Fuzzy multi-objective stochastic programming model for disaster relief logistics considering telecommunication infrastructures: a case study

In humanitarian relief logistics, providing a safe place for evacuees, supplying relief commodities and designing a proper telecommunication infrastructure, for fast communications during disaster, are important issues. Therefore, in this paper, we develop a fuzzy scenario-based optimization model c...

Full description

Saved in:

Bibliographic Details
Published in:	Operational research Vol. 19; no. 1; pp. 59 - 99
Main Authors:	Mohamadi, Ahmad, Yaghoubi, Saeed, Pishvaee, Mir Saman
Format:	Journal Article
Language:	English
Published:	Berlin/Heidelberg Springer Berlin Heidelberg 01.03.2019 Springer Nature B.V
Subjects:	Business and Management Case studies Commodities Computational Intelligence Disaster relief Distribution centers Humanitarian aid Humanitarianism Logistics Management Science Multiple objective analysis Nonlinearity Operations Research Operations Research/Decision Theory Original Paper Shelters Stochastic programming Towers Multi-objective optimization Humanitarian relief logistics Shelters Backup relief distribution centers Telecommunication infrastructures Fuzzy stochastic programming
ISSN:	1109-2858, 1866-1505
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Abstract	In humanitarian relief logistics, providing a safe place for evacuees, supplying relief commodities and designing a proper telecommunication infrastructure, for fast communications during disaster, are important issues. Therefore, in this paper, we develop a fuzzy scenario-based optimization model concerning location of shelters, relief distribution centers and telecommunication towers. Towards effective management and reliable servicing, telecommunication towers and shelters are considered to constitute integrated facilities (shelter-TTs). Moreover, to enhance efficiency of emergency services during disaster, backup relief distribution centers, and to approach the model to the real world, failure probabilities in the routes and the relief distribution centers are considered. The problem is formulated in a nonlinear and multi-objective model. Nonlinearity is treated by applying heuristic arguments in conjunction with Lp-metrics method. Finally, the developed model for the case study of flood disaster in an urban district in Iran is implemented. The results demonstrate that the proposed model can help make decisions on both the preparation and response phases in humanitarian relief logistics.
AbstractList	In humanitarian relief logistics, providing a safe place for evacuees, supplying relief commodities and designing a proper telecommunication infrastructure, for fast communications during disaster, are important issues. Therefore, in this paper, we develop a fuzzy scenario-based optimization model concerning location of shelters, relief distribution centers and telecommunication towers. Towards effective management and reliable servicing, telecommunication towers and shelters are considered to constitute integrated facilities (shelter-TTs). Moreover, to enhance efficiency of emergency services during disaster, backup relief distribution centers, and to approach the model to the real world, failure probabilities in the routes and the relief distribution centers are considered. The problem is formulated in a nonlinear and multi-objective model. Nonlinearity is treated by applying heuristic arguments in conjunction with Lp-metrics method. Finally, the developed model for the case study of flood disaster in an urban district in Iran is implemented. The results demonstrate that the proposed model can help make decisions on both the preparation and response phases in humanitarian relief logistics.
Author	Yaghoubi, Saeed Mohamadi, Ahmad Pishvaee, Mir Saman
Author_xml	– sequence: 1 givenname: Ahmad surname: Mohamadi fullname: Mohamadi, Ahmad email: Mohamadi_a@ind.iust.ac.ir organization: School of Industrial Engineering, Iran University of Science and Technology – sequence: 2 givenname: Saeed surname: Yaghoubi fullname: Yaghoubi, Saeed organization: School of Industrial Engineering, Iran University of Science and Technology – sequence: 3 givenname: Mir Saman surname: Pishvaee fullname: Pishvaee, Mir Saman organization: School of Industrial Engineering, Iran University of Science and Technology
BookMark	eNp9kMtKLDEQhoMoeH0AdwHXOabSt7Q7EW8guNF1yKQrY4buzpikhfEZfGjTjiAIx2wSqP9LVX2HZHf0IxJyCvwfcN6cRxBFBYxDzbiQFRM75ABkXTOoeLWb38Bblgtyn5zEuOL5FKKRpTwgHzfT-_uGDlOfHPOLFZrk3pDG5M2LjskZug5-GfQwuHFJB99hT60PtHMxlzHQgL1DS3u_dHM8UuPH6DoMcz5hj8YPwzQ6o5PzI3WjDRkMk0lTwHhBNTU6zg2nbnNM9qzuI55830fk-eb66eqOPTze3l9dPjBTNEViHUhp8_iVENaAtGUJvK6gbXUpmxZ5qau2lihLrBe2XJhCVm3XWQDZ2BbtojgiZ9t_826vE8akVn4KY26pBMiibupSFDkF25QJPsaAVq2DG3TYKOBq9q623lX2rmbvSmSm-cUYl742T0G7_k9SbMm4ntVh-Jnp_9Ange-coQ
CitedBy_id	crossref_primary_10_1007_s12351_019_00452_w crossref_primary_10_1007_s12351_020_00591_5 crossref_primary_10_1016_j_cie_2022_108821 crossref_primary_10_1109_ACCESS_2021_3125746 crossref_primary_10_1007_s12351_020_00557_7 crossref_primary_10_1007_s10479_025_06747_w crossref_primary_10_1007_s11356_022_18699_w crossref_primary_10_1016_j_ijdrr_2020_101785 crossref_primary_10_1016_j_omega_2021_102393 crossref_primary_10_1016_j_ijdrr_2023_104209 crossref_primary_10_35234_fumbd_1727670 crossref_primary_10_1080_00207543_2023_2217306 crossref_primary_10_1016_j_cie_2022_108451 crossref_primary_10_1109_ACCESS_2019_2943940
Cites_doi	10.1016/j.cor.2012.11.012 10.1016/j.jseaes.2010.07.014 10.1016/j.jtrangeo.2010.10.006 10.1016/j.seps.2011.10.002 10.1007/s00291-011-0268-x 10.1007/978-1-4614-0237-4 10.1080/13675560701561789 10.1016/j.ejor.2008.07.032 10.1016/S0925-7535(00)00021-7 10.1002/net.20337 10.1111/j.1467-7717.1988.tb01149.x 10.1016/j.cie.2011.11.028 10.1007/s12351-015-0216-7 10.1007/s11590-011-0421-0 10.1016/j.tre.2006.10.013 10.1016/j.ejor.2005.10.002 10.1016/j.seps.2012.01.001 10.1016/j.cie.2003.12.010 10.1007/BF00122429 10.5055/ajdm.2010.0025 10.1017/S1049023X00007524 10.1287/opre.19.6.1363 10.1016/j.asoc.2011.10.010 10.1016/j.jmwh.2004.05.003 10.1016/j.ijpe.2009.10.004 10.1007/s12351-008-0013-7 10.1111/j.1467-7717.1987.tb00624.x 10.1057/palgrave.jors.2601652 10.1016/j.ejor.2005.05.016 10.1007/s00170-013-5379-x 10.1016/j.fss.2010.04.010 10.1108/JOPP-04-03-2004-B005 10.1111/j.1937-5956.2009.01119.x 10.1016/j.omega.2014.04.003 10.1016/0191-2615(91)90037-J 10.1007/978-1-4419-7997-1_68 10.1109/INTLEC.2011.6099777 10.1002/nav.20385 10.1007/1-4020-8066-2_3 10.1007/978-3-642-12139-5_8 10.1109/INTLEC.2006.251644 10.1007/978-3-642-41019-2_16 10.1007/978-3-642-13520-0_35 10.2991/978-94-91216-74-9_3 10.1109/ICIF.2002.1021005 10.1109/ICC.2006.255709 10.1109/INTLEC.2009.5352094
ContentType	Journal Article
Copyright	Springer-Verlag Berlin Heidelberg 2016 Operational Research is a copyright of Springer, (2016). All Rights Reserved.
