Uncertain random goal programming
Goal programming provides an efficient technique to deal with decision making problems with multiple conflicting objectives. This paper joins the streams of research on goal programming by providing a so-called uncertain random goal programming to model the multi-objective optimization problem invol...
Gespeichert in:
| Veröffentlicht in: | Fuzzy optimization and decision making Jg. 17; H. 4; S. 375 - 386 |
|---|---|
| 1. Verfasser: | |
| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
New York
Springer US
01.12.2018
Springer Nature B.V |
| Schlagworte: | |
| ISSN: | 1568-4539, 1573-2908 |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| Abstract | Goal programming provides an efficient technique to deal with decision making problems with multiple conflicting objectives. This paper joins the streams of research on goal programming by providing a so-called uncertain random goal programming to model the multi-objective optimization problem involving uncertain random variables. Several equivalent deterministic forms are derived on the condition that the set of parameters consists of uncertain variables and random variables. Finally, an example is given to illustrate the application of the approach. |
|---|---|
| AbstractList | Goal programming provides an efficient technique to deal with decision making problems with multiple conflicting objectives. This paper joins the streams of research on goal programming by providing a so-called uncertain random goal programming to model the multi-objective optimization problem involving uncertain random variables. Several equivalent deterministic forms are derived on the condition that the set of parameters consists of uncertain variables and random variables. Finally, an example is given to illustrate the application of the approach. |
| Author | Qin, Zhongfeng |
| Author_xml | – sequence: 1 givenname: Zhongfeng surname: Qin fullname: Qin, Zhongfeng email: qin@buaa.edu.cn organization: School of Economics and Management, Beihang University, Key Laboratory of Complex System Analysis, Management and Decision (Beihang University), Ministry of Education |
| BookMark | eNp9kEtLAzEUhYNUsK3-AHcV19HcPJpkKcUXFNzYdUgymWFKJ6nJdOG_d4ZxIYJu7r2L891zOAs0iykGhK6B3AEh8r4AkYRgAhJrKodxhuYgJMNUEzUb77XCXDB9gRal7AmBNRVqjm520Yfc2zauso1V6lZNsofVMacm265rY3OJzmt7KOHqey_R7unxffOCt2_Pr5uHLfaMqx67WgcnqAq6EjxQ661WzkpJQVacOqYkaC3qGoJkVPi1AqeC445pO0b3bIlup7-D98cplN7s0ynHwdKAlgq4llwPKjmpfE6l5FAb3_a2b1Pss20PBogZ-zBTH2bow4x9mJGEX-Qxt53Nn_8ydGLKoI1NyD8y_Ql9AQircr0 |
| CitedBy_id | crossref_primary_10_1016_j_cam_2023_115567 crossref_primary_10_1007_s00500_018_3492_3 crossref_primary_10_1016_j_cie_2021_107453 crossref_primary_10_1109_ACCESS_2020_2983130 crossref_primary_10_1007_s10700_023_09413_7 crossref_primary_10_1007_s00500_022_07305_3 crossref_primary_10_1111_itor_13233 crossref_primary_10_1007_s00500_021_05813_2 crossref_primary_10_1007_s13042_018_0852_3 crossref_primary_10_1007_s12652_020_02475_0 crossref_primary_10_1007_s00500_022_06898_z crossref_primary_10_32604_cmc_2022_023126 crossref_primary_10_3390_math11183929 crossref_primary_10_3390_sym14091790 crossref_primary_10_1007_s00500_019_04132_x crossref_primary_10_1016_j_eswa_2023_122059 crossref_primary_10_1007_s00500_018_03714_5 crossref_primary_10_1109_ACCESS_2020_2990574 |
