Nonlinear fuzzy chance constrained approach for multi-objective mixed fuzzy-stochastic optimization problem
Fuzzy set theory currently has a wide range of applications to model real-world issues with ambiguous or incomplete information, which to some extent captures reality. On the other hand stochastic environment also deals with uncertainties with different approach (probability distribution). In order...
Uloženo v:
| Vydáno v: | Opsearch Ročník 61; číslo 1; s. 121 - 136 |
|---|---|
| Hlavní autoři: | , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
New Delhi
Springer India
01.03.2024
|
| Témata: | |
| ISSN: | 0030-3887, 0975-0320 |
| On-line přístup: | Získat plný text |
| Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
|
| Abstract | Fuzzy set theory currently has a wide range of applications to model real-world issues with ambiguous or incomplete information, which to some extent captures reality. On the other hand stochastic environment also deals with uncertainties with different approach (probability distribution). In order to deal with decision problems involving more than one objective, where the parameters and the objectives both are uncertain, the mixed fuzzy stochastic programming approach have been introduced. In this paper, a new solution named as fuzzy stochastic pareto optimal solution is defined. Here we have developed an iterative method for the decision making of a multi-objective optimization problem in the fuzzy stochastic environment. Further a numerical illustration of the developed methodology has been given and the superiority of the proposed method has been established by comparing the obtained results with some well known existing methods. |
|---|---|
| AbstractList | Fuzzy set theory currently has a wide range of applications to model real-world issues with ambiguous or incomplete information, which to some extent captures reality. On the other hand stochastic environment also deals with uncertainties with different approach (probability distribution). In order to deal with decision problems involving more than one objective, where the parameters and the objectives both are uncertain, the mixed fuzzy stochastic programming approach have been introduced. In this paper, a new solution named as fuzzy stochastic pareto optimal solution is defined. Here we have developed an iterative method for the decision making of a multi-objective optimization problem in the fuzzy stochastic environment. Further a numerical illustration of the developed methodology has been given and the superiority of the proposed method has been established by comparing the obtained results with some well known existing methods. |
| Author | Mishra, Babita kumar, Ajeet |
| Author_xml | – sequence: 1 givenname: Ajeet orcidid: 0000-0002-8633-855X surname: kumar fullname: kumar, Ajeet email: mgcu2020math6001@mgcub.ac.in organization: Department of Mathematics, School of Physical Sciences, Mahatma Gandhi Central University – sequence: 2 givenname: Babita orcidid: 0000-0001-6067-5788 surname: Mishra fullname: Mishra, Babita organization: Department of Mathematics, School of Physical Sciences, Mahatma Gandhi Central University |
| BookMark | eNp9kM1OAyEURonRxLb6Aq54AfQyzBRmaRr_kkY3uiaUgqXOwASosX16aevKRVfchO_c3O-M0bkP3iB0Q-GWAvC7RKum5QQqRgCmbUvgDI2g5Q0BVsF5mYEBYULwSzROaV1CNYh6hL5eg--cNypiu9nttlivlNcG6-BTjqr8LLEahhiUXmEbIu43XXYkLNZGZ_dtcO9-SuTAkpRDwVN2Gochu97tVHbB44IvOtNfoQurumSu_94J-nh8eJ89k_nb08vsfk40q0UmVDRsqrhQzDKrORiwlGsBFsxCVMKyKRVcCeANY8JyrnVbLVVdLUvFRgnKJkgc9-oYUorGSu3y4ZJ9o05SkHtp8ihNFmnyIE1CQat_6BBdr-L2NMSOUCph_2miXIdN9KXiKeoXAzqEEA |
| CitedBy_id | crossref_primary_10_3846_mma_2025_21208 crossref_primary_10_1109_ACCESS_2025_3605948 |