Copyright_xml	– notice: Springer-Verlag Berlin Heidelberg 2016 – notice: Operational Research is a copyright of Springer, (2016). All Rights Reserved.
DBID	AAYXX CITATION 3V. 7TB 7WY 7WZ 7XB 87Z 8FD 8FE 8FG 8FK 8FL ABJCF ABUWG AFKRA BENPR BEZIV BGLVJ CCPQU DWQXO FR3 FRNLG F~G HCIFZ K60 K6~ K8~ KR7 L.- L6V M0C M7S PHGZM PHGZT PKEHL PQBIZ PQBZA PQEST PQGLB PQQKQ PQUKI PRINS PTHSS Q9U
DOI	10.1007/s12351-016-0285-2
DatabaseName	CrossRef ProQuest Central (Corporate) Mechanical & Transportation Engineering Abstracts ABI/INFORM Collection ABI/INFORM Global (PDF only) ProQuest Central (purchase pre-March 2016) ABI/INFORM Collection Technology Research Database ProQuest SciTech Collection ProQuest Technology Collection ProQuest Central (Alumni) (purchase pre-March 2016) ABI/INFORM Collection (Alumni Edition) ProQuest Materials Science & Engineering ProQuest Central (Alumni) ProQuest Central UK/Ireland ProQuest Central Business Premium Collection (Proquest) Technology Collection ProQuest One Community College ProQuest Central Engineering Research Database Business Premium Collection (Alumni) ABI/INFORM Global (Corporate) SciTech Premium Collection ProQuest Business Collection (Alumni Edition) ProQuest Business Collection DELNET Management Collection Civil Engineering Abstracts ABI/INFORM Professional Advanced ProQuest Engineering Collection ABI/INFORM Global (OCUL) Engineering Database ProQuest Central Premium ProQuest One Academic (New) ProQuest One Academic Middle East (New) ProQuest One Business (OCUL) ProQuest One Business (Alumni) 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 (ProQuest) ProQuest Central Basic
DatabaseTitle	CrossRef ABI/INFORM Global (Corporate) ProQuest Business Collection (Alumni Edition) ProQuest One Business Technology Collection Technology Research Database ProQuest One Academic Middle East (New) Mechanical & Transportation Engineering Abstracts ProQuest Central (Alumni Edition) SciTech Premium Collection ProQuest One Community College ProQuest Central China ABI/INFORM Complete ProQuest Central ABI/INFORM Professional Advanced ProQuest One Applied & Life Sciences ProQuest Engineering Collection ProQuest Central Korea ProQuest Central (New) ABI/INFORM Complete (Alumni Edition) Engineering Collection Business Premium Collection Civil Engineering Abstracts ABI/INFORM Global Engineering Database ABI/INFORM Global (Alumni Edition) ProQuest Central Basic ProQuest One Academic Eastern Edition ProQuest Technology Collection ProQuest SciTech Collection ProQuest Business Collection ProQuest One Academic UKI Edition ProQuest DELNET Management Collection Materials Science & Engineering Collection ProQuest One Business (Alumni) Engineering Research Database ProQuest One Academic ProQuest Central (Alumni) Business Premium Collection (Alumni) ProQuest One Academic (New)
DatabaseTitleList	ABI/INFORM Global (Corporate)
Database_xml	– sequence: 1 dbid: BENPR name: ProQuest Central url: https://www.proquest.com/central sourceTypes: Aggregation Database
DeliveryMethod	fulltext_linktorsrc
Discipline	Engineering
EISSN	1866-1505
EndPage	99
ExternalDocumentID	10_1007_s12351_016_0285_2
GroupedDBID	-57 -5G -BR -EM -~C .VR 06D 0R~ 123 1N0 203 29N 2J2 2JN 2JY 2KG 2KM 2LR 30V 4.4 406 408 40D 40E 5VS 67Z 6NX 7WY 875 8FE 8FG 8FL 8TC 95- 95. 95~ 96X AAAVM AABHQ AACDK AAHNG AAIAL AAJBT AAJKR AANZL AARTL AASML AATNV AATVU AAUYE AAWCG AAYIU AAYQN AAYZH ABAKF ABDZT ABECU ABFTV ABHQN ABJCF ABJNI ABJOX ABKCH ABMNI ABMQK ABNWP ABQBU ABSXP ABTEG ABTHY ABTKH ABTMW ABUWG ABWNU ABXPI ACAOD ACDTI ACGFS ACHSB ACHXU ACIWK ACKNC ACMDZ ACMLO ACOKC ACPIV ACSNA ACZOJ ADHHG ADHIR ADINQ ADKNI ADKPE ADRFC ADTPH ADURQ ADYFF ADZKW AEFQL AEGAL AEGNC AEJHL AEJRE AEMSY AENEX AEOHA AEPYU AESKC AETLH AEVLU AEXYK AFBBN AFKRA AFLOW AFQWF AFWTZ AFZKB AGAYW AGDGC AGJBK AGMZJ AGQEE AGQMX AGRTI AGWIL AGWZB AGYKE AHAVH AHBYD AHYZX AIGIU AIIXL AILAN AITGF AJRNO AJZVZ ALMA_UNASSIGNED_HOLDINGS ALWAN AMKLP AMXSW AMYLF AMYQR AOCGG ARMRJ AXYYD AYQZM B-. BA0 BAPOH BDATZ BENPR BEZIV BGLVJ BGNMA BPHCQ CCPQU CS3 CSCUP DDRTE DNIVK DPUIP DWQXO EBLON EBS EIOEI EJD ESBYG FERAY FFXSO FIGPU FINBP FNLPD FRNLG FRRFC FSGXE FWDCC GGCAI GGRSB GJIRD GNWQR GQ6 GQ7 GROUPED_ABI_INFORM_COMPLETE HCIFZ HF~ HG6 HLICF HMJXF HRMNR IKXTQ IWAJR IXD I~X I~Z J-C J0Z JBSCW JZLTJ K60 K6~ K8~ KOV L6V LLZTM M0C M4Y M7S MA- NPVJJ NQJWS NU0 O93 O9G O9J P9M PF0 PQBIZ PQBZA PQQKQ PROAC PT4 PTHSS Q2X QOS R89 R9I ROL RPX RSV S16 S27 S3B SAP SBE SDH SHX SISQX SJYHP SNE SNPRN SNX SOHCF SOJ SPISZ SRMVM SSLCW STPWE SZN T13 TSG TSK TUC U2A UG4 UOJIU UTJUX UZXMN VC2 VFIZW W48 WK8 YLTOR Z45 Z5O Z81 ZMTXR ~A9 -Y2 0VY 2VQ AAPKM AARHV AAYTO AAYXX ABBRH ABDBE ABFSG ABRTQ ABULA ACBXY ACSTC AEBTG AEZWR AFDZB AFFHD AFGCZ AFHIU AFOHR AHPBZ AHSBF AHWEU AIAKS AIXLP AJBLW ATHPR AYFIA CAG CITATION COF H13 HZ~ O9- PHGZM PHGZT PQGLB S1Z 3V. 7TB 7XB 8FD 8FK FR3 KR7 L.- PKEHL PQEST PQUKI PRINS Q9U