| Cites_doi | 10.1007/s00500-014-1361-2 10.1016/S0377-2217(96)00024-0 10.1186/s40467-015-0036-6 10.1016/0165-0114(87)90111-4 10.1111/j.1540-5915.1980.tb01142.x 10.1007/s10700-012-9149-2 10.1111/j.1540-5915.1981.tb00102.x 10.1016/j.cie.2003.09.010 10.1016/S0377-2217(00)00298-8 10.1007/s10700-014-9183-3 10.1016/0377-2217(93)90348-Q 10.1016/S0377-2217(00)00084-9 10.1007/s00500-012-0935-0 10.1007/978-3-642-13959-8 10.1109/91.771090 10.1016/j.amc.2009.12.065 10.1287/opre.16.3.576 10.1002/mcda.1466 10.1016/S0898-1221(97)00237-X |
| ContentType | Journal Article |
| Copyright | Springer Science+Business Media, LLC, part of Springer Nature 2017 Fuzzy Optimization and Decision Making is a copyright of Springer, (2017). All Rights Reserved. |
| Copyright_xml | – notice: Springer Science+Business Media, LLC, part of Springer Nature 2017 – notice: Fuzzy Optimization and Decision Making is a copyright of Springer, (2017). All Rights Reserved. |
| DBID | AAYXX CITATION 3V. 7SC 7TB 7WY 7WZ 7XB 87Z 8AL 8FD 8FE 8FG 8FK 8FL ABUWG AFKRA ARAPS AZQEC BENPR BEZIV BGLVJ CCPQU DWQXO FR3 FRNLG F~G GNUQQ HCIFZ JQ2 K60 K6~ K7- KR7 L.- L7M L~C L~D M0C M0N P5Z P62 PHGZM PHGZT PKEHL PQBIZ PQBZA PQEST PQGLB PQQKQ PQUKI PRINS Q9U |
| DOI | 10.1007/s10700-017-9277-9 |
| DatabaseName | CrossRef ProQuest Central (Corporate) Computer and Information Systems Abstracts Mechanical & Transportation Engineering Abstracts ProQuest ABI/INFORM Collection ABI/INFORM Global (PDF only) ProQuest Central (purchase pre-March 2016) ABI/INFORM Collection Computing Database (Alumni Edition) Technology Research Database ProQuest SciTech Collection ProQuest Technology Collection ProQuest Central (Alumni) (purchase pre-March 2016) ABI/INFORM Collection (Alumni Edition) ProQuest Central (Alumni) ProQuest Central UK/Ireland Advanced Technologies & Computer Science Collection ProQuest Central Essentials ProQuest Central Business Premium Collection Technology Collection ProQuest One ProQuest Central Engineering Research Database Business Premium Collection (Alumni) ABI/INFORM Global (Corporate) ProQuest Central Student SciTech Premium Collection ProQuest Computer Science Collection ProQuest Business Collection (Alumni Edition) ProQuest Business Collection Computer Science Database Civil Engineering Abstracts ABI/INFORM Professional Advanced Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional ABI/INFORM Global Computing Database ProQuest advanced technologies & aerospace journals ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Premium ProQuest One Academic ProQuest One Academic Middle East (New) ProQuest One Business (OCUL) ProQuest One Business (Alumni) ProQuest One Academic Eastern Edition (DO NOT USE) One Applied & Life Sciences ProQuest One Academic (retired) ProQuest One Academic UKI Edition ProQuest Central China ProQuest Central Basic |
