016). All Rights Reserved.
DBID	AAYXX CITATION 8FE 8FG ABJCF AFKRA BENPR BGLVJ CCPQU DWQXO HCIFZ L6V M7S PHGZM PHGZT PKEHL PQEST PQGLB PQQKQ PQUKI PRINS PTHSS
DOI	10.1007/s00170-016-9208-x
DatabaseName	CrossRef ProQuest SciTech Collection ProQuest Technology Collection Materials Science & Engineering Collection ProQuest Central UK/Ireland ProQuest Central Technology collection ProQuest One Community College ProQuest Central SciTech Premium Collection ProQuest Engineering Collection Engineering Database ProQuest Central Premium ProQuest One Academic ProQuest One Academic Middle East (New) ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Applied & Life Sciences ProQuest One Academic (retired) ProQuest One Academic UKI Edition ProQuest Central China Engineering collection
DatabaseTitle	CrossRef Engineering Database Technology Collection ProQuest One Academic Middle East (New) ProQuest One Academic Eastern Edition SciTech Premium Collection ProQuest One Community College ProQuest Technology Collection ProQuest SciTech Collection ProQuest Central China ProQuest Central ProQuest One Applied & Life Sciences ProQuest Engineering Collection ProQuest One Academic UKI Edition ProQuest Central Korea Materials Science & Engineering Collection ProQuest One Academic ProQuest Central (New) Engineering Collection ProQuest One Academic (New)
DatabaseTitleList	Engineering Database
Database_xml	– sequence: 1 dbid: BENPR name: ProQuest Central url: https://www.proquest.com/central sourceTypes: Aggregation Database
DeliveryMethod	fulltext_linktorsrc
Discipline	Engineering
EISSN	1433-3015
EndPage	525
ExternalDocumentID	10_1007_s00170_016_9208_x
GrantInformation_xml	– fundername: University of Tehran grantid: 8106013/1/20 funderid: http://dx.doi.org/10.13039/501100004481
GroupedDBID	-5B -5G -BR -EM -XW -XX -Y2 -~C .86 .VR 06D 0R~ 0VY 123 1N0 1SB 203 28- 29J 29~ 2J2 2JN 2JY 2KG 2KM 2LR 2P1 2VQ 2~H 30V 4.4 406 408 409 40D 40E 5GY 5QI 5VS 67Z 6NX 8FE 8FG 8TC 8UJ 95- 95. 95~ 96X 9M8 AAAVM AABHQ AACDK AAHNG AAIAL AAJBT AAJKR AANZL AARHV AARTL AASML AATNV AATVU AAUYE AAWCG AAYIU AAYQN AAYTO AAYZH ABAKF ABBBX ABBXA ABDBF ABDZT ABECU ABFTD ABFTV ABHQN ABJCF ABJNI ABJOX ABKCH ABKTR ABMNI ABMQK ABNWP ABQBU ABQSL ABSXP ABTAH ABTEG ABTHY ABTKH ABTMW ABULA ABWNU ABXPI ACAOD ACBXY ACDTI ACGFS ACHSB ACHXU ACIWK ACKNC ACMDZ ACMLO ACOKC ACOMO ACPIV ACUHS ACZOJ ADHHG ADHIR ADINQ ADKNI ADKPE ADMLS ADQRH ADRFC ADTPH ADURQ ADYFF ADZKW AEBTG AEFIE AEFQL AEGAL AEGNC AEJHL AEJRE AEKMD AEMSY AENEX AEOHA AEPYU AESKC AETLH AEVLU AEXYK AFBBN AFEXP AFGCZ AFKRA AFLOW AFQWF AFWTZ AFZKB AGAYW AGDGC AGGDS AGJBK AGMZJ AGQEE AGQMX AGRTI AGWIL AGWZB AGYKE AHAVH AHBYD AHSBF AHYZX AIAKS AIGIU AIIXL AILAN AITGF AJBLW AJRNO AJZVZ ALMA_UNASSIGNED_HOLDINGS ALWAN AMKLP AMXSW AMYLF AMYQR AOCGG ARCEE ARMRJ ASPBG AVWKF AXYYD AYJHY AZFZN B-. B0M BA0 BBWZM BDATZ BENPR BGLVJ BGNMA BSONS CAG CCPQU COF CS3 CSCUP DDRTE DL5 DNIVK DPUIP DU5 EAD EAP EAS EBLON EBS EIOEI EJD EMK EPL ESBYG ESX FEDTE FERAY FFXSO FIGPU FINBP FNLPD FRRFC FSGXE FWDCC GGCAI GGRSB GJIRD GNWQR GQ6 GQ7 GQ8 GXS H13 HCIFZ HF~ HG5 HG6 HMJXF HQYDN HRMNR HVGLF HZ~ I-F I09 IHE IJ- IKXTQ ITM IWAJR IXC IZIGR IZQ I~X I~Z J-C J0Z JBSCW JCJTX JZLTJ KDC KOV KOW L6V LAS LLZTM M4Y M7S MA- ML~ N2Q N9A NB0 NDZJH NPVJJ NQJWS NU0 O9- O93 O9G O9I O9J OAM P19 P9P PF0 PT4 PT5 PTHSS QOK QOS R4E R89 R9I RHV RIG RNI RNS ROL RPX RSV RZK S16 S1Z S26 S27 S28 S3B SAP SCLPG SCV SDH SDM SEG SHX SISQX SJYHP SNE SNPRN SNX SOHCF SOJ SPISZ SRMVM SSLCW STPWE SZN T13 T16 TN5 TSG TSK TSV TUC TUS U2A UG4 UOJIU UTJUX UZXMN VC2 VFIZW W23 W48 WK8 YLTOR Z45 Z5O Z7R Z7S Z7V Z7W Z7X Z7Y Z7Z Z81 Z83 Z85 Z86 Z88 Z8M Z8N Z8P Z8Q Z8R Z8S Z8T Z8U Z8V Z8W Z8Z Z92 ZMTXR ZY4 _50 ~8M ~A9 ~EX AAPKM AAYXX ABBRH ABDBE ABFSG ABRTQ ACSTC ADHKG AEZWR AFDZB AFFHD AFHIU AFOHR AGQPQ AHPBZ AHWEU AIXLP ATHPR AYFIA CITATION PHGZM PHGZT PQGLB DWQXO PKEHL PQEST PQQKQ PQUKI PRINS
ID	FETCH-LOGICAL-c397t-93bf95257ab5cb3ff879ee688cb8c24b441a316f8b8c52b6054e689b4e033f5e3
IEDL.DBID	RSV
ISICitedReferencesCount	9
ISICitedReferencesURI	http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000398997800045&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN	0268-3768
IngestDate	Tue Nov 04 23:12:56 EST 2025 Tue Nov 04 16:58:46 EST 2025 Sat Nov 29 07:48:36 EST 2025 Tue Nov 18 21:11:09 EST 2025 Fri Feb 21 02:35:18 EST 2025
IsPeerReviewed	true
IsScholarly	true
Issue	1-4
Keywords	Fuzzy simulation Cognitive factors Fuzzy data envelopment analysis (FDEA) Maintenance workshop Fuzzy cognitive map (FCM) Possibilistic programming
Language	English
LinkModel	DirectLink
MergedId	FETCHMERGED-LOGICAL-c397t-93bf95257ab5cb3ff879ee688cb8c24b441a316f8b8c52b6054e689b4e033f5e3
Notes	ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14
PQID	2262363180
PQPubID	2044010
PageCount	27
ParticipantIDs	proquest_journals_2262363180 proquest_journals_1882812800 crossref_primary_10_1007_s00170_016_9208_x crossref_citationtrail_10_1007_s00170_016_9208_x springer_journals_10_1007_s00170_016_9208_x
PublicationCentury	2000
PublicationDate	2017-04-01
PublicationDateYYYYMMDD	2017-04-01
PublicationDate_xml	– month: 04 year: 2017 text: 2017-04-01 day: 01
PublicationDecade	2010
PublicationPlace	London
PublicationPlace_xml	– name: London – name: Heidelberg
PublicationTitle	International journal of advanced manufacturing technology
PublicationTitleAbbrev	Int J Adv Manuf Technol
PublicationYear	2017
Publisher	Springer London Springer Nature B.V
Publisher_xml	– name: Springer London – name: Springer Nature B.V