ID	FETCH-LOGICAL-c373t-d188f784522fc18f441065199a4879e04a5968e84e6bf4bc3859ddf1187f9efb3
IEDL.DBID	7WY
ISICitedReferencesCount	25
ISICitedReferencesURI	http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000459380000003&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN	1109-2858
IngestDate	Wed Nov 05 01:10:29 EST 2025 Sat Nov 29 05:50:48 EST 2025 Tue Nov 18 22:18:35 EST 2025 Fri Feb 21 02:34:55 EST 2025
IsPeerReviewed	true
IsScholarly	true
Issue	1
Keywords	Multi-objective optimization Humanitarian relief logistics Shelters Backup relief distribution centers Telecommunication infrastructures Fuzzy stochastic programming
Language	English
LinkModel	DirectLink
MergedId	FETCHMERGED-LOGICAL-c373t-d188f784522fc18f441065199a4879e04a5968e84e6bf4bc3859ddf1187f9efb3
Notes	ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14
PQID	2183676423
PQPubID	326268
PageCount	41
ParticipantIDs	proquest_journals_2183676423 crossref_primary_10_1007_s12351_016_0285_2 crossref_citationtrail_10_1007_s12351_016_0285_2 springer_journals_10_1007_s12351_016_0285_2
PublicationCentury	2000
PublicationDate	2019-03-01
PublicationDateYYYYMMDD	2019-03-01
PublicationDate_xml	– month: 03 year: 2019 text: 2019-03-01 day: 01
PublicationDecade	2010
PublicationPlace	Berlin/Heidelberg
PublicationPlace_xml	– name: Berlin/Heidelberg – name: Heidelberg
PublicationSubtitle	An International Journal
PublicationTitle	Operational research
PublicationTitleAbbrev	Oper Res Int J
PublicationYear	2019
Publisher	Springer Berlin Heidelberg Springer Nature B.V
Publisher_xml	– name: Springer Berlin Heidelberg – name: Springer Nature B.V
References	Lin, Batta, Rogerson, Blatt, Flanigan (CR39) 2012; 46 Widener, Horner (CR58) 2011; 19 Pishvaee, Torabi (CR43) 2010; 161 Shen, Dessouky, Ordóñez (CR50) 2009; 54 Pishvaee, Torabi, Razmi (CR44) 2012; 62 Toregas, Swain, ReVelle, Bergman (CR55) 1971; 19 CR37 CR35 Döyen, Aras, Barbarosoğlu (CR20) 2012; 6 CR34 CR33 Rath, Gutjahr (CR45) 2011; 42 Deb (CR16) 2001 Fiedrich, Gehbauer, Rickers (CR21) 2000; 35 Sherali, Alameddine (CR51) 1992; 2 Rawls, Turnquist (CR46) 2012; 46 Balcik, Beamon (CR6) 2008; 11 Keeney (CR30) 2004; 49 Ardalan, Naieni, Mahmoodi, Zanganeh, Keshtkar, Honarvar, Kabir (CR4) 2009; 5 CR3 Shiraz, Tavana, Fukuyama, Di Caprio (CR53) 2015 Barbarosoǧlu, Arda (CR7) 2004; 55 Ghahroodi Tali, Servati, Sarafi, Musavipoor, Derafshi (CR22) 2012; 4 CR42 Akgün, Gümüşbuğa, Tansel (CR1) 2015; 52 Kongsomsaksakul, Yang (CR32) 2005; 6 Saffari, Sasanpoor, Musavand (CR48) 2011; 11 Tomasini, Van Wassenhove (CR54) 2004; 4 Lim, Daskin, Bassamboo, Chopra (CR38) 2010; 57 Altay, Green (CR2) 2006; 175 CR18 Brauers (CR11) 2008; 8 CR17 Yi, Kumar (CR59) 2007; 43 CR14 CR13 CR57 CR56 Saadatseresht, Mansourian, Taleai (CR47) 2009; 198 Knott (CR31) 1987; 11 Aydogan, Karaoglan, Pardalos (CR5) 2012; 12 Chang, Tseng, Chen (CR12) 2007; 43 Jiménez, Arenas, Bilbao, Rodrı (CR29) 2007; 177 Barzinpour, Esmaeili (CR8) 2014; 70 Li, Zeng, Savachkin (CR36) 2013; 40 Davis (CR15) 1993; 34 Hwang (CR25) 2004; 46 Djalali, Hosseinijenab, Hasani, Shirmardi, Castrén, Öhlén, Panahi (CR19) 2009; 24 CR27 CR24 Liu, Ruan, Shi (CR40) 2008; 40 CR23 Salmerón, Apte (CR49) 2010; 19 Ingram (CR26) 1987; 12 Sherali, Carter, Hobeika (CR52) 1991; 25 Bozorgi-Amiri, Jabalameli, Al-e-Hashem (CR10) 2013; 35 Mete, Zabinsky (CR41) 2010; 126 Jalali (CR28) 2014; 3226 Birge, Louveaux (CR9) 2011 285_CR37 285_CR34 285_CR35 İ Akgün (285_CR1) 2015; 52 MS Pishvaee (285_CR43) 2010; 161 MJ Widener (285_CR58) 2011; 19 285_CR3 EK Aydogan (285_CR5) 2012; 12 WKM Brauers (285_CR11) 2008; 8 Q Li (285_CR36) 2013; 40 S Rath (285_CR45) 2011; 42 M Saadatseresht (285_CR47) 2009; 198 A Saffari (285_CR48) 2011; 11 G Barbarosoǧlu (285_CR7) 2004; 55 M Ghahroodi Tali (285_CR22) 2012; 4 285_CR42 F Barzinpour (285_CR8) 2014; 70 285_CR23 285_CR24 N Altay (285_CR2) 2006; 175 285_CR27 GB Keeney (285_CR30) 2004; 49 A Djalali (285_CR19) 