| DatabaseTitle | CrossRef ABI/INFORM Global (Corporate) ProQuest Business Collection (Alumni Edition) ProQuest One Business Computer Science Database ProQuest Central Student Technology Collection Technology Research Database Computer and Information Systems Abstracts – Academic ProQuest One Academic Middle East (New) Mechanical & Transportation Engineering Abstracts ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Essentials ProQuest Computer Science Collection Computer and Information Systems 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 Central Korea ProQuest Central (New) Advanced Technologies Database with Aerospace ABI/INFORM Complete (Alumni Edition) Advanced Technologies & Aerospace Collection Business Premium Collection Civil Engineering Abstracts ABI/INFORM Global ProQuest Computing ABI/INFORM Global (Alumni Edition) ProQuest Central Basic ProQuest Computing (Alumni Edition) ProQuest One Academic Eastern Edition ProQuest Technology Collection ProQuest SciTech Collection ProQuest Business Collection Computer and Information Systems Abstracts Professional Advanced Technologies & Aerospace Database ProQuest One Academic UKI Edition ProQuest One Business (Alumni) Engineering Research Database ProQuest One Academic ProQuest Central (Alumni) ProQuest One Academic (New) Business Premium Collection (Alumni) |
| 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 Mathematics Computer Science |
| EISSN | 1573-2908 |
| EndPage | 386 |
| ExternalDocumentID | 10_1007_s10700_017_9277_9 |
| GrantInformation_xml | – fundername: National Natural Science Foundation of China grantid: 71371019 funderid: http://dx.doi.org/10.13039/501100001809 – fundername: Fundamental Research Funds for the Central Universities grantid: YWF-16-BJ-Y-20 |
| GroupedDBID | -5D -5G -BR -EM -XX -Y2 -~C .4S .86 .DC .VR 06D 0R~ 0VY 1N0 203 29H 2J2 2JN 2JY 2KG 2LR 2P1 2VQ 2~H 3-Y 30V 3V. 4.4 406 408 409 40D 40E 5GY 5VS 67Z 6NX 7WY 8FE 8FG 8FL 8FW 8TC 8UJ 8VB 95- 95. 95~ 96X AAAVM AABHQ AACDK AAHNG AAIAL AAJBT AAJKR AANZL AARHV AARTL AASML AATNV AATVU AAUYE AAWCG AAYIU AAYQN AAYTO AAYZH ABAKF ABBBX ABBXA ABDZT ABECU ABFTD ABFTV ABHLI ABHQN ABJNI ABJOX ABKCH ABKTR ABMNI ABMQK ABNWP ABQBU ABQSL ABSXP ABTEG ABTHY ABTKH ABTMW ABULA ABUWG ABWNU ABXPI ACAOD ACBXY ACDTI ACGFO ACGFS ACHSB ACHXU ACIWK ACKNC ACMDZ ACMLO ACOKC ACOMO ACPIV ACREN ACSNA ACZOJ ADHHG ADHIR ADINQ ADKNI ADKPE ADRFC ADTPH ADURQ ADYFF ADYOE ADZKW AEBTG AEFQL AEGAL AEGNC AEJHL AEJRE AEKMD AEMSY AENEX AEOHA AEPYU AESKC AETLH AEVLU AEXYK AFBBN AFGCZ AFKRA AFLOW AFQWF AFWTZ AFYQB AFZKB AGAYW AGDGC AGJBK AGMZJ AGQEE AGQMX AGRTI AGWIL AGWZB AGYKE AHAVH AHBYD AHKAY AHQJS AHSBF AHYZX AIAKS AIGIU AIIXL AILAN AITGF AJBLW AJRNO AJZVZ AKVCP ALMA_UNASSIGNED_HOLDINGS ALWAN AMKLP AMTXH AMXSW AMYLF AMYQR AOCGG ARAPS ARCSS ARMRJ ASPBG AVWKF AXYYD AYJHY AZFZN AZQEC B-. BA0 BAPOH BDATZ BENPR BEZIV BGLVJ BGNMA BPHCQ BSONS CAG CCPQU COF CS3 CSCUP DDRTE DL5 DNIVK DPUIP DU5 DWQXO EBLON EBS EBU EDO EIOEI EIS EJD ESBYG FEDTE FERAY FFXSO FIGPU FINBP FNLPD FRNLG FRRFC FSGXE FWDCC GGCAI GGRSB GJIRD GNUQQ GNWQR GQ6 GQ7 GQ8 GROUPED_ABI_INFORM_COMPLETE GROUPED_ABI_INFORM_RESEARCH GXS H13 HCIFZ HF~ HG5 HG6 HLICF HMJXF HQYDN HRMNR HVGLF HZ~ I09 IHE IJ- IKXTQ IWAJR IXC IXD IXE IZIGR IZQ I~X I~Z J-C J0Z J9A JBSCW JCJTX JZLTJ K1G K60 K6V K6~ K7- KDC KOV LAK LLZTM M0C M0N M4Y MA- N2Q NB0 NPVJJ NQJWS NU0 O9- O93 O9J OAM OVD P2P P62 P9O PF0 PQBIZ PQBZA PQQKQ PROAC PT4 Q2X QOS QWB R89 R9I RNI ROL RPX RSV RZC RZE S16 S1Z S27 S3B SAP SDH SHX SISQX SJYHP SMT SNE SNPRN SNX SOHCF SOJ SPISZ SRMVM SSLCW STPWE SZN T13 TEORI TH9 TSG TSK TSV TUC TUS U2A UG4 UOJIU UTJUX UZXMN VC2 VFIZW W23 W48 WK8 YLTOR Z45 ZL0 ZMTXR ~8M ~A9 AAPKM AAYXX ABBRH ABDBE ABFSG ABRTQ ACSTC ADHKG AEZWR AFDZB AFFHD AFHIU AFOHR AGQPQ AHPBZ AHWEU AIXLP AMVHM ATHPR AYFIA CITATION PHGZM PHGZT PQGLB 7SC 7TB 7XB 8AL 8FD 8FK FR3 JQ2 KR7 L.- L7M L~C L~D PKEHL PQEST PQUKI PRINS Q9U |
| ID | FETCH-LOGICAL-c348t-bf9eb528e9d54e2aca98ba77217d42b3871995ff1e7325c681b8eb4b39a1070c3 |
| IEDL.DBID | 7WY |
| ISICitedReferencesCount | 20 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000450663500001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 1568-4539 |
| IngestDate | Tue Nov 04 22:20:57 EST 2025 Tue Nov 18 22:44:07 EST 2025 Sat Nov 29 06:10:59 EST 2025 Fri Feb 21 02:34:55 EST 2025 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 4 |
| Keywords | Uncertain random goal programming Uncertain random variable Uncertain random programming Goal programming Uncertainty theory |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c348t-bf9eb528e9d54e2aca98ba77217d42b3871995ff1e7325c681b8eb4b39a1070c3 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
| PQID | 1978149749 |
| PQPubID | 25821 |
| PageCount | 12 |
| ParticipantIDs | proquest_journals_1978149749 crossref_citationtrail_10_1007_s10700_017_9277_9 crossref_primary_10_1007_s10700_017_9277_9 springer_journals_10_1007_s10700_017_9277_9 |
| PublicationCentury | 2000 |
| PublicationDate | 2018-12-01 |
| PublicationDateYYYYMMDD | 2018-12-01 |
| PublicationDate_xml | – month: 12 year: 2018 text: 2018-12-01 day: 01 |
| PublicationDecade | 2010 |
| PublicationPlace | New York |
| PublicationPlace_xml | – name: New York |
| PublicationSubtitle | A Journal of Modeling and Computation Under Uncertainty |
| PublicationTitle | Fuzzy optimization and decision making |
| PublicationTitleAbbrev | Fuzzy Optim Decis Making |
| PublicationYear | 2018 |
| Publisher | Springer US Springer Nature B.V |
| Publisher_xml | – name: Springer US – name: Springer Nature B.V |
| References | Ke, Su, Ni (CR9) 2014; 19 Liu (CR19) 2012; 12 Hannan (CR7) 1981; 12 Ballestero (CR3) 2001; 131 Liu (CR14) 2009; 3 Contini (CR6) 1968; 16 Parra, Terol, Uría (CR23) 2001; 133 Charnes, Cooper (CR5) 1961 Kumar, Vrat, Shankar (CR10) 2004; 46 Zhou, Yang, Wang (CR26) 2014; 13 Liu (CR17) 2010; 4 Aouni, Abdelaziz, Torre (CR1) 2012; 19 Aouni, Torre (CR2) 2010; 215 Tiwari, Dharmar, Rao (CR25) 1987; 24 Liu, Chen (CR21) 2015; 3 Liu (CR15) 2010 Liu (CR11) 1997; 34 Narasimhan (CR22) 1980; 11 Ijiri (CR8) 1965 Liu (CR20) 2013; 17 Liu (CR18) 2011; 5 Liu (CR16) 2010; 4 Chang, Wang (CR4) 1997; 99 Liu (CR13) 2007 Liu (CR12) 1999; 7 Retzlaff-Roberts (CR24) 1993; 71 B Liu (9277_CR11) 1997; 34 A Charnes (9277_CR5) 1961 B Liu (9277_CR16) 2010; 4 DL Retzlaff-Roberts (9277_CR24) 1993; 71 B Liu (9277_CR13) 2007 E Ballestero (9277_CR3) 2001; 131 YH Liu (9277_CR19) 2012; 12 MA Parra (9277_CR23) 2001; 133 EL Hannan (9277_CR7) 1981; 12 B Aouni (9277_CR1) 2012; 19 M Kumar (9277_CR10) 2004; 46 R Narasimhan (9277_CR22) 1980; 11 B Contini (9277_CR6) 1968; 16 B Liu (9277_CR15) 2010 J Zhou (9277_CR26) 2014; 13 B Liu (9277_CR17) 2010; 4 B Liu (9277_CR14) 2009; 3 B Aouni (9277_CR2) 2010; 215 B Liu (9277_CR12) 1999; 7 YH Liu (9277_CR20) 2013; 17 B Liu (9277_CR18) 2011; 5 N Chang (9277_CR4) 1997; 99 Y Ijiri (9277_CR8) 1965 H Ke (9277_CR9) 2014; 19 B Liu (9277_CR21) 2015; 3 RN Tiwari (9277_CR25) 1987; 24 |