References	BrittTWThe effects of identity-relevance and task difficulty on task motivation, stress, and performanceMotivation and Emotion200529318920110.1007/s11031-005-9441-3 AndersenPPetersenNCA procedure for ranking efficient units in data envelopment analysisManag Sci199339101261126410.1287/mnsc.39.10.12610800.90096 ChenYRanking efficient units in DEAOmega200432321321910.1016/j.omega.2003.11.001 PerrewéPLZellarsKLFerrisGRRossiAMKacmarCJRalstonDANeutralizing Job stressors: political skill as an antidote to the dysfunctional consequences of role conflictAcad Manag J200447114115210.2307/20159566 Weijing C & Hongchun Y (2011) Analysis of the predictive indicators of knowledge workers’ job burnout: a perspective of organization. In Management Science and Industrial Engineering (MSIE), 2011 International Conference on (pp. 171–173). IEEE FletcherSRBainesTSHarrisonDKAn investigation of production workers’ performance variations and the potential impact of attitudesInt J Adv Manuf Technol20083511-121113112310.1007/s00170-006-0793-y TarrantTSaboC‘Role conflict, role ambiguity, and job satisfaction in nurse executivesNurs Adm Q2010341728210.1097/NAQ.0b013e3181c95eb5 AyoughAZandiehMFarsijaniHGA and ICA approaches to job rotation scheduling problem: considering employee’s boredomThe International Journal of Advanced Manufacturing Technology2012605-865166610.1007/s00170-011-3641-7 FisherCDHappiness at workInt J Manag Rev201012438441210.1111/j.1468-2370.2009.00270.x Abdullah DNMA & Yuen FC (2011) The impact of job burnout towards job performance among nurses: In Business, Engineering and Industrial Applications (ISBEIA), 2011 I.E. Symposium on (pp. 351-356). IEEE Rahim MA (2010) Managing conflict in organizations, Transaction Pub AzadehAMoghaddamMAsadzadehSMNegahbanAAn integrated fuzzy simulation-fuzzy data envelopment analysis algorithm for job-shop layout optimization: the case of injection process with ambiguous dataEur J Oper Res20112143768779282019710.1016/j.ejor.2011.05.0151219.90055 ChunmeiLCombination study of fuzzy cognitive mapInt J Energy Environ2007126569 Chen JK (2006) The influence of employee participation in decision making on the job satisfaction and job performances-an empirical study of steel corporation GrundCSliwkaDReference-dependent preferences and the impact of wage increases on job satisfaction: theory and evidenceJ Inst Theor Econ JITE2007163231333510.1628/093245607781261351 Tanabian MM, and ZahirAzami B 2005 Building high-performance team through effective job design for an early stage software start-up. In Proceedings. 2005 I.E. International Engineering Management Conference. 2:789–792. IEEE AzadehAAnvariMZiaeiBSadeghiK‘An integrated fuzzy DEA–fuzzy C-means–simulation for optimization of operator allocation in cellular manufacturing systemsInt J Adv Manuf Technol201046136137510.1007/s00170-009-2088-6 AziziNZolfaghariSLiangMModeling job rotation in manufacturing systems: The study of employee’s boredom and skill variationsInt J Prod Econ20091231698510.1016/j.ijpe.2009.07.010 HongDHHwangCExtended fuzzy regression models using regularization methodInf Sci20041641-43146207656910.1016/j.ins.2003.09.0141094.62516 Wei G, & Yang L (2011) Notice of retraction the empirical research on the relationship between employees job stress and performance in public transportation group. In E-Business and E-Government (ICEE), 2011 International Conference on (pp. 1–4). IEEE BarneyCEEliasSMFlex-time as a moderator of the job stress-work motivation relationship: a three nation investigationPers Rev201039448750210.1108/00483481011045434 SeifordLMZhuJInfeasibility of super-efficiency data envelopment analysis modelsInfor-Inf Syst Oper Res1999372174187 KuikRTielemansPFExpected time in system analysis of a single-machine multi-item processing centerEur J Oper Res2004156228730410.1016/S0377-2217(03)00022-51056.90046 ChowdhuryMSEnhancing motivation and work performance of the salespeople: the impact of supervisors’ behaviorAfr J Bus Manag200719238243 Tone K (2002) A strange case of the cost and allocative efficiencies in DEA. J Oper Res Soc 1225–1231 Wang Y-M, Luo Y, Liang L (2009) Fuzzy data envelopment analysis based upon fuzzy arithmetic with an application to performance assessment of manufacturing enterprises. Expert Syst Appl 36(3):5205–5211 Shen Y (2005) A meta-analysis of role ambiguity and role conflict on IS professional job satisfaction. In System Sciences, 2005, HICSS’05. Proceedings of the 38th Annual Hawaii International Conference on (pp. 263b–263b), IEEE KhodabakhshiMA super-efficiency model based on improved outputs in data envelopment analysisAppl Math Comput2007184269570322949341149.90077 XirogiannisGStefanouJGlykasMA fuzzy cognitive map approach to support urban designExpert Syst Appl200426225726810.1016/S0957-4174(03)00140-4 FletcherKEUnderwoodWDavisSQMangrulkarRSMcMahonLFSaintSEffects of work hour reduction on residents livesJ Am Med Assoc200529491088110010.1001/jama.294.9.1088 FriedmanLSinuany-SternZScaling units via the canonical correlation analysis in the DEA contextEur J Oper Res1997100362963710.1016/S0377-2217(97)84108-20918.90003 OzturkogluYBulfinRLScheduling jobs to consider physiological factorsHum Factors Ergon Manuf Serv Ind201222211312010.1002/hfm.20257 DevNKShankarRDebnathRMSupply chain efficiency: a simulation cum DEA approachInt J Adv Manuf Technol2014729-121537154910.1007/s00170-014-5779-6 AzadehAAsadzadehSMBukhariAIzadbakhshHRAn integrated fuzzy DEA algorithm for efficiency assessment and optimization of wireless communication sectors with ambiguous dataInt J Adv Manuf Technol2011525-880581910.1007/s00170-010-2741-0 JithavechIKrishnanKKA simulation-based approach for risk assessment of facility layout designs under stochastic product demandsInt J Adv Manuf Technol2010491274010.1007/s00170-009-2380-5 Miao RT (2010) Perceived organizational support and job satisfaction on employee performance in Chinese SOE settings. In E-Business and E-Government (ICEE), 2010 International Conference on (pp. 987–990). IEEE ChanFTPerformance measurement in a supply chainInt J Adv Manuf Technol200321753454810.1007/s001700300063 AzadehANegahbanAMoghaddamMA hybrid computer simulation-artificial neural network algorithm for optimisation of dispatching rule selection in stochastic job shop scheduling problemsInt J Prod Res2012501255156610.1080/00207543.2010.539281 Metzner RJ, Fischer FM & Nogueira DP (2008) Comparison of fatigue and workability among textile workers of companies in different stages of corporate social responsibility in the state of São Paulo, Brazil. Saúde e Sociedade 17(4) SchickAGGordonLAHakaSInformation overload: a temporal approachAcc Organ Soc199015319922010.1016/0361-3682(90)90005-F Wei Y, & Yan Z (2010) Notice of retraction study on the influence of job pressure on staff’s performance in service industry-taking emotional labor and job burnout as intermediaries. In: E-Business and E-Government (ICEE), 2010 International Conference on (pp. 3058–3061). IEEE JoinerTA‘The influence of national culture and organizational culture alignment on job stress and performance: evidence from GreeceJ Manag Psychol200116322924210.1108/02683940110385776 HassanIWeyerPMaschuwKDickBGerdeBRothmundMZielkeANegative stress-coping strategies among novices in surgery correlate with poor virtual laparoscopic performanceBr J Surg Soc Ltd200693121554155910.1002/bjs.5544 Weng W, Su J, Chen G & Wang Z (2010) An approach for allocation optimization of multi-project human resource based on DEA. In: Management and Service Science (MASS), 2010 International Conference on. IEEE 1–4 AktarSSachuMKAliMEThe impact of rewards on employee performance in commercial banks of Bangladesh: an empirical studyIOSR J Bus Manag20126291510.9790/487X-0620915 Shadkam E, & Bijari M (2015) Multi-objective simulation optimization for selection and determination of order quantity in supplier selection problem under uncertainty and quality criteria. Int J Adv Manuf Technol 1–13 WangJJinHLiangHCAnalysis on efficiency of China commercial banks—based on SE-DEA and Malmquist Index [J]Technoecon Manag Res20114029 Nie T & Zhang L (2011) Notice of retraction the impact of job characteristics on job burnout and work performance of young employees. In Business Management and Electronic Information (BMEI), 2011 International Conference on (Vol. 3, pp. 209–212). IEEE Zhang L, & Nie T (2010) The empirical study on the relation between internal motivators and job performance of knowledge workers. In The 2nd International Conference on Information Science and Engineering, (pp. 1–4). IEEE PseekosACYowellEBDahlenERExamining Holland’s person—environment fit, workplace aggression, interpersonal conflict, and job satisfactionJ Employ Couns2011142637110.1002/j.2161-1920.2011.tb00115.x DuboisDPradeHOperations on fuzzy numbersInt J Syst Sci19789661362649119910.1080/002077278089417240383.94045 JiménezMArenasMBilbaoAVictoria Rodrı´guesMLinear programming with fuzzy parameters: An interactive method resolutionEur J Oper Res2007177315991609227141110.1016/j.ejor.2005.10.0021102.90345 GyekyeSAWorkers perceptions of workplace safety and job satisfactionInt J Occup Saf Ergon (JOSE)200511329130210.1080/10803548.2005.11076650 ZadehLAFrom computing with numbers to computing with words from manipulation of measurements to manipulation of perceptionsCirc Syst I: Fund Theor Appl IEEE Trans199946110511916832300954.68513 LiSJahanshahlooGKhodabakhshiMA super-efficiency model for ranking efficient units in data envelopment analysisAppl Math Comput2007184263864822948781149.90079 StanisławHThe expected value of a fuzzy numberFuzzy Sets Syst19924718186117000310.1016/0165-0114(92)90062-90755.60004 Banker RD & Chang H (2000) ‘Evaluating the superefficiency procedure in data envelopment analysis for outlier identification and for ranking efficient units’: School of Management, the University of Texas at Dallas, Richardson, TX. 75083–70688 RadAMMYarmohammadianMHA study of relationship between managers’ leadership style and employees’ job satisfactionL 9208_CR1 FT Chan (9208_CR16) 2003; 21 9208_CR83 T Sueyoshi (9208_CR68) 2000; 28 9208_CR85 A Azadeh (9208_CR10) 2011; 214 9208_CR80 A Ayough (9208_CR7) 2012; 60 9208_CR6 NK Dev (9208_CR24) 2014; 72 MS Chowdhury (9208_CR22) 2007; 1 P Andersen (9208_CR3) 1993; 39 Y-C Lin (9208_CR49) 2009; 26 KE Fletcher (9208_CR30) 2005; 294 V Georgopoulos (9208_CR33) 2003; 29 I Jithavech (9208_CR41) 2010; 49 Y Ozturkoglu (9208_CR54) 2012; 22 YR Shiue (9208_CR66) 2006; 28 TW Britt (9208_CR15) 2005; 29 N Azizi (9208_CR12) 2009; 123 9208_CR13 CD Fisher (9208_CR29) 2010; 12 C Lovell (9208_CR50) 2003; 54 9208_CR51 9208_CR52 9208_CR53 S Aktar (9208_CR2) 2012; 6 CIR Chandler (9208_CR17) 2009; 68 IS Jang (9208_CR39) 2011; 20 KC Lee (9208_CR47) 2002; 22 PL Perrewé (9208_CR56) 2004; 47 I Hassan (9208_CR36) 2006; 93 B Tessem (9208_CR71) 2007 9208_CR18 LA Zadeh (9208_CR84) 1999; 46 DH Hong (9208_CR37) 2004; 164 LM Seiford (9208_CR63) 1999; 37 A Pritsker (9208_CR57) 1986 9208_CR65 A Charnes (9208_CR19) 1992; 23 A Azadeh (9208_CR11) 2012; 50 S Li (9208_CR48) 2007; 184 CE Barney (9208_CR14) 2010; 39 M Arakawa (9208_CR5) 2003; 85 9208_CR20 9208_CR64 V Vinod (9208_CR73) 2008; 36 M Jiménez (9208_CR40) 2007; 177 9208_CR60 H Stanisław (9208_CR67) 1992; 47 AC Pseekos (9208_CR58) 2011; 14 A Azadeh (9208_CR8) 2010; 46 V Vinod (9208_CR74) 2009; 47 B Kosko (9208_CR45) 1987; 26 M Pagell (9208_CR55) 2004; 22 D Dubois (9208_CR25) 1978; 9 9208_CR69 9208_CR26 L Chunmei (9208_CR23) 2007; 1 9208_CR27 9208_CR28 J Wang (9208_CR76) 2011; 4 9208_CR77 9208_CR78 9208_CR79 9208_CR72 AG Schick (9208_CR62) 1990; 15 A Azadeh (9208_CR9) 2011; 52 SR Fletcher (9208_CR31) 2008; 35 9208_CR75 F Anseel (9208_CR4) 2007; 56 AMM Rad (9208_CR59) 2006; 19 L Friedman (9208_CR32) 1997; 100 R Kuik (9208_CR46) 2004; 156 M Khodabakhshi (9208_CR44) 2010; 37 T Tarrant (9208_CR70) 2010; 34 YG Sandanayake (9208_CR61) 2009; 42 Y Chen (9208_CR21) 2004; 32 TA Joiner (9208_CR42) 2001; 16 G Xirogiannis (9208_CR81) 2004; 26 C Grund (9208_CR34) 2007; 163 T Yang (9208_CR82) 2003; 147 SA Gyekye (9208_CR35) 2005; 11 9208_CR38 M Khodabakhshi (9208_CR43) 2007; 184