2009; 24 Q Liu (285_CR40) 2008; 40 M Lim (285_CR38) 2010; 57 F Fiedrich (285_CR21) 2000; 35 B Balcik (285_CR6) 2008; 11 MS Chang (285_CR12) 2007; 43 JR Birge (285_CR9) 2011 A Döyen (285_CR20) 2012; 6 HO Mete (285_CR41) 2010; 126 Z Shen (285_CR50) 2009; 54 S Kongsomsaksakul (285_CR32) 2005; 6 MS Pishvaee (285_CR44) 2012; 62 285_CR33 HS Hwang (285_CR25) 2004; 46 285_CR14 S Jalali (285_CR28) 2014; 3226 285_CR56 285_CR13 J Salmerón (285_CR49) 2010; 19 285_CR57 285_CR18 285_CR17 R Knott (285_CR31) 1987; 11 RK Shiraz (285_CR53) 2015 RM Tomasini (285_CR54) 2004; 4 YH Lin (285_CR39) 2012; 46 A Bozorgi-Amiri (285_CR10) 2013; 35 CG Rawls (285_CR46) 2012; 46 J Ingram (285_CR26) 1987; 12 HD Sherali (285_CR52) 1991; 25 M Jiménez (285_CR29) 2007; 177 W Yi (285_CR59) 2007; 43 K Deb (285_CR16) 2001 HD Sherali (285_CR51) 1992; 2 A Ardalan (285_CR4) 2009; 5 T Davis (285_CR15) 1993; 34 C Toregas (285_CR55) 1971; 19
References_xml	– volume: 40 start-page: 901 issue: 4 year: 2013 end-page: 909 ident: CR36 article-title: Reliable facility location design under disruptions publication-title: Comput Oper Res doi: 10.1016/j.cor.2012.11.012 – volume: 34 start-page: 35 year: 1993 ident: CR15 article-title: Effective supply chain management publication-title: Sloan Manag Rev – volume: 40 start-page: 926 year: 2008 end-page: 934 ident: CR40 article-title: Selection of emergency shelter sites for seismic disasters in mountainous regions: lessons from the Wenchuan Ms 8.0 Earthquake, China publication-title: J Asian Earth Sci doi: 10.1016/j.jseaes.2010.07.014 – volume: 19 start-page: 821 year: 2011 end-page: 828 ident: CR58 article-title: A hierarchical approach to modeling hurricane disaster relief goods distribution publication-title: J Transp Geogr doi: 10.1016/j.jtrangeo.2010.10.006 – volume: 46 start-page: 46 issue: 1 year: 2012 end-page: 54 ident: CR46 article-title: Pre-positioning and dynamic delivery planning for short-term response following a natural disaster publication-title: Socio-Econ Plan Sci doi: 10.1016/j.seps.2011.10.002 – volume: 35 start-page: 905 issue: 4 year: 2013 end-page: 933 ident: CR10 article-title: A multi-objective robust stochastic programming model for disaster relief logistics under uncertainty publication-title: OR Spectr doi: 10.1007/s00291-011-0268-x – year: 2011 ident: CR9 publication-title: Introduction to stochastic programming doi: 10.1007/978-1-4614-0237-4 – year: 2001 ident: CR16 publication-title: Multi-objective optimization using evolutionary algorithms – ident: CR35 – volume: 11 start-page: 101 issue: 2 year: 2008 end-page: 121 ident: CR6 article-title: Facility location in humanitarian relief publication-title: Int J Logist doi: 10.1080/13675560701561789 – volume: 198 start-page: 305 year: 2009 end-page: 314 ident: CR47 article-title: Evacuation planning using multi-objective evolutionary optimization approach publication-title: Eur J Oper Res doi: 10.1016/j.ejor.2008.07.032 – volume: 43 start-page: 660 year: 2007 end-page: 672 ident: CR59 article-title: Ant colony optimization for disaster relief operations publication-title: Transp Res – volume: 3226 start-page: 7 year: 2014 ident: CR28 article-title: Disconnection of communication networks with five-magnitude earthquake publication-title: World Econ Newsp – ident: CR42 – volume: 35 start-page: 41 issue: 1 year: 2000 end-page: 57 ident: CR21 article-title: Optimized resource allocation for emergency response after earthquake disasters publication-title: Saf Sci doi: 10.1016/S0925-7535(00)00021-7 – volume: 54 start-page: 255 issue: 4 year: 2009 end-page: 269 ident: CR50 article-title: A two-stage vehicle routing model for large-scale bioterrorism emergencies publication-title: Networks doi: 10.1002/net.20337 – volume: 12 start-page: 12 issue: 1 year: 1987 end-page: 18 ident: CR26 article-title: Food and disaster relief issues of management policy publication-title: Disasters doi: 10.1111/j.1467-7717.1988.tb01149.x – volume: 42 start-page: 25 issue: 2 year: 2011 end-page: 39 ident: CR45 article-title: A math-heuristic for the warehouse location–routing problem in disaster relief publication-title: Comput Oper Res – volume: 62 start-page: 624 issue: 2 year: 2012 end-page: 632 ident: CR44 article-title: Credibility-based fuzzy mathematical programming model for green logistics design under uncertainty publication-title: Comput Ind Eng doi: 