| References_xml | – volume: 19 start-page: 1739 issue: 6 year: 2014 end-page: 1746 ident: CR9 article-title: Uncertain random multilevel programming with application to product control problem publication-title: Soft Computing doi: 10.1007/s00500-014-1361-2 – volume: 99 start-page: 303 issue: 2 year: 1997 end-page: 321 ident: CR4 article-title: A fuzzy goal programming approach for the optimal planning of metropolitan solid waste management systems publication-title: European Journal of Operational Research doi: 10.1016/S0377-2217(96)00024-0 – volume: 3 start-page: 10 year: 2015 ident: CR21 article-title: Uncertain multiobjective programming and uncertain goal programming publication-title: Journal of Uncertainty Analysis and Applications doi: 10.1186/s40467-015-0036-6 – volume: 24 start-page: 27 issue: 1 year: 1987 end-page: 34 ident: CR25 article-title: Fuzzy goal programming—An additive model publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(87)90111-4 – year: 1965 ident: CR8 publication-title: Management goals and accounting for control – volume: 11 start-page: 325 issue: 2 year: 1980 end-page: 336 ident: CR22 article-title: Goal programming in a fuzzy environemtn publication-title: Decision Sciences doi: 10.1111/j.1540-5915.1980.tb01142.x – volume: 12 start-page: 153 issue: 2 year: 2012 end-page: 169 ident: CR19 article-title: Uncertain random programming with applications publication-title: Fuzzy Optimization and Decision Making doi: 10.1007/s10700-012-9149-2 – volume: 12 start-page: 522 issue: 3 year: 1981 end-page: 531 ident: CR7 article-title: On fuzzy goal programming publication-title: Decision Sciences doi: 10.1111/j.1540-5915.1981.tb00102.x – volume: 46 start-page: 69 issue: 1 year: 2004 end-page: 85 ident: CR10 article-title: A fuzzy goal programming approach for vendor selection problem in a supply chain publication-title: Computers and Industrial Engineering doi: 10.1016/j.cie.2003.09.010 – volume: 4 start-page: 163 issue: 3 year: 2010 end-page: 170 ident: CR17 article-title: Uncertain risk analysis and uncertain reliability analysis publication-title: Journal of Uncertain Systems – volume: 133 start-page: 287 issue: 2 year: 2001 end-page: 297 ident: CR23 article-title: A fuzzy goal programming approach to portfolio selection publication-title: European Journal of Operational Research doi: 10.1016/S0377-2217(00)00298-8 – year: 1961 ident: CR5 publication-title: Management models and industrial applications of linear progmmming – year: 2007 ident: CR13 publication-title: Uncertainty theory – volume: 13 start-page: 397 issue: 4 year: 2014 end-page: 413 ident: CR26 article-title: Multi-objective optimization in uncertain random environments publication-title: Fuzzy Optimization and Decision Making doi: 10.1007/s10700-014-9183-3 – volume: 71 start-page: 379 issue: 3 year: 1993 end-page: 397 ident: CR24 article-title: A goal-programming method of stochastic allocative data envelopment analysis publication-title: European Journal of Operational Research doi: 10.1016/0377-2217(93)90348-Q – volume: 131 start-page: 476 issue: 3 year: 2001 end-page: 481 ident: CR3 article-title: Stochastic goal programming: A mean–variance approach publication-title: European Journal of Operational Research doi: 10.1016/S0377-2217(00)00084-9 – volume: 17 start-page: 625 issue: 4 year: 2013 end-page: 634 ident: CR20 article-title: Uncertain