References_xml	– reference: Weijing C & Hongchun Y (2011) Analysis of the predictive indicators of knowledge workers’ job burnout: a perspective of organization. In Management Science and Industrial Engineering (MSIE), 2011 International Conference on (pp. 171–173). IEEE – reference: ArakawaMFuyukiMInoueIAn optimization-oriented method for simulation-based job shop scheduling incorporating capacity adjustment functionInt J Prod Econ200385335936910.1016/S0925-5273(03)00122-1 – reference: Weng W, Su J, Chen G & Wang Z (2010) An approach for allocation optimization of multi-project human resource based on DEA. In: Management and Service Science (MASS), 2010 International Conference on. IEEE 1–4 – reference: JiménezMArenasMBilbaoAVictoria Rodrı´guesMLinear programming with fuzzy parameters: An interactive method resolutionEur J Oper Res2007177315991609227141110.1016/j.ejor.2005.10.0021102.90345 – reference: RadAMMYarmohammadianMHA study of relationship between managers’ leadership style and employees’ job satisfactionLeadersh Health Serv2006192112810.1108/13660750610665008 – reference: SandanayakeYGOduozaCFDynamic simulation for performance optimization in just-in-time-enabled manufacturing processesInt J Adv Manuf Technol2009423-437238010.1007/s00170-008-1604-4 – reference: AzadehAAsadzadehSMBukhariAIzadbakhshHRAn integrated fuzzy DEA algorithm for efficiency assessment and optimization of wireless communication sectors with ambiguous dataInt J Adv Manuf Technol2011525-880581910.1007/s00170-010-2741-0 – reference: AzadehAMoghaddamMAsadzadehSMNegahbanAAn integrated fuzzy simulation-fuzzy data envelopment analysis algorithm for job-shop layout optimization: the case of injection process with ambiguous dataEur J Oper Res20112143768779282019710.1016/j.ejor.2011.05.0151219.90055 – reference: Chen JK (2006) The influence of employee participation in decision making on the job satisfaction and job performances-an empirical study of steel corporation – reference: ChanFTPerformance measurement in a supply chainInt J Adv Manuf Technol200321753454810.1007/s001700300063 – reference: Charnes A, Cooper WW and Rhodes E (1978) A data envelopment analysis approach to evaluation of the program follow through experiment in US public school education (no. MSRR-432). CARNEGIE-MELLON UNIV PITTSBURGH PA MANAGEMENT SCIENCES RESEARCH GROUP – reference: ChenYRanking efficient units in DEAOmega200432321321910.1016/j.omega.2003.11.001 – reference: HassanIWeyerPMaschuwKDickBGerdeBRothmundMZielkeANegative stress-coping strategies among novices in surgery correlate with poor virtual laparoscopic performanceBr J Surg Soc Ltd200693121554155910.1002/bjs.5544 – reference: LinY-CHsiaoT-JChenP-CPersistent rotating shift-work exposure accelerates development of metabolic syndrome among middle-aged female employees: a five-year follow-upChronobiol Int200926474075510.1080/07420520902929029 – reference: ChowdhuryMSEnhancing motivation and work performance of the salespeople: the impact of supervisors’ behaviorAfr J Bus Manag200719238243 – reference: KoskoBAdaptive bidirectional associative memoriesAppl Opt198726234947496010.1364/AO.26.004947 – reference: Aslam, R., Shumaila, S., Sadaqat, S., Bilal, H. & Intizar, M. Year. Organizational justice as a predictor of job satisfaction among teachers—a case study on University of the Punjab. In: Proceedings of 2nd International Conference on Business Management, March 28-29 2012 – reference: DevNKShankarRDebnathRMSupply chain efficiency: a simulation cum DEA approachInt J Adv Manuf Technol2014729-121537154910.1007/s00170-014-5779-6 – reference: JoinerTA‘The influence of national culture and organizational culture alignment on job stress and performance: evidence from GreeceJ Manag Psychol200116322924210.1108/02683940110385776 – reference: Yongkang Z, Weixi Z, Yalin H, Yipeng X, Liu T (2014) The relationship among role conflict, role ambiguity, role overload and job stress of Chinese middle-level cadres. Chinese Studies 3(1):8 – reference: AktarSSachuMKAliMEThe impact of rewards on employee performance in commercial banks of Bangladesh: an empirical studyIOSR J Bus Manag20126291510.9790/487X-0620915 – reference: KhodabakhshiMA super-efficiency model based on improved outputs in data envelopment analysisAppl Math Comput2007184269570322949341149.90077 – reference: ChandlerCIRChonyaSMteiFReyburnHWhittyCJMMotivation, money and respect: A mixed-method study of Tanzanian non-physician cliniciansSoc Sci Med200968112078208810.1016/j.socscimed.2009.03.007 – reference: LovellCRouseA‘Equivalent standard DEA models to provide super-efficiency scoresJ Oper Res Soc200354110110810.1057/palgrave.jors.26014831088.90519 – reference: WangJJinHLiangHCAnalysis on efficiency of China commercial banks—based on SE-DEA and Malmquist Index [J]Technoecon Manag Res20114029 – reference: Hsu CC & Shih HA (2012) Stressor, social exchange relationship, and job performance: In Management of Innovation and Technology (ICMIT), 2012 I.E. International Conference on (pp. 538-543). IEEE – reference: Fink G (2009) Stress consequences: mental, neuropsychological and socioeconomic. Academic Press – reference: FriedmanLSinuany-SternZScaling units via the canonical correlation analysis in the DEA contextEur J Oper Res1997100362963710.1016/S0377-2217(97)84108-20918.90003 – reference: Wei Y, & Yan Z (2010) Notice of retraction study on the influence of job pressure on staff’s performance in service industry-taking emotional labor and job burnout as intermediaries. In: E-Business and E-Government (ICEE), 2010 International Conference on (pp. 3058–3061). IEEE – reference: TarrantTSaboC‘Role conflict, role ambiguity, and job satisfaction in nurse executivesNurs Adm Q2010341728210.1097/NAQ.0b013e3181c95eb5 – reference: TessemBMaurerFJob satisfaction and motivation in a large agile team2007Berlin HeidelbergSpringer5461 – reference: HongDHHwangCExtended fuzzy regression models using regularization methodInf Sci20041641-43146207656910.1016/j.ins.2003.09.0141094.62516 – reference: LiSJahanshahlooGKhodabakhshiMA super-efficiency model for ranking efficient units in data envelopment analysisAppl Math Comput2007184263864822948781149.90079 – reference: Rahim MA (2010) Managing conflict in organizations, Transaction Pub – reference: GrundCSliwkaDReference-dependent preferences and the impact of wage increases on job satisfaction: theory and evidenceJ Inst Theor Econ JITE2007163231333510.1628/093245607781261351 – reference: StanisławHThe expected value of a fuzzy numberFuzzy Sets Syst19924718186117000310.1016/0165-0114(92)90062-90755.60004 – reference: AndersenPPetersenNCA procedure for ranking efficient units in data envelopment analysisManag