10.1016/j.cie.2011.11.028 – year: 2015 ident: CR53 article-title: Fuzzy chance-constrained geometric programming: the possibility, necessity and credibility approaches publication-title: Oper Res doi: 10.1007/s12351-015-0216-7 – ident: CR57 – volume: 6 start-page: 1123 issue: 6 year: 2012 end-page: 1145 ident: CR20 article-title: A two-echelon stochastic facility location model for humanitarian relief logistics publication-title: Optim Lett doi: 10.1007/s11590-011-0421-0 – volume: 43 start-page: 737 issue: 6 year: 2007 end-page: 754 ident: CR12 article-title: A scenario planning approach for the flood emergency logistics preparation problem under uncertainty publication-title: Transp Res Part E Logist Transp Rev doi: 10.1016/j.tre.2006.10.013 – volume: 177 start-page: 1599 issue: 3 year: 2007 end-page: 1609 ident: CR29 article-title: Linear programming with fuzzy parameters: an interactive method resolution publication-title: Eur J Oper Res doi: 10.1016/j.ejor.2005.10.002 – volume: 46 start-page: 112 issue: 2 year: 2012 end-page: 123 ident: CR39 article-title: Location of temporary depots to facilitate relief operations after an earthquake publication-title: Socio-Econ Plan Sci doi: 10.1016/j.seps.2012.01.001 – volume: 46 start-page: 313 issue: 2 year: 2004 end-page: 319 ident: CR25 article-title: A stochastic set-covering location model for both ameliorating and deteriorating items publication-title: Comput Ind Eng doi: 10.1016/j.cie.2003.12.010 – ident: CR18 – volume: 2 start-page: 379 issue: 4 year: 1992 end-page: 410 ident: CR51 article-title: A new reformulation-linearization technique for bilinear programming problems publication-title: J Global Optim doi: 10.1007/BF00122429 – volume: 5 start-page: 197 issue: 4 year: 2009 end-page: 214 ident: CR4 article-title: Flash flood preparedness in Golestan province of Iran: a community intervention trial publication-title: Am J Disaster Med doi: 10.5055/ajdm.2010.0025 – volume: 24 start-page: 565 issue: 06 year: 2009 end-page: 569 ident: CR19 article-title: A fundamental, national, medical disaster management plan: an education-based model publication-title: Prehosp Disaster Med doi: 10.1017/S1049023X00007524 – ident: CR14 – ident: CR37 – volume: 11 start-page: 129 issue: 20 year: 2011 end-page: 150 ident: CR48 article-title: Vulnerability assessment of urban areas against flood risk GIS and fuzzy logic case study: Region 3 of Tehran publication-title: J Appl Res Geogr Sci – volume: 19 start-page: 1363 issue: 6 year: 1971 end-page: 1373 ident: CR55 article-title: The location of emergency service facilities publication-title: Oper Res doi: 10.1287/opre.19.6.1363 – ident: CR33 – volume: 12 start-page: 800 issue: 2 year: 2012 end-page: 806 ident: CR5 article-title: HGA: hybrid genetic algorithm in fuzzy rule-based classification systems for high-dimensional problems publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2011.10.010 – volume: 49 start-page: 2 issue: 4 year: 2004 end-page: 6 ident: CR30 article-title: Disaster preparedness: what do we do now? publication-title: J Midwifery Women’s Health doi: 10.1016/j.jmwh.2004.05.003 – ident: CR56 – ident: CR27 – volume: 126 start-page: 76 issue: 1 year: 2010 end-page: 84 ident: CR41 article-title: Stochastic optimization of medical supply location and distribution in disaster management publication-title: Int J Product Econ doi: 10.1016/j.ijpe.2009.10.004 – ident: CR23 – volume: 8 start-page: 89 issue: 1 year: 2008 end-page: 104 ident: CR11 article-title: Multi-objective decision making by reference point theory for a wellbeing economy publication-title: Oper Res Int J doi: 10.1007/s12351-008-0013-7 – volume: 4 start-page: 79 issue: 3 year: 2012 end-page: 92 ident: CR22 article-title: Vulnerability assessment due to the floods in Tehran publication-title: Relief Rescue Q – ident: CR3 – volume: 11 start-page: 113 year: 1987 end-page: 115 ident: CR31 article-title: The logistics of bulk relief suppliers publication-title: Disaster doi: 10.1111/j.1467-7717.1987.tb00624.x – ident: CR17 – ident: CR13 – volume: 55 start-page: 43 issue: 1 year: 2004 end-page: 53 ident: CR7 article-title: A two-stage stochastic programming framework for transportation planning in disaster response publication-title: J Oper Res Soc doi: 10.1057/palgrave.jors.2601652 – volume: 175 start-page: 475 issue: 1 year: 2006 end-page: 493 ident: CR2 