random variables: A mixture of uncertainty and randomness publication-title: Soft Computing doi: 10.1007/s00500-012-0935-0 – year: 2010 ident: CR15 publication-title: Uncertainty theory: A branch of mathematics for modeling human uncertainty doi: 10.1007/978-3-642-13959-8 – volume: 7 start-page: 354 issue: 3 year: 1999 end-page: 360 ident: CR12 article-title: Dependent-chance programming with fuzzy decisions publication-title: IEEE Transactions on Fuzzy Sytems doi: 10.1109/91.771090 – volume: 215 start-page: 4347 year: 2010 end-page: 4357 ident: CR2 article-title: A generalized stochastic goal programming model publication-title: Applied Mathematics and Computation doi: 10.1016/j.amc.2009.12.065 – volume: 16 start-page: 576 issue: 3 year: 1968 end-page: 586 ident: CR6 article-title: A stochastic approach to goal programming publication-title: Operations Research doi: 10.1287/opre.16.3.576 – volume: 19 start-page: 185 year: 2012 end-page: 200 ident: CR1 article-title: The stochastic goal programming model: Theory and applications publication-title: Journal of Multi-Criteria Decision Analysis doi: 10.1002/mcda.1466 – volume: 4 start-page: 83 issue: 2 year: 2010 end-page: 98 ident: CR16 article-title: Uncertain set theory and uncertain inference rule with application to uncertain control publication-title: Journal of Uncertain Systems – volume: 34 start-page: 89 issue: 12 year: 1997 end-page: 104 ident: CR11 article-title: Dependent-chance programming: A class of stochastic optimization publication-title: Computers and Mathematics with Applications doi: 10.1016/S0898-1221(97)00237-X – volume: 5 start-page: 3 issue: 1 year: 2011 end-page: 20 ident: CR18 article-title: Uncertain logic for modeling human language publication-title: Journal of Uncertain Systems – volume: 3 start-page: 3 issue: 1 year: 2009 end-page: 10 ident: CR14 article-title: Some research problems in uncertainty theory publication-title: Journal of Uncertain Systems – volume: 3 start-page: 3 issue: 1 year: 2009 ident: 9277_CR14 publication-title: Journal of Uncertain Systems – volume: 5 start-page: 3 issue: 1 year: 2011 ident: 9277_CR18 publication-title: Journal of Uncertain Systems – volume: 12 start-page: 522 issue: 3 year: 1981 ident: 9277_CR7 publication-title: Decision Sciences doi: 10.1111/j.1540-5915.1981.tb00102.x – volume: 4 start-page: 83 issue: 2 year: 2010 ident: 9277_CR16 publication-title: Journal of Uncertain Systems – volume: 3 start-page: 10 year: 2015 ident: 9277_CR21 publication-title: Journal of Uncertainty Analysis and Applications doi: 10.1186/s40467-015-0036-6 – volume-title: Uncertainty theory year: 2007 ident: 9277_CR13 – volume: 71 start-page: 379 issue: 3 year: 1993 ident: 9277_CR24 publication-title: European Journal of Operational Research doi: 10.1016/0377-2217(93)90348-Q – volume: 4 start-page: 163 issue: 3 year: 2010 ident: 9277_CR17 publication-title: Journal of Uncertain Systems – volume-title: Management goals and accounting for control year: 1965 ident: 9277_CR8 – volume-title: Uncertainty theory: A branch of mathematics for modeling human uncertainty year: 2010 ident: 9277_CR15 doi: 10.1007/978-3-642-13959-8 – volume: 34 start-page: 89 issue: 12 year: 1997 ident: 9277_CR11 publication-title: Computers and Mathematics with Applications doi: 