Sci199339101261126410.1287/mnsc.39.10.12610800.90096 – reference: SchickAGGordonLAHakaSInformation overload: a temporal approachAcc Organ Soc199015319922010.1016/0361-3682(90)90005-F – reference: Wei G, & Yang L (2011) Notice of retraction the empirical research on the relationship between employees job stress and performance in public transportation group. In E-Business and E-Government (ICEE), 2011 International Conference on (pp. 1–4). IEEE – reference: BarneyCEEliasSMFlex-time as a moderator of the job stress-work motivation relationship: a three nation investigationPers Rev201039448750210.1108/00483481011045434 – reference: AzadehAAnvariMZiaeiBSadeghiK‘An integrated fuzzy DEA–fuzzy C-means–simulation for optimization of operator allocation in cellular manufacturing systemsInt J Adv Manuf Technol201046136137510.1007/s00170-009-2088-6 – reference: Wang Y-M, Luo Y, Liang L (2009) Fuzzy data envelopment analysis based upon fuzzy arithmetic with an application to performance assessment of manufacturing enterprises. Expert Syst Appl 36(3):5205–5211 – reference: ZadehLAFrom computing with numbers to computing with words from manipulation of measurements to manipulation of perceptionsCirc Syst I: Fund Theor Appl IEEE Trans199946110511916832300954.68513 – reference: LeeKCKimJSChungNHKwonSJFuzzy cognitive map approach to web-mining inference amplificationExpert Syst Appl200222319721110.1016/S0957-4174(01)00054-9 – reference: Metzner RJ, Fischer FM & Nogueira DP (2008) Comparison of fatigue and workability among textile workers of companies in different stages of corporate social responsibility in the state of São Paulo, Brazil. Saúde e Sociedade 17(4) – reference: GyekyeSAWorkers perceptions of workplace safety and job satisfactionInt J Occup Saf Ergon (JOSE)200511329130210.1080/10803548.2005.11076650 – reference: XirogiannisGStefanouJGlykasMA fuzzy cognitive map approach to support urban designExpert Syst Appl200426225726810.1016/S0957-4174(03)00140-4 – reference: Shen Y (2005) A meta-analysis of role ambiguity and role conflict on IS professional job satisfaction. In System Sciences, 2005, HICSS’05. Proceedings of the 38th Annual Hawaii International Conference on (pp. 263b–263b), IEEE – reference: Nie T & Zhang L (2011) Notice of retraction the impact of job characteristics on job burnout and work performance of young employees. In Business Management and Electronic Information (BMEI), 2011 International Conference on (Vol. 3, pp. 209–212). IEEE – reference: CharnesAHaagSJaskaPSempleJSensitivity of efficiency classifications in the additive model of data envelopment analysisInt J Syst Sci1992235789798116285310.1080/002077292089492480749.90002 – reference: OzturkogluYBulfinRLScheduling jobs to consider physiological factorsHum Factors Ergon Manuf Serv Ind201222211312010.1002/hfm.20257 – reference: PseekosACYowellEBDahlenERExamining Holland’s person—environment fit, workplace aggression, interpersonal conflict, and job satisfactionJ Employ Couns2011142637110.1002/j.2161-1920.2011.tb00115.x – reference: FletcherSRBainesTSHarrisonDKAn investigation of production workers’ performance variations and the potential impact of attitudesInt J Adv Manuf Technol20083511-121113112310.1007/s00170-006-0793-y – reference: ShiueYRGuhRSThe optimization of attribute selection in decision tree-based production control systemsInt J Adv Manuf Technol2006287-873774610.1007/s00170-004-2430-y – reference: Abdullah DNMA & Yuen FC (2011) The impact of job burnout towards job performance among nurses: In Business, Engineering and Industrial Applications (ISBEIA), 2011 I.E. Symposium on (pp. 351-356). IEEE – reference: PagellMMelnykSAAssessing the impact of alternative manufacturing layouts in a service settingJ Oper Manag200422441342910.1016/j.jom.2004.05.005 – reference: Shadkam E, & Bijari M (2015) Multi-objective simulation optimization for selection and determination of order quantity in supplier selection problem under uncertainty and quality criteria. Int J Adv Manuf Technol 1–13 – reference: PerrewéPLZellarsKLFerrisGRRossiAMKacmarCJRalstonDANeutralizing Job stressors: political skill as an antidote to the dysfunctional consequences of role conflictAcad Manag J200447114115210.2307/20159566 – reference: PritskerAIntoduction to simulation & SIMII1986New YorkJohn Wiley – reference: AnseelFLievensFThe long-term impact of the feedback environment on job satisfaction: a field study in a Belgian contextAppl Psychol200756225426610.1111/j.1464-0597.2006.00253.x – reference: Tone K (2002) A strange case of the cost and allocative efficiencies in DEA. J Oper Res Soc 1225–1231 – reference: SueyoshiTStochastic DEA for restructure strategy: an application to a Japanese petroleum companyOmega200028438539810.1016/S0305-0483(99)00069-9 – reference: JangISParkSA comparative study on nurses’ organizational culture and job satisfaction according to the hospital size differencesKoreaMed Serv2011201113 – reference: DuboisDPradeHOperations on fuzzy numbersInt J Syst Sci19789661362649119910.1080/002077278089417240383.94045 – reference: SeifordLMZhuJInfeasibility of super-efficiency data envelopment analysis modelsInfor-Inf Syst Oper Res1999372174187 – reference: YangTKuoC‘A hierarchical AHP/DEA methodology for the facilities layout design problemEur J Oper Res2003147112813610.1016/S0377-2217(02)00251-51011.90025 – reference: VinodVSridharanRSimulation-based metamodels for scheduling a dynamic job shop with sequence-dependent setup timesInt J Prod Res20094761425144710.1080/002075407014860821158.90357 – reference: Finney C, Stergiopoulos E, Hensel J, Bonato S, Dewa CS (2013) Organizational stressors associated with job stress and burnout in correctional officers. a systematic review: BMC Public Health 13(1):1 – reference: KuikRTielemansPFExpected time in system analysis of a single-machine multi-item processing centerEur J Oper Res2004156228730410.1016/S0377-2217(03)00022-51056.90046 – reference: Banker RD & Chang H (2000) ‘Evaluating the superefficiency procedure in data envelopment analysis for outlier identification and for ranking efficient units’: School of Management, the University of Texas at Dallas, Richardson, TX. 75083–70688 – reference: Tanabian MM, and ZahirAzami B 2005 Building high-performance team through effective job design for an early stage software start-up. In Proceedings. 