article-title: OR/MS research in disaster operations management publication-title: Eur J Oper Res doi: 10.1016/j.ejor.2005.05.016 – volume: 70 start-page: 1291 issue: 5–8 year: 2014 end-page: 1302 ident: CR8 article-title: A multi-objective relief chain location distribution model for urban disaster management publication-title: Int J Adv Manuf Technol doi: 10.1007/s00170-013-5379-x – volume: 161 start-page: 2668 issue: 20 year: 2010 end-page: 2683 ident: CR43 article-title: A possibilistic programming approach for closed-loop supply chain network design under uncertainty publication-title: Fuzzy Sets Syst doi: 10.1016/j.fss.2010.04.010 – ident: CR34 – volume: 4 start-page: 437 year: 2004 end-page: 449 ident: CR54 article-title: Pan-American health organization’s humanitarian supply management system: de-politicization of the humanitarian supply chain by creating accountability publication-title: J Public Procure doi: 10.1108/JOPP-04-03-2004-B005 – volume: 19 start-page: 561 issue: 5 year: 2010 end-page: 574 ident: CR49 article-title: Stochastic optimization for natural disaster asset prepositioning publication-title: Prod Oper Manag doi: 10.1111/j.1937-5956.2009.01119.x – volume: 57 start-page: 58 issue: 1 year: 2010 end-page: 70 ident: CR38 article-title: A facility reliability problem: formulation, properties, and algorithm publication-title: Naval Res Logist (NRL) – ident: CR24 – volume: 6 start-page: 4237 year: 2005 end-page: 4252 ident: CR32 article-title: Shelter location-allocation model for flood evacuation planning publication-title: J East Asia Soc Transp Stud – volume: 52 start-page: 168 year: 2015 end-page: 179 ident: CR1 article-title: Risk based facility location by using fault tree analysis in disaster management publication-title: Omega doi: 10.1016/j.omega.2014.04.003 – volume: 25 start-page: 439 issue: 6 year: 1991 end-page: 452 ident: CR52 article-title: A location-allocation model and algorithm for evacuation planning under hurricane/flood conditions publication-title: Transp Res Part B doi: 10.1016/0191-2615(91)90037-J – volume: 35 start-page: 905 issue: 4 year: 2013 ident: 285_CR10 publication-title: OR Spectr doi: 10.1007/s00291-011-0268-x – ident: 285_CR42 doi: 10.1007/978-1-4419-7997-1_68 – volume: 46 start-page: 46 issue: 1 year: 2012 ident: 285_CR46 publication-title: Socio-Econ Plan Sci doi: 10.1016/j.seps.2011.10.002 – ident: 285_CR34 doi: 10.1109/INTLEC.2011.6099777 – volume: 46 start-page: 313 issue: 2 year: 2004 ident: 285_CR25 publication-title: Comput Ind Eng doi: 10.1016/j.cie.2003.12.010 – volume: 46 start-page: 112 issue: 2 year: 2012 ident: 285_CR39 publication-title: Socio-Econ Plan Sci doi: 10.1016/j.seps.2012.01.001 – volume: 62 start-page: 624 issue: 2 year: 2012 ident: 285_CR44 publication-title: Comput Ind Eng doi: 10.1016/j.cie.2011.11.028 – year: 2015 ident: 285_CR53 publication-title: Oper Res doi: 10.1007/s12351-015-0216-7 – volume: 57 start-page: 58 issue: 1 year: 2010 ident: 285_CR38 publication-title: Naval Res Logist (NRL) doi: 10.1002/nav.20385 – volume: 4 start-page: 437 year: 2004 ident: 285_CR54 publication-title: J Public Procure doi: 10.1108/JOPP-04-03-2004-B005 – volume: 40 start-page: 901 issue: 4 year: 2013 ident: 285_CR36 publication-title: Comput Oper Res doi: 10.1016/j.cor.2012.11.012 – volume: 55 start-page: 43 issue: 1 year: 2004 ident: 285_CR7 publication-title: J Oper Res Soc doi: 10.1057/palgrave.jors.2601652 – ident: 285_CR17 – ident: 285_CR13 – volume: 6 start-page: 1123 issue: 6 year: 2012 ident: 285_CR20 publication-title: Optim Lett doi: 10.1007/s11590-011-0421-0 – volume-title: Introduction to stochastic programming year: 2011 ident: 285_CR9 doi: 10.1007/978-1-4614-0237-4 – volume-title: Multi-objective optimization using evolutionary algorithms year: 2001 ident: 285_CR16 – volume: 70 start-page: 1291 issue: 5–8 year: 2014 ident: 285_CR8 publication-title: Int J Adv Manuf Technol doi: 10.1007/s00170-013-5379-x – volume: 126 start-page: 76 issue: 1 year: 2010 ident: 285_CR41 publication-title: Int J Product Econ doi: 10.1016/j.ijpe.2009.10.004 – ident: 285_CR14 doi: 10.1007/1-4020-8066-2_3 – volume: 25 start-page: 439 issue: 6 year: 1991 ident: 285_CR52 publication-title: Transp Res Part B doi: 10.1016/0191-2615(91)90037-J – volume: 52 start-page: 168 year: 2015 ident: 285_CR1 publication-title: Omega doi: 10.1016/j.omega.2014.04.003 – volume: 42 start-page: 25 issue: 2 year: 2011 ident: 285_CR45 publication-title: Comput Oper Res – volume: 19 start-page: 561 issue: 5 year: 2010 ident: 285_CR49 publication-title: Prod Oper Manag doi: 10.1111/j.1937-5956.2009.01119.x – volume: 19 start-page: 821 year: 2011 ident: 285_CR58 publication-title: J Transp Geogr doi: 10.1016/j.jtrangeo.2010.10.006 – volume: 24 start-page: 565 issue: 06 year: 2009 ident: 285_CR19 publication-title: Prehosp Disaster Med doi: 10.1017/S1049023X00007524 – ident: 285_CR24 doi: 10.1007/978-3-642-12139-5_8 – volume: 3226 start-page: 7 year: 2014 ident: 285_CR28 publication-title: World Econ Newsp – volume: 5 start-page: 197 issue: 4 year: 2009 ident: 285_CR4 publication-title: Am J Disaster Med doi: 10.5055/ajdm.2010.0025 – volume: 11 start-page: 113 year: 1987 ident: 285_CR31 publication-title: Disaster doi: 10.1111/j.1467-7717.1987.tb00624.x – volume: 161 start-page: 2668 issue: 20 year: 2010 ident: 285_CR43 publication-title: Fuzzy Sets Syst doi: 10.1016/j.fss.2010.04.010 – ident: 285_CR56 – ident: 285_CR35 doi: 10.1109/INTLEC.2006.251644 – volume: 35 start-page: 41 issue: 1 year: 2000 ident: 285_CR21 publication-title: Saf Sci doi: 10.1016/S0925-7535(00)00021-7 – volume: 12 start-page: 12 issue: 1 year: 1987 ident: 285_CR26 publication-title: Disasters doi: 10.1111/j.1467-7717.1988.tb01149.x – volume: 6 start-page: 4237 year: 2005 ident: 285_CR32 publication-title: J East Asia Soc Transp Stud – ident: 285_CR27 doi: 10.1007/978-3-642-41019-2_16 – volume: 177 start-page: 1599 issue: 3 year: 2007 ident: 285_CR29 publication-title: Eur J Oper Res doi: 10.1016/j.ejor.2005.10.002 – volume: 43 start-page: 660 year: 2007 ident: 285_CR59 publication-title: Transp Res – ident: 285_CR57 doi: 10.1007/978-3-642-13520-0_35 – volume: 198 start-page: 305 year: 2009 ident: 285_CR47 publication-title: Eur J Oper Res doi: 10.1016/j.ejor.2008.07.032 – ident: 285_CR37 doi: 10.2991/978-94-91216-74-9_3 – volume: 2 start-page: 379 issue: 4 year: 1992 ident: 285_CR51 publication-title: J Global Optim doi: 10.1007/BF00122429 – volume: 11 start-page: 101 issue: 2 year: 2008 ident: 285_CR6 publication-title: Int J Logist doi: 10.1080/13675560701561789 – volume: 8 start-page: 89 issue: 1 year: 2008 ident: 285_CR11 publication-title: Oper Res Int J doi: 10.1007/s12351-008-0013-7 – ident: 285_CR18 doi: 10.1109/ICIF.2002.1021005 – volume: 49 start-page: 2 issue: 4 year: 2004 ident: 285_CR30 publication-title: J Midwifery Women’s Health doi: 10.1016/j.jmwh.2004.05.003 – volume: 12 start-page: 800 issue: 2 year: 2012 ident: 285_CR5 publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2011.10.010 – volume: 34 start-page: 35 year: 1993 ident: 285_CR15 publication-title: Sloan Manag Rev – volume: 54 start-page: 255 issue: 4 year: 2009 ident: 285_CR50 publication-title: Networks doi: 10.1002/net.20337 – ident: 285_CR3 doi: 10.1109/ICC.2006.255709 – volume: 43 start-page: 737 issue: 6 year: 2007 ident: 285_CR12 publication-title: Transp Res Part E Logist Transp Rev doi: 10.1016/j.tre.2006.10.013 – ident: 285_CR23 – volume: 175 start-page: 475 issue: 1 year: 2006 ident: 285_CR2 publication-title: Eur J Oper Res doi: 10.1016/j.ejor.2005.05.016 – volume: 19 start-page: 1363 issue: 6 year: 1971 ident: 285_CR55 publication-title: Oper Res doi: 10.1287/opre.19.6.1363 – ident: 285_CR33 doi: 10.1109/INTLEC.2009.5352094 – volume: 4 start-page: 79 issue: 3 year: 2012 ident: 285_CR22 publication-title: Relief Rescue Q – volume: 11 start-page: 129 issue: 20 year: 2011 ident: 285_CR48 publication-title: J Appl Res Geogr Sci – volume: 40 start-page: 926 year: 2008 ident: 285_CR40 publication-title: J Asian Earth Sci doi: 10.1016/j.jseaes.2010.07.014
SSID	ssj0000327848 ssib004298988
Score	2.2407079
Snippet	In humanitarian relief logistics, providing a safe place for evacuees, supplying relief commodities and designing a proper telecommunication infrastructure,...
SourceID	proquest crossref springer
SourceType	Aggregation Database Enrichment Source Index Database Publisher
StartPage	59
SubjectTerms	Business and Management Case studies Commodities Computational Intelligence Disaster relief Distribution centers Humanitarian aid Humanitarianism Logistics Management Science Multiple objective analysis Nonlinearity Operations Research Operations Research/Decision Theory Original Paper Shelters Stochastic programming Towers