10.1016/S0898-1221(97)00237-X – volume: 11 start-page: 325 issue: 2 year: 1980 ident: 9277_CR22 publication-title: Decision Sciences doi: 10.1111/j.1540-5915.1980.tb01142.x – volume: 12 start-page: 153 issue: 2 year: 2012 ident: 9277_CR19 publication-title: Fuzzy Optimization and Decision Making doi: 10.1007/s10700-012-9149-2 – volume-title: Management models and industrial applications of linear progmmming year: 1961 ident: 9277_CR5 – volume: 19 start-page: 185 year: 2012 ident: 9277_CR1 publication-title: Journal of Multi-Criteria Decision Analysis doi: 10.1002/mcda.1466 – volume: 215 start-page: 4347 year: 2010 ident: 9277_CR2 publication-title: Applied Mathematics and Computation doi: 10.1016/j.amc.2009.12.065 – volume: 16 start-page: 576 issue: 3 year: 1968 ident: 9277_CR6 publication-title: Operations Research doi: 10.1287/opre.16.3.576 – volume: 17 start-page: 625 issue: 4 year: 2013 ident: 9277_CR20 publication-title: Soft Computing doi: 10.1007/s00500-012-0935-0 – volume: 46 start-page: 69 issue: 1 year: 2004 ident: 9277_CR10 publication-title: Computers and Industrial Engineering doi: 10.1016/j.cie.2003.09.010 – volume: 19 start-page: 1739 issue: 6 year: 2014 ident: 9277_CR9 publication-title: Soft Computing doi: 10.1007/s00500-014-1361-2 – volume: 7 start-page: 354 issue: 3 year: 1999 ident: 9277_CR12 publication-title: IEEE Transactions on Fuzzy Sytems doi: 10.1109/91.771090 – volume: 133 start-page: 287 issue: 2 year: 2001 ident: 9277_CR23 publication-title: European Journal of Operational Research doi: 10.1016/S0377-2217(00)00298-8 – volume: 131 start-page: 476 issue: 3 year: 2001 ident: 9277_CR3 publication-title: European Journal of Operational Research doi: 10.1016/S0377-2217(00)00084-9 – volume: 13 start-page: 397 issue: 4 year: 2014 ident: 9277_CR26 publication-title: Fuzzy Optimization and Decision Making doi: 10.1007/s10700-014-9183-3 – volume: 99 start-page: 303 issue: 2 year: 1997 ident: 9277_CR4 publication-title: European Journal of Operational Research doi: 10.1016/S0377-2217(96)00024-0 – volume: 24 start-page: 27 issue: 1 year: 1987 ident: 9277_CR25 publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(87)90111-4 |
| SSID | ssj0016258 |
| Score | 2.2711086 |
| Snippet | Goal programming provides an efficient technique to deal with decision making problems with multiple conflicting objectives. This paper joins the streams of... |
| SourceID | proquest crossref springer |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| StartPage | 375 |
| SubjectTerms | Artificial Intelligence Calculus of Variations and Optimal Control; Optimization Decision making Goal programming Mathematical Logic and Foundations Mathematics Mathematics and Statistics Multiple objective analysis Operations Research/Decision Theory Optimization Parameter uncertainty Probability Theory and Stochastic Processes Random variables |
| SummonAdditionalLinks | – databaseName: SpringerLINK Contemporary 1997-Present dbid: RSV link: http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3dS8MwED90-qAPTqfidEoFn5RA2zRt8iji8MUh6GRvJZekIrhN1unfb5K12xQV9LHkcqSXj7vj7n4HcBZhHGEYFURLiSShxhBeYExUhCmXVqFjoX2ziazX44OBuKvquMs6270OSfqXeqnYLXNV0PZVFT7uuAprzIHNOBf9_nEeOrAGva9_YyknCaOiDmV-x-KzMlpYmF-Col7XdJv_WuU2bFWmZXA5Ows7sGJGLWjWbRuC6ha3YHMJg9B-3c6BW8tdOO1bEp8kEFglpsfD4GlseVZZXEM7Yw_63euHqxtSdVEgiiZ8SrAQBlnMjdAsMbFUUnCU1qiOMp3ESK3HJAQrishkNGYqtXYsN5ggFdL9i6L70BiNR-YAApGplGGsqWOlZIiaJhhiZjTnJixkG8JanLmqIMZdp4uXfAGO7MSTW_HkTjy5aMP5fMrrDF_jN-JOvUd5ddXKPPKoXdYtssMX9Z4sDf_E7PBP1EewYU0lPktk6UBjOnkzx7Cu3qfP5eTEn8APHaXUFA priority: 102 providerName: Springer Nature |