| Cites_doi | 10.1016/0165-0114(90)90156-Z 10.1007/s12351-021-00685-8 10.1016/0001-6918(88)90045-5 10.1287/mnsc.17.4.B141 10.1007/978-1-4419-9560-5 10.1287/mnsc.6.1.73 10.1016/0165-0114(92)90318-X 10.1023/A:1023447217758 10.1016/0020-0255(78)90019-1 10.2166/ws.2019.141 10.1016/j.ejor.2003.11.028 10.1007/s12597-016-0272-7 10.1007/s00354-021-00132-4 10.3233/JIFS-152354 10.1007/s10489-018-1344-6 10.3233/IFS-141402 10.1080/09720502.2011.10700734 10.1007/s12597-013-0144-3 10.1016/0022-247X(86)90093-4 10.1007/s12046-019-1094-0 10.1016/0165-0114(78)90029-5 10.1007/s12597-020-00454-9 10.1016/j.eswa.2023.119595 10.1016/0165-0114(94)00364-7 10.1016/0165-0114(93)90025-D 10.1007/s00500-002-0262-y 10.1007/s10700-006-0018-8 10.22105/jfea.2022.339888.1218 |
| ContentType | Journal Article |
| Copyright | The Author(s), under exclusive licence to Operational Research Society of India 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. |
| Copyright_xml | – notice: The Author(s), under exclusive licence to Operational Research Society of India 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. |
| DBID | AAYXX CITATION |
| DOI | 10.1007/s12597-023-00699-0 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering Mathematics Business |
| EISSN | 0975-0320 |
| EndPage | 136 |
| ExternalDocumentID | 10_1007_s12597_023_00699_0 |
| GroupedDBID | -57 -5G -BR -EM -~C -~X 06D 0R~ 0VY 1N0 203 29N 2JN 2KG 2LR 2VQ 30V 3V. 4.4 406 408 40D 40E 5VS 67Z 7WY 8FE 8FG 8FL 8TC 96X AAAVM AABHQ AACDK AAHNG AAIAL AAJBT AAJKR AANZL AARHV AARTL AASML AATNV AATVU AAUYE AAWCG AAYIU AAYQN AAYTO AAYZH AAZMS ABAKF ABDZT ABECU ABFTV ABJCF ABJNI ABJOX ABKCH ABMQK ABQBU ABSXP ABTEG ABTHY ABTKH ABTMW ABULA ABUWG ABXPI ACAOD ACBXY ACGFS ACHSB ACHXU ACIWK ACKNC ACMDZ ACMLO ACOKC ACPIV ACZOJ ADHHG ADHIR ADINQ ADKNI ADKPE ADRFC ADTPH ADURQ ADYFF ADZKW AEBTG AEFQL AEGNC AEJHL AEJRE AEMSY AEOHA AEPYU AESKC AETCA AEVLU AEXYK AFBBN AFFNX AFGCZ AFKRA AFLOW AFQWF AFWTZ AFZKB AGAYW AGDGC AGJBK AGMZJ AGQEE AGQMX AGRTI AGWZB AGYKE AHAVH AHBYD AHKAY AHSBF AHYZX AIAKS AIGIU AIIXL AILAN AITGF AJBLW AJRNO AJZVZ ALMA_UNASSIGNED_HOLDINGS AMKLP AMXSW AMYLF AMYQR ANMIH AOCGG AXYYD AYQZM BA0 BAPOH BENPR BEZIV BGLVJ BGNMA BPHCQ CAG CCPQU COF CSCUP DDRTE DNIVK DPUIP DU5 DWQXO EBLON EBS EIOEI EJD ESBYG FERAY FFXSO FIGPU FINBP FNLPD FRNLG FRRFC FSGXE GGCAI GGRSB GJIRD GNWQR GQ6 GQ7 GROUPED_ABI_INFORM_COMPLETE H13 HCIFZ HF~ HG6 HLICF HMJXF HRMNR HZ~ IKXTQ ITM IWAJR IXC I~X J-C J0Z JBSCW JZLTJ K60 K6~ K8~ KOV L6V LLZTM M0C M4Y M7S MA- NPVJJ NQJWS NU0 O9- O93 O9G O9J P9M PQBIZ PQBZA PQQKQ PROAC PT4 PTHSS Q2X R9I ROL RSV S1Z S27 S3B SBE SDH SHX SISQX SJYHP SNE SNPRN SNX SOHCF SOJ SPISZ SRMVM SSLCW STPWE T13 TSG U2A UG4 UOJIU UTJUX UZXMN VC2 VFIZW W48 WK8 Z45 Z7Z ZMTXR ~A9 AAPKM AAYXX ABBRH ABDBE ABFSG ABRTQ ACSTC ADXHL AEZWR AFDZB AFFHD AFHIU AFOHR AHPBZ AHWEU AIXLP ATHPR AYFIA CITATION PHGZM PHGZT PQGLB |
| ID | FETCH-LOGICAL-c348t-18536a78a3f3fc70e0f17c80f0eb828f36187a8075338f77cc92da42d0305a813 |
| IEDL.DBID | RSV |
| ISICitedReferencesCount | 4 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001072227900001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0030-3887 |
| IngestDate | Sat Nov 29 03:59:15 EST 2025 Tue Nov 18 22:08:47 EST 2025 Fri Feb 21 02:40:25 EST 2025 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 1 |
| Keywords | C44 C69 Fuzzy chance constrained programming problem Fuzzy random variable Multi-objective mixed fuzzy stochastic programming problem Fuzzy mean and Fuzzy variance Nonlinear membership function C73 C61 |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c348t-18536a78a3f3fc70e0f17c80f0eb828f36187a8075338f77cc92da42d0305a813 |
| ORCID | 0000-0001-6067-5788 0000-0002-8633-855X |
| PageCount | 16 |