2005 I.E. International Engineering Management Conference. 2:789–792. IEEE – reference: AziziNZolfaghariSLiangMModeling job rotation in manufacturing systems: The study of employee’s boredom and skill variationsInt J Prod Econ20091231698510.1016/j.ijpe.2009.07.010 – reference: KhodabakhshiMAsgharianMGregoriouGN‘An input-oriented super-efficiency measure in stochastic data envelopment analysis: Evaluating chief executive officers of US public banks and thriftsExp Syst Appl20103732092209710.1016/j.eswa.2009.06.091 – reference: ChunmeiLCombination study of fuzzy cognitive mapInt J Energy Environ2007126569 – reference: Ertay T, Ruan D, Tuzkaya UR (2006) Integrating data envelopment analysis and analytic hierarchy for the facility layout design in manufacturing systems. Inf Sci 176(3):237–262 – reference: FletcherKEUnderwoodWDavisSQMangrulkarRSMcMahonLFSaintSEffects of work hour reduction on residents livesJ Am Med Assoc200529491088110010.1001/jama.294.9.1088 – reference: Miao RT (2010) Perceived organizational support and job satisfaction on employee performance in Chinese SOE settings. In E-Business and E-Government (ICEE), 2010 International Conference on (pp. 987–990). IEEE – reference: AzadehANegahbanAMoghaddamMA hybrid computer simulation-artificial neural network algorithm for optimisation of dispatching rule selection in stochastic job shop scheduling problemsInt J Prod Res2012501255156610.1080/00207543.2010.539281 – reference: BrittTWThe effects of identity-relevance and task difficulty on task motivation, stress, and performanceMotivation and Emotion200529318920110.1007/s11031-005-9441-3 – reference: JithavechIKrishnanKKA simulation-based approach for risk assessment of facility layout designs under stochastic product demandsInt J Adv Manuf Technol2010491274010.1007/s00170-009-2380-5 – reference: AyoughAZandiehMFarsijaniHGA and ICA approaches to job rotation scheduling problem: considering employee’s boredomThe International Journal of Advanced Manufacturing Technology2012605-865166610.1007/s00170-011-3641-7 – reference: Zhang L, & Nie T (2010) The empirical study on the relation between internal motivators and job performance of knowledge workers. In The 2nd International Conference on Information Science and Engineering, (pp. 1–4). IEEE – reference: FisherCDHappiness at workInt J Manag Rev201012438441210.1111/j.1468-2370.2009.00270.x – reference: GeorgopoulosVMalandrakiGStyliosCA fuzzy cognitive map approach to differential diagnosis of specific language impairmentJ Artif Intell Med200329326127810.1016/S0933-3657(02)00076-3 – reference: VinodVSridharanRDynamic job-shop scheduling with sequence-dependent setup times: simulation modeling and analysisInt J Adv Manuf Technol200836335537210.1007/s00170-006-0836-4 – volume: 93 start-page: 1554 issue: 12 year: 2006 ident: 9208_CR36 publication-title: Br J Surg Soc Ltd doi: 10.1002/bjs.5544 – volume: 15 start-page: 199 issue: 3 year: 1990 ident: 9208_CR62 publication-title: Acc Organ Soc doi: 10.1016/0361-3682(90)90005-F – volume: 123 start-page: 69 issue: 1 year: 2009 ident: 9208_CR12 publication-title: Int J Prod Econ doi: 10.1016/j.ijpe.2009.07.010 – volume: 50 start-page: 551 issue: 12 year: 2012 ident: 9208_CR11 publication-title: Int J Prod Res doi: 10.1080/00207543.2010.539281 – volume: 28 start-page: 737 issue: 7-8 year: 2006 ident: 9208_CR66 publication-title: Int J Adv Manuf Technol doi: 10.1007/s00170-004-2430-y – volume: 214 start-page: 768 issue: 3 year: 2011 ident: 9208_CR10 publication-title: Eur J Oper Res doi: 10.1016/j.ejor.2011.05.015 – ident: 9208_CR18 – volume: 46 start-page: 105 issue: 1 year: 1999 ident: 9208_CR84 publication-title: Circ Syst I: Fund Theor Appl IEEE Trans – volume: 37 start-page: 2092 issue: 3 year: 2010 ident: 9208_CR44 publication-title: Exp Syst Appl doi: 10.1016/j.eswa.2009.06.091 – volume: 163 start-page: 313 issue: 2 year: 2007 ident: 9208_CR34 publication-title: J Inst Theor Econ JITE doi: 10.1628/093245607781261351 – volume: 29 start-page: 189 issue: 3 year: 2005 ident: 9208_CR15 publication-title: Motivation and Emotion doi: 10.1007/s11031-005-9441-3 – volume: 42 start-page: 372 issue: 3-4 year: 2009 ident: 9208_CR61 publication-title: Int J Adv Manuf Technol doi: 10.1007/s00170-008-1604-4 – start-page: 54 volume-title: Job satisfaction and motivation in a large agile team year: 2007 ident: 9208_CR71 – ident: 9208_CR20 – volume: 22 start-page: 197 issue: 3 year: 2002 ident: 9208_CR47 publication-title: Expert Syst Appl doi: 10.1016/S0957-4174(01)00054-9 – volume: 11 start-page: 291 issue: 3 year: 2005 ident: 9208_CR35 publication-title: Int J Occup Saf Ergon (JOSE) doi: 10.1080/10803548.2005.11076650 – ident: 9208_CR13 – ident: 9208_CR65 – volume: 26 start-page: 257 issue: 2 year: 2004 ident: 9208_CR81 publication-title: Expert Syst Appl doi: 10.1016/S0957-4174(03)00140-4 – volume: 39 start-page: 487 issue: 4 year: 2010 ident: 9208_CR14 publication-title: Pers Rev doi: 10.1108/00483481011045434 – volume: 22 start-page: 413 issue: 4 year: 2004 ident: 9208_CR55 publication-title: J Oper Manag doi: 10.1016/j.jom.2004.05.005 – ident: 9208_CR69 doi: 10.1109/IEMC.2005.1559257 – ident: 9208_CR28 doi: 10.1186/1471-2458-13-82 – volume: 60 start-page: 651 issue: 5-8 year: 2012 ident: 9208_CR7 publication-title: The International Journal of Advanced Manufacturing Technology doi: 10.1007/s00170-011-3641-7 – volume: 46 start-page: 361 issue: 1 year: 2010 ident: 9208_CR8 publication-title: Int J Adv Manuf Technol doi: 10.1007/s00170-009-2088-6 – volume: 47 start-page: 1425 issue: 6 year: 2009 ident: 9208_CR74 publication-title: Int J Prod Res doi: 10.1080/00207540701486082 – volume: 29 start-page: 261 issue: 3 year: 2003 ident: 9208_CR33 publication-title: J Artif Intell Med doi: 10.1016/S0933-3657(02)00076-3 – volume: 16 