| Title | Uncertain random goal programming |
| URI | https://link.springer.com/article/10.1007/s10700-017-9277-9 https://www.proquest.com/docview/1978149749 |
| Volume | 17 |
| WOSCitedRecordID | wos000450663500001&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 1997-Present customDbUrl: eissn: 1573-2908 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0016258 issn: 1568-4539 databaseCode: RSV dateStart: 20020201 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/eLvHCXMwpV1LS8QwEB509aAHV1fF9UUFT0qwbZptchIVRRCXRV1fl5JXRXAf7q7-fifd1FVBL14CbdOhfE0zXzOT-QB2IxVHKoxyYqRUJKHWEp6rmOhINbhEh65yU4hNpM0mv78XLb_gNvRpleWcWEzUpqfdGvlBVBRnQvYrDvuvxKlGueiql9CYhhl01MwpGKR3D59RBOT2xVY41uAkYVSUUc3x1rnU7anGOVoUUczvfmlCNn_ERwu3c1b97wMvwoInnMHReIQswZTt1qBaijkE_tuuwfyXyoTLsNPGk0WyQIDOzPQ6wVMPrfhsrg72WYH22enNyTnxagpE04SPiMqFVSzmVhiW2FhqKbiSSK6j1CSxovjnJATL88imNGa6gXyWW5UoKqTDStNVqHR7XbsGgUh1g6nYUGdKy1AZmqhQpdZwbsNc1iEsscy0LzXuFC9eskmRZAd_hvBnDv5M1GHv85b-uM7GX503S8gz_8kNswneddgvX9qXy78ZW__b2AbMIUfi4wyWTaiMBm92C2b1--h5ONguxts2zByfNltXeHSREmwvwxNsW-wR26vr2w9Jod_O |
| linkProvider | ProQuest |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1JS8NAFH7UBdSDdcVq1Qh6UQaTmSwzBxFxQWktHip4i5klImirtir-KX-jb7JYFezNg9dk5jHke_OWvA1g05PUk66XEp0kkvjMGMJTSYnyZMgTVOgy1dmwiajV4ldX4qIC72UtjE2rLGViJqh1V9l_5Lte1pwJrV-x__BI7NQoG10tR2jkbNEwb6_osvX2zo4Q3y1KT47bh6ekmCpAFPN5n8hUGBlQboQOfEMTlQguEzQyvUj7VDL0IIQI0tQzEaOBCtGu40b6kgk8euQqhnRHYMxnPLQ3qhGRz6gF-hJZ6V0QcuIHTJRR1LxUL7I13KgTRBY1_a4HB8btj3hspuZOqv_tA83AdGFQOwf5DZiFiunMQbUcVuEUsmsOpr50XpyHjUt8mCVDOKisdffeuekilSJb7R7XLMDlnxx7EUY73Y5ZAkdEKgwk1cySUokrNfOlKyOjOTdumtTALbGLVdFK3U70uIsHTaAt3DHCHVu4Y1GD7c8tD3kfkWGL6yXEcSFSevEA3xrslEzy5fVvxJaHE1uHidP2eTNunrUaKzCJ9iDPs3XqMNp_ejarMK5e-re9p7WM1x24_mve-QD5Ajbh |
| linkToPdf | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1JS8NAFH7UKqIHl6pY1wh6UYYmM0kzcxBxK0qlFFHwFjNLRNBWbVX8a_4632RpVdCbB6-ZyWOS7-UteRvApiepJ10vITqOJfGZMYQnkhLlyTqPUaHLRKfDJsJWi19diXYJ3otaGJtWWcjEVFDrrrL_yGte2pwJrV9RS_K0iPZRY-_hkdgJUjbSWozTyFikad5e0X3r7Z4eIdZblDaOLw5PSD5hgCjm8z6RiTAyoNwIHfiGxioWXMZocHqh9qlk6E0IESSJZ0JGA1VHG48b6Usm8DFCVzGkOwKjIUOnpwyjB8et9vkghoGeRVqIF9Q58QMmiphqVrgX2opu1BAijaF-1YpDU_dbdDZVeo3p__y6ZmAqN7Wd_ezbmIWS6VRguhhj4eRSrQKTn3oyzsHGJV5M0yQcVOO6e-_cdJFKnsd2j3vm4fJPjr0A5U63YxbBEaGqB5JqZkmp2JWa-dKVodGcGzeJq-AWOEYqb7JuZ33cRcP20Bb6CKGPLPSRqML24JaHrMPIb5tXCrijXNj0oiHWVdgpGObT8k_Eln4ntg7jyDLR2WmruQwTaCjyLI1nBcr9p2ezCmPqpX_be1rLGd-B679mng9zM0Ez |
| 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=Uncertain+random+goal+programming&rft.jtitle=Fuzzy+optimization+and+decision+making&rft.au=Qin%2C+Zhongfeng&rft.date=2018-12-01&rft.issn=1568-4539&rft.eissn=1573-2908&rft.volume=17&rft.issue=4&rft.spage=375&rft.epage=386&rft_id=info:doi/10.1007%2Fs10700-017-9277-9&rft.externalDBID=n%2Fa&rft.externalDocID=10_1007_s10700_017_9277_9 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1568-4539&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1568-4539&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1568-4539&client=summon |