| ParticipantIDs | crossref_citationtrail_10_1007_s12597_023_00699_0 crossref_primary_10_1007_s12597_023_00699_0 springer_journals_10_1007_s12597_023_00699_0 |
| PublicationCentury | 2000 |
| PublicationDate | 2024-03-01 |
| PublicationDateYYYYMMDD | 2024-03-01 |
| PublicationDate_xml | – month: 03 year: 2024 text: 2024-03-01 day: 01 |
| PublicationDecade | 2020 |
| PublicationPlace | New Delhi |
| PublicationPlace_xml | – name: New Delhi |
| PublicationTitle | Opsearch |
| PublicationTitleAbbrev | OPSEARCH |
| PublicationYear | 2024 |
| Publisher | Springer India |
| Publisher_xml | – name: Springer India |
| References | Pandey, Dongre, Gupta (CR21) 2020; 20 Panda, Dash (CR20) 2014; 51 Mohanty, Pradhan, Biswal (CR17) 2020; 57 Leandry, Sosoma, Koloseni (CR15) 2022; 3 Buckley, Eslami (CR7) 2004; 8 Puri, Ralescu (CR24) 1986; 114 Dash, Sahoo (CR9) 2015; 28 Dubois, Prade (CR10) 1988; 68 Lai, Hwang (CR14) 1992; 49 Singh, Chakraborty (CR26) 2017; 32 Liu, Liu (CR16) 2003; 2 Guang-yuan, Zhong (CR11) 1993; 57 Bellman, Zadeh (CR3) 1970; 17.4 Charnes, Cooper (CR8) 1959; 6 Zadeh (CR29) 1978; 1 Nanda, Panda, Dash (CR19) 2006; 5 Bharati (CR5) 2022; 22 Kwakernaak (CR13) 1978; 15 Barik, Biswal, Chakravarty (CR2) 2011; 14 Singh, Pradhan, Biswal (CR27) 2019; 44 Nabavi, Souzban, Safi, Sarmast (CR18) 2020; 17 Bharati (CR4) 2021; 39 Parra, Terol, Gladish, Urıa (CR22) 2005; 164 Pradhan, Biswal (CR23) 2017; 54 Sharma, Singh, Ebrahimnejad, Chakraborty (CR25) 2023; 217 Buckley (CR6) 1990; 34 Arjmandzadeh, Nazemi, Safi (CR1) 2019; 49 Inuiguchi, Sakawa (CR12) 1995; 76 Wang, Watada (CR28) 2012 P Pandey (699_CR21) 2020; 20 JJ Buckley (699_CR6) 1990; 34 S Nanda (699_CR19) 2006; 5 SK Barik (699_CR2) 2011; 14 M Inuiguchi (699_CR12) 1995; 76 S Wang (699_CR28) 2012 YK Liu (699_CR16) 2003; 2 ML Puri (699_CR24) 1986; 114 JK Dash (699_CR9) 2015; 28 Z Arjmandzadeh (699_CR1) 2019; 49 L Leandry (699_CR15) 2022; 3 S Singh (699_CR27) 2019; 44 K Sharma (699_CR25) 2023; 217 W Guang-yuan (699_CR11) 1993; 57 JJ Buckley (699_CR7) 2004; 8 YJ Lai (699_CR14) 1992; 49 VP Singh (699_CR26) 2017; 32 RE Bellman (699_CR3) 1970; 17.4 A Pradhan (699_CR23) 2017; 54 D Dubois (699_CR10) 1988; 68 DK Mohanty (699_CR17) 2020; 57 G Panda (699_CR20) 2014; 51 SK Bharati (699_CR5) 2022; 22 SS Nabavi (699_CR18) 2020; 17 H Kwakernaak (699_CR13) 1978; 15 MA Parra (699_CR22) 2005; 164 A Charnes (699_CR8) 1959; 6 LA Zadeh (699_CR29) 1978; 1 SK Bharati (699_CR4) 2021; 39 |
| References_xml | – volume: 34 start-page: 173 issue: 2 year: 1990 end-page: 177 ident: CR6 article-title: Stochastic versus possibilistic programming publication-title: Fuzzy Sets Syst. doi: 10.1016/0165-0114(90)90156-Z – volume: 22 start-page: 3521 issue: 4 year: 2022 end-page: 3547 ident: CR5 article-title: Hesitant intuitionistic fuzzy algorithm for multi-objective optimization problem publication-title: Oper. Res. Int. J. doi: 10.1007/s12351-021-00685-8 – volume: 68 start-page: 53 issue: 1-3 year: 1988 end-page: 78 ident: CR10 article-title: Modelling uncertainty and inductive inference: a survey of recent non-additive probability systems publication-title: Acta. Psychologica. doi: 10.1016/0001-6918(88)90045-5 – volume: 17.4 start-page: B-141 year: 1970 ident: CR3 article-title: Decision-making in a fuzzy environment publication-title: Manag. sci. doi: 10.1287/mnsc.17.4.B141 – year: 2012 ident: CR28 publication-title: Fuzzy Stochastic Optimization: Theory, Models and Applications doi: 10.1007/978-1-4419-9560-5 – volume: 6 start-page: 73 issue: 1 year: 1959 end-page: 79 ident: CR8 article-title: Chance-constrained programming publication-title: Manag. Sci. doi: 10.1287/mnsc.6.1.73 – volume: 49 start-page: 121 issue: 2 year: 1992 end-page: 133 ident: CR14 