start-page: 229 issue: 3 year: 2001 ident: 9208_CR42 publication-title: J Manag Psychol doi: 10.1108/02683940110385776 – ident: 9208_CR72 doi: 10.1057/palgrave.jors.2601438 – volume: 1 start-page: 65 issue: 2 year: 2007 ident: 9208_CR23 publication-title: Int J Energy Environ – volume: 35 start-page: 1113 issue: 11-12 year: 2008 ident: 9208_CR31 publication-title: Int J Adv Manuf Technol doi: 10.1007/s00170-006-0793-y – volume: 85 start-page: 359 issue: 3 year: 2003 ident: 9208_CR5 publication-title: Int J Prod Econ doi: 10.1016/S0925-5273(03)00122-1 – volume: 9 start-page: 613 issue: 6 year: 1978 ident: 9208_CR25 publication-title: Int J Syst Sci doi: 10.1080/00207727808941724 – ident: 9208_CR27 – volume: 1 start-page: 238 issue: 9 year: 2007 ident: 9208_CR22 publication-title: Afr J Bus Manag – volume: 47 start-page: 141 issue: 1 year: 2004 ident: 9208_CR56 publication-title: Acad Manag J doi: 10.2307/20159566 – ident: 9208_CR75 – volume: 68 start-page: 2078 issue: 11 year: 2009 ident: 9208_CR17 publication-title: Soc Sci Med doi: 10.1016/j.socscimed.2009.03.007 – volume: 14 start-page: 63 issue: 2 year: 2011 ident: 9208_CR58 publication-title: J Employ Couns doi: 10.1002/j.2161-1920.2011.tb00115.x – volume: 294 start-page: 1088 issue: 9 year: 2005 ident: 9208_CR30 publication-title: J Am Med Assoc doi: 10.1001/jama.294.9.1088 – ident: 9208_CR85 doi: 10.1109/ICISE.2010.5691181 – ident: 9208_CR53 doi: 10.1109/ICEE.2010.255 – volume-title: Intoduction to simulation & SIMII year: 1986 ident: 9208_CR57 – ident: 9208_CR79 doi: 10.1109/ICEBEG.2011.5882715 – ident: 9208_CR6 – volume: 32 start-page: 213 issue: 3 year: 2004 ident: 9208_CR21 publication-title: Omega doi: 10.1016/j.omega.2003.11.001 – volume: 184 start-page: 695 issue: 2 year: 2007 ident: 9208_CR43 publication-title: Appl Math Comput doi: 10.1016/j.amc.2006.06.110 – volume: 28 start-page: 385 issue: 4 year: 2000 ident: 9208_CR68 publication-title: Omega doi: 10.1016/S0305-0483(99)00069-9 – ident: 9208_CR60 – ident: 9208_CR52 doi: 10.1109/ICBMEI.2011.5920430 – volume: 72 start-page: 1537 issue: 9-12 year: 2014 ident: 9208_CR24 publication-title: Int J Adv Manuf Technol doi: 10.1007/s00170-014-5779-6 – volume: 56 start-page: 254 issue: 2 year: 2007 ident: 9208_CR4 publication-title: Appl Psychol doi: 10.1111/j.1464-0597.2006.00253.x – volume: 4 start-page: 029 year: 2011 ident: 9208_CR76 publication-title: Technoecon Manag Res – ident: 9208_CR26 doi: 10.1016/j.ins.2004.12.001 – volume: 184 start-page: 638 issue: 2 year: 2007 ident: 9208_CR48 publication-title: Appl Math Comput doi: 10.1016/j.amc.2006.06.063 – volume: 22 start-page: 113 issue: 2 year: 2012 ident: 9208_CR54 publication-title: Hum Factors Ergon Manuf Serv Ind doi: 10.1002/hfm.20257 – ident: 9208_CR64 doi: 10.1007/s00170-015-7986-1 – volume: 39 start-page: 1261 issue: 10 year: 1993 ident: 9208_CR3 publication-title: Manag Sci doi: 10.1287/mnsc.39.10.1261 – ident: 9208_CR51 – volume: 47 start-page: 81 issue: 1 year: 1992 ident: 9208_CR67 publication-title: Fuzzy Sets Syst doi: 10.1016/0165-0114(92)90062-9 – volume: 23 start-page: 789 issue: 5 year: 1992 ident: 9208_CR19 publication-title: Int J Syst Sci doi: 10.1080/00207729208949248 – volume: 147 start-page: 128 issue: 1 year: 2003 ident: 9208_CR82 publication-title: Eur J Oper Res doi: 10.1016/S0377-2217(02)00251-5 – volume: 177 start-page: 1599 issue: 3 year: 2007 ident: 9208_CR40 publication-title: Eur J Oper Res doi: 10.1016/j.ejor.2005.10.002 – volume: 100 start-page: 629 issue: 3 year: 1997 ident: 9208_CR32 publication-title: Eur J Oper Res doi: 10.1016/S0377-2217(97)84108-2 – ident: 9208_CR78 doi: 10.1109/ICEE.2010.771 – volume: 36 start-page: 355 issue: 3 year: 2008 ident: 9208_CR73 publication-title: Int J Adv Manuf Technol doi: 10.1007/s00170-006-0836-4 – volume: 21 start-page: 534 issue: 7 year: 2003 ident: 9208_CR16 publication-title: Int J Adv Manuf Technol doi: 10.1007/s001700300063 – volume: 164 start-page: 31 issue: 1-4 year: 2004 ident: 9208_CR37 publication-title: Inf Sci doi: 10.1016/j.ins.2003.09.014 – volume: 49 start-page: 27 issue: 1 year: 2010 ident: 9208_CR41 publication-title: Int J Adv Manuf Technol doi: 10.1007/s00170-009-2380-5 – volume: 156 start-page: 287 issue: 2 year: 2004 ident: 9208_CR46 publication-title: Eur J Oper Res doi: 10.1016/S0377-2217(03)00022-5 – volume: 20 start-page: 1 issue: 1 year: 2011 ident: 9208_CR39 publication-title: KoreaMed Serv – volume: 26 start-page: 740 issue: 4 year: 2009 ident: 9208_CR49 publication-title: Chronobiol Int doi: 10.1080/07420520902929029 – volume: 26 start-page: 4947 issue: 23 year: 1987 ident: 9208_CR45 publication-title: Appl Opt doi: 10.1364/AO.26.004947 – volume: 34 start-page: 72 issue: 1 year: 2010 ident: 9208_CR70 publication-title: Nurs Adm Q doi: 10.1097/NAQ.0b013e3181c95eb5 – ident: 9208_CR77 doi: 10.1109/ICMSS.2010.5578143 – ident: 9208_CR1 doi: 10.1109/ISBEIA.2011.6088836 – ident: 9208_CR83 doi: 10.4236/chnstd.2014.31003 – volume: 6 start-page: 9 issue: 2 year: 2012 ident: 9208_CR2 publication-title: IOSR J Bus Manag doi: 10.9790/487X-0620915 – ident: 9208_CR38 doi: 10.1109/ICMIT.2012.6225863 – volume: 37 start-page: 174 issue: 2 year: 1999 ident: 9208_CR63 publication-title: Infor-Inf Syst Oper Res – volume: 12 start-page: 384 issue: 4 year: 2010 ident: 9208_CR29 publication-title: Int J Manag Rev doi: 10.1111/j.1468-2370.2009.00270.x – ident: 9208_CR80 doi: 10.1109/MSIE.2011.5707689 – volume: 52 start-page: 805 issue: 5-8 year: 2011 ident: 9208_CR9 publication-title: Int J Adv Manuf Technol doi: 10.1007/s00170-010-2741-0 – volume: 54 start-page: 101 issue: 1 year: 2003 ident: 9208_CR50 publication-title: J Oper Res Soc doi: 10.1057/palgrave.jors.2601483 – volume: 19 start-page: 11 issue: 2 year: 2006 ident: 9208_CR59 publication-title: Leadersh Health Serv doi: 10.1108/13660750610665008
SSID	ssj0016168 ssib034539549 ssib019759004 ssib029851711
Score	2.2184062
Snippet	This paper puts forward an integrated fuzzy simulation-fuzzy data envelopment analysis (FDEA)-fuzzy cognitive map (FCM) algorithm for performance optimization...