SummonAdditionalLinks	– databaseName: SpringerLink Contemporary dbid: RSV link: http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LSwMxEA5SPejBt1itkoMnZaG7SXYTbyIWT0XwQW9LnljRVrqtYH-DP9pJdtdWUUHPO7ssmWTyDTPzfQgdcWd4EqcWThqjEeBbGklrRaQSQ6jhwmS0FJvIul3e64mrao67qLvd65JkiNSzYbeEMJ_6-qZZziKIu4vMk834FP36bj7A8pqDK4Rj4mtrYSQu9tUEznhd3fzuq5_vpxno_FInDddPZ-1fP76OViu0ic_K7bGBFuxgE63McRBuobfOZDp9xaGxMBqqhzIAYsCE-l56EmdctXA9gTkOwjkYgC42_UJ6kgU8sgBjHS5Hifq6wLrSAPX2Yy-zMz-DgmFHj2TJWjuBVP8US6zhJsWB53Yb3XYubs4vo0qiIdIkI-PIxJw7WF5AcU7H3AG4AkwTCyEhERK2TSUTKbec2lQ5qjThTBjjvMa5E9YpsoMag-HA7iIMuZVNlKEQFAhtSwo-FJnjVjrFUilVE7Vrx-S64i_3MhqP-Yx52S907nvW_ELnSRMdf7zyXJJ3_Gbcqr2dV-e4yD2ATDPI0UgTndTenT3-8WN7f7LeR8uAw0TZ2tZCDfCBPUBL-mXcL0aHYXu_A5rV9Pw priority: 102 providerName: Springer Nature
Title	Fuzzy multi-objective stochastic programming model for disaster relief logistics considering telecommunication infrastructures: a case study
URI	https://link.springer.com/article/10.1007/s12351-016-0285-2 https://www.proquest.com/docview/2183676423
Volume	19
WOSCitedRecordID	wos000459380000003&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: PRVAVX databaseName: SpringerLink Contemporary customDbUrl: eissn: 1866-1505 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000327848 issn: 1109-2858 databaseCode: RSV dateStart: 20010101 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/eLvHCXMwpV1Lb9QwEB5BywEOvFG3lMoHTiCLTewkdi8Iqq566apqeZRT5PghFtHdstlWor-hP5oZx2EXpPbSi6UojqVknJnPnvH3AbxWwak8Kz3-aYXkiG8lN95r3uROSKe0q2QnNlGNx-rkRB-mDbc2lVX2PjE6ajeztEf-jkJ5WSFaFu_PfnFSjaLsapLQuAvrGKgLUjCovn5b9bWqp-OKnllQmi2ejssosaAK1Sc642m6XBS0tqaqXFXw_N9QtcSf_6VMYyQaPbrtOzyGhwmDsg_dpHkCd_z0KTxYYSZ8Blej88vL3yyWG_JZ86NziwyRov1uiNqZpcKuU-zOopwOQ_jL3KQ1RL3A5h7BbWDdAaOJbZlNyqDUf0HiO6snUxjO87npuGzP577dYYZZjK8sst8-h8-jvU-7-zwJN3ArKrHgLlMq4JdGbBdspgJCLkQ6mdYGl0faD6UpdKm8kr5sgmysUIV2LpDyedA-NOIFrE1nU78BDFdcPm-cRFch5NBINKeugvImNEVpTDOAYW-j2iZWcxLX-Fkv-ZjJrDVVspFZ63wAb_4-ctZRetzUeas3ZZ3-7rZe2nEAb_vJsLx97WCbNw_2Eu4jHNNdhdsWrOFH96_gnr1YTNr5dpza27D-cW98eIRXB8NdaqtjbI-Ov_wBCnEEcg
linkProvider	ProQuest
linkToHtml	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1Lb9QwEB6VFgk40PISC4X6UC4gq5vYSWykCqHCqlXbFYci9RYcP8Qi2C2bLaj9DfwWfmNnnIRdkOith57j-ODM43Nm5vsANlVwKk1yj56WSY74VnLjveZV6oR0SrtCNmITxXCojo_1hyX43c3CUFtlFxNjoHYTS__ItyiV5wWiZfHm5Dsn1SiqrnYSGo1Z7Puzn3hlq7f33uH3fZGmg_dHO7u8VRXgVhRixl2iVCgUMYkHm6iAeADTcKK1QeyufV-aTOfKK-nzKsjKCpVp5wLJcgftQyVw3xuwIvHiRX512N9ZjO2qo_-KmUBQWS9O4yVUyFCZ6gqrcXovFRnd5akLWGU8_Ts1zvHuPyXamPkGq9ftzNbgboux2dvGKe7Bkh_fhzsLzIsP4Nfg9Pz8jMV2Sj6pvjRhnyEStp8NUVeztnHtGy5nUS6IIbxnblQbopZgU4_gPbBmgGpka2Zb5VNaPyNxocXJG4Z-PDUNV-_p1NevmWEW8QOL7L4P4eOVHMcjWB5Pxv4xMLxR-rRyEkOhkH0j0Xx0EZQ3ocpyY6oe9DubKG3L2k7iIV_LOd80mVFJnXpkRmXag5d_XjlpKEsuW7zemU7ZRq-6nNtND151xjd__N_Nnly-2Qbc2j06PCgP9ob7T-E2Qk_ddPOtwzJ-AP8Mbtofs1E9fR7disGnq7bJCzFiWx4
linkToPdf	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1NbxMxEB2VFKH2QPmqSCngA1xAVrNr766NhKrSNqIqiiIEUm-L1x8iCJI2m7Zqf0N_Eb-Omf0gAYneeuAcxwfneeY5M_MewAsVnIqj1ONNSyRHfiu58V7zInZCOqVdJmuziWwwUEdHergEP9tZGGqrbGNiFajdxNJ_5FuUytMM2bLYCk1bxHCvv318wslBiiqtrZ1GDZFDf3GOz7fy7cEe_tYv47i__2n3PW8cBrgVmZhxFykVMkWq4sFGKiA3wJQcaW2Qx2vfkybRqfJK-rQIsrBCJdq5QBbdQftQCNz3FixnAh89HVh-tz8YflyM9KoVA6vygqAiXzWbF1FZQyWqLbNWs3yxSOhlTz3BKuHxn4lyzn7_KthWebC_9j-f4D2427BvtlNfl_uw5McPYHVBk_EhXPVPLy8vWNVoySfFtzohMOTI9qshUWvWtLT9wOWsMhJiSPyZG5WGRCfY1COtD6werRrZktnGE5XWz8h2aHEmh-ENn5paxfd06ss3zDCLzIJVur-P4PONHMc6dMaTsX8MDN-aPi6cxCApZM9IhJLOgvImFElqTNGFXouP3DZ67mQr8j2fK1ETpHLq4SNI5XEXXv3-ynEtZnLd4s0WRnkT18p8jqEuvG6BOP_4n5ttXL_Zc7iDUMw_HAwOn8AKclJdt_ltQgfP3z-F2_ZsNiqnz5o7xuDLTYPyF5gBZVw
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=Fuzzy+multi-objective+stochastic+programming+model+for+disaster+relief+logistics+considering+telecommunication+infrastructures%3A+a+case+study&rft.jtitle=Operational+research&rft.au=Mohamadi%2C+Ahmad&rft.au=Yaghoubi%2C+Saeed&rft.au=Mir+Saman+Pishvaee&rft.date=2019-03-01&rft.pub=Springer+Nature+B.V&rft.issn=1109-2858&rft.eissn=1866-1505&rft.volume=19&rft.issue=1&rft.spage=59&rft.epage=99&rft_id=info:doi/10.1007%2Fs12351-016-0285-2&rft.externalDBID=HAS_PDF_LINK
thumbnail_l	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1109-2858&client=summon
thumbnail_m	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1109-2858&client=summon
thumbnail_s	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1109-2858&client=summon