SourceID	proquest crossref springer
SourceType	Aggregation Database Enrichment Source Index Database Publisher
StartPage	499
SubjectTerms	Algorithms CAE) and Design Cognitive maps Computer simulation Computer-Aided Engineering (CAD Data collection Data envelopment analysis Engineering Fuzzy set theory Fuzzy sets Industrial and Production Engineering Maintenance Mechanical Engineering Media Management Modelling Operations research Optimization Sensitivity analysis Time dependence Workshops
SummonAdditionalLinks	– databaseName: Engineering Database dbid: M7S link: http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3PS8MwFA46PejB3-J0Sg6elGDbpG1ykiEODzIEFXYrSdugoOtctzH31_uSpdsU3cVjSdJS3kvyvbyX70PonAEk8HQoSZwxRpjUjHDFJBGZzPzUozrKrKXv43abdzriwR24la6ssloT7UKdFak5I78CmBDQCDzQu-59EKMaZbKrTkJjFa0ZlgTflu49Vv7ki9hoYs78LRBGiH7uz5SFdJrlclmHyLdX5yAs4Wbi8SoL6lnSUSvR4kdEBB4n4-_72Byc_sin2m2qtf3fH9xBWw6g4ubUo3bRSt7dQ5sLtIX7aNLEQ8v7ivVwMvnEtihxBEE34FZspXWgG67YyjHAYtyb30_ABaxS7-76Jy40fpeGs6Jr20yZWPlS9EpsDojxrLgJO12gA_Tcun26uSNOw4GkgHQGRFClhWFclSpMFdWaxyLPI85TxdOAKUBjkvqR5vAYBgqCKwatQrHco1SHOT1EtW7RzY8QBveBIVpxrjkLdCQlhG6xjmPtMSZ9XkdeZZEkdQTnRmfjLZlRM1sjJqaozRgxGdfRxWxIb8rusaxzozJc4iZ6mfgQoQBGAtj9a_PcqHV0WXnGwui_vnW8_GUnaCMw8MJWEDVQbdAf5qdoPR0NXsv-mZ0EX_20Cvs priority: 102 providerName: ProQuest
Title	A unique fuzzy multivariate modeling approach for performance optimization of maintenance workshops with cognitive factors
URI	https://link.springer.com/article/10.1007/s00170-016-9208-x https://www.proquest.com/docview/1882812800 https://www.proquest.com/docview/2262363180
Volume	90
WOSCitedRecordID	wos000398997800045&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText	1
inHoldings	1
isFullTextHit
isPrint
journalDatabaseRights	– providerCode: PRVPQU databaseName: Engineering Database customDbUrl: eissn: 1433-3015 dateEnd: 20221231 omitProxy: false ssIdentifier: ssj0016168 issn: 0268-3768 databaseCode: M7S dateStart: 19970201 isFulltext: true titleUrlDefault: http://search.proquest.com providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Central customDbUrl: eissn: 1433-3015 dateEnd: 20221231 omitProxy: false ssIdentifier: ssj0016168 issn: 0268-3768 databaseCode: BENPR dateStart: 19970201 isFulltext: true titleUrlDefault: https://www.proquest.com/central providerName: ProQuest – providerCode: PRVAVX databaseName: SpringerLink Journals customDbUrl: eissn: 1433-3015 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0016168 issn: 0268-3768 databaseCode: RSV dateStart: 19970101 isFulltext: true titleUrlDefault: https://link.springer.com/search?facet-content-type=%22Journal%22 providerName: Springer Nature
link	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3PT8IwFG4MeNCDv40okh48aZpsa7e1RzQQD4YQUMNtaccaTYQRBkT5630tG6BBEz1ubdOs77X93t5730PoigEkcLQvSdhnjDCpGeGKSSL6su_GDtVB30r6IWy1eK8n2nked1ZEuxcuSXtSL5PdLNULmL4BEZ7DCQDHMtx2oYnj63SfCyVy4Y1Yo2z3hKk-v1Jiyny6cG3lrobAtflyYItws9t44frcNOXXy2uFSL85Ue3d1Nz_11cdoL0ciuL6QncO0VYyPEK7awSFx2hex1PL8Ir1dD7_wDb8cAbmNSBUbIvoQDdc8JJjAMB4tMpEwCmcR4M80ROnGg-kYacY2jYTEJa9pKMMm1_BeBnGhPMKQCfoqdl4vLsnebUGEgOmmRBBlRaGW1UqP1ZUax6KJAk4jxWPPaYAd0nqBprDo-8pMKMYtArFEodS7Sf0FJWG6TA5QxgUBYZoxbnmzNOBlGCkhToMtcOYdHkFOYUYojinMjcVNd6iJQmzXdbIhK-ZZY3eK-h6OWS04PH4rXO1kG2Ub-kscsEWATQEAHtjM8BYjwZwQkLzTSHqtdE_zXX-p94XaMczuMKGDlVRaTKeJpdoO55NXrNxDZVvG612p2YCWLs1uy0-AZ1jA8k
linkProvider	Springer Nature
linkToHtml	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1Nb9QwEB2VLRLlwDdioYAPcAFZTWwnsQ8IFWjVqsuqQkXqLdiJLZDazdLslnZ_FL-RsTfeLQh664Fj5DhRkjfjN5nxG4AXAilB4jJNi1oIKrQTVBqhqap1nVYJd3kdvvSgGA7l4aHaX4GfcS-ML6uMPjE46rqp_D_yDaQJjOeIwOTt-Dv1XaN8djW20JjDYs-e_8CQrX2z-wG_70vGtrcO3u_QrqsArXDtnVDFjVNeA1SbrDLcOVkoa3MpKyMrJgzyA83T3Ek8zJhBui9wVBlhE85dZjle9xqsCo4upger77aG-58iglNV-C6cC4QzhYSmWFoQFxmf59W6PEeehs16GAhJb-oy5l2TIHMamsKkOVUskfTs95VzSYf_yOCGhXH79v_2Su_ArY6Ck825zdyFFTu6BzcvCDPeh9kmmQZlW-Kms9k5CWWXpxqNdWJJaB6Ep5Gox06Q-JPxcgcGadAPH3cbXEnjyLH2qhyjMOYL4dqvzbgl_hc4WZRvka7z0QP4fCUP_xB6o2ZkHwFBA8EpzkjppGAu1xqD08IVhUuE0KnsQxIRUFadhLvvJHJULsSnA2hKX7bnQVOe9eHVYsp4rl9y2cnrEShl58raMsUYDFkgBhZ_HV6CqA-vIxIvzP7XvR5ffrHncGPn4OOgHOwO957AGvNkKtRLrUNvcjK1T-F6dTr51p4860yQwJerhugvx_NpTA
linkToPdf	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LS8QwEA6iInrwLb7NwZMSbJu0TY6iLoqyLPjAW0naBgW3u2y7ovvrnaSPVVkF8VgmIbQzSb7pzHyD0CEDSOBoX5IwYYwwqRnhikkiEpm4sUN1kFhN34TtNn98FJ2qz2leZ7vXIcmypsGwNGXFST_RJ03hm6V9ATc4IMJzOAEQOcNMtpxx128faoNyRWiaYjYG5wnTiX5s0JT5tAxzVWGHwLW1c-CXcLPzeB0GnbTk14tsjE6_BVTtPdVa-vcbLqPFCqLi09KmVtBUmq2ihU_EhWtodIqHlvkV6-Fo9I5tWuIruN2AXLFtrgPDcM1XjgEY4_64QgH34JzqVgWguKdxVxrWiszKTKJY_tTr59j8IsZNehOuOgOto_vWxd3ZJam6OJAYsE5BBFVaGM5VqfxYUa15KNI04DxWPPaYAjwmqRtoDo--p8C9YiAViqUOpdpP6QaaznpZuokwGBBM0YpzzZmnAynBeQt1GGqHMenyLeTUKoniiuLcdNp4iRpyZvtZI5PWZj5r9LaFjpop_ZLf47fBu7Weo2qr55ELPgqgJADeE8UAbz0awMkJ4uNa7Z9m_7TW9p9GH6C5znkrurlqX--gec9AD5tdtIumi8Ew3UOz8WvxnA_27f74AFwkDPY
openUrl	ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=A+unique+fuzzy+multivariate+modeling+approach+for+performance+optimization+of+maintenance+workshops+with+cognitive+factors&rft.jtitle=International+journal+of+advanced+manufacturing+technology&rft.au=Azadeh%2C+A.&rft.au=Ghaderi%2C+S.+F.&rft.au=Pashapour%2C+S.&rft.au=Keramati%2C+A.&rft.date=2017-04-01&rft.pub=Springer+London&rft.issn=0268-3768&rft.eissn=1433-3015&rft.volume=90&rft.issue=1-4&rft.spage=499&rft.epage=525&rft_id=info:doi/10.1007%2Fs00170-016-9208-x&rft.externalDocID=10_1007_s00170_016_9208_x
thumbnail_l	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0268-3768&client=summon
thumbnail_m	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0268-3768&client=summon
thumbnail_s	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0268-3768&client=summon