article-title: A new approach to some possibilistic linear programming problems publication-title: Fuzzy Sets Syst. doi: 10.1016/0165-0114(92)90318-X – volume: 2 start-page: 143 year: 2003 end-page: 160 ident: CR16 article-title: Fuzzy random variables: a scalar expected value operator publication-title: Fuzzy Optim. Decis. Mak. doi: 10.1023/A:1023447217758 – volume: 15 start-page: 1 issue: 1 year: 1978 end-page: 29 ident: CR13 article-title: Fuzzy random variables-I. Definitions and theorems publication-title: Inf. Sci. doi: 10.1016/0020-0255(78)90019-1 – volume: 20 start-page: 13 issue: 1 year: 2020 end-page: 27 ident: CR21 article-title: Probabilistic and fuzzy approaches for uncertainty consideration in water distribution networks—a review publication-title: Water supply doi: 10.2166/ws.2019.141 – volume: 164 start-page: 748 issue: 3 year: 2005 end-page: 759 ident: CR22 article-title: Solving a multi-objective possibilistic problem through compromise programming publication-title: Eur. J. Oper. Res. doi: 10.1016/j.ejor.2003.11.028 – volume: 54 start-page: 122 year: 2017 end-page: 142 ident: CR23 article-title: Multi-choice probabilistic linear programming problem publication-title: Opsearch doi: 10.1007/s12597-016-0272-7 – volume: 39 start-page: 377 issue: 2 year: 2021 end-page: 407 ident: CR4 article-title: An interval-valued intuitionistic hesitant fuzzy methodology and application publication-title: N. Gener. Comput. doi: 10.1007/s00354-021-00132-4 – volume: 32 start-page: 521 issue: 1 year: 2017 end-page: 528 ident: CR26 article-title: Solving bi-level programming problem with fuzzy random variable coefficients publication-title: J. Intell. Fuzzy Syst. doi: 10.3233/JIFS-152354 – volume: 49 start-page: 1566 year: 2019 end-page: 1579 ident: CR1 article-title: Solving multi-objective random interval programming problems by a capable neural network framework publication-title: Appl. Intell. doi: 10.1007/s10489-018-1344-6 – volume: 28 start-page: 1195 issue: 3 year: 2015 end-page: 1203 ident: CR9 article-title: Optimal solution for a single period inventory model with fuzzy cost and demand as a fuzzy random variable publication-title: J. Intell. Fuzzy Syst. doi: 10.3233/IFS-141402 – volume: 14 start-page: 40 issue: 1 year: 2011 end-page: 56 ident: CR2 article-title: Stochastic programming problems involving pareto distribution publication-title: J. Interdiscip. Math. doi: 10.1080/09720502.2011.10700734 – volume: 51 start-page: 270 year: 2014 end-page: 279 ident: CR20 article-title: Nonlinear fuzzy chance constrained programming problem publication-title: Opsearch doi: 10.1007/s12597-013-0144-3 – volume: 114 start-page: 409 issue: 2 year: 1986 end-page: 422 ident: CR24 article-title: Fuzzy random variables publication-title: J. Math. Anal. Appl. doi: 10.1016/0022-247X(86)90093-4 – volume: 44 start-page: 105 issue: 5 year: 2019 ident: CR27 article-title: Multi-objective solid transportation problem under stochastic environment publication-title: Sādhanā doi: 10.1007/s12046-019-1094-0 – volume: 17 start-page: 43 issue: 5 year: 2020 end-page: 52 ident: CR18 article-title: Solving fuzzy stochastic multi-objective programming problems based on a fuzzy inequality publication-title: Iran. J. Fuzzy Syst. – volume: 1 start-page: 3 issue: 1 year: 1978 end-page: 28 ident: CR29 article-title: Fuzzy sets as a basis for a theory of possibility publication-title: Fuzzy Sets Syst. doi: 10.1016/0165-0114(78)90029-5 – volume: 57 start-page: 1281 year: 2020 end-page: 1298 ident: CR17 article-title: Chance constrained programming with some non-normal continuous random variables publication-title: Opsearch doi: 10.1007/s12597-020-00454-9 – volume: 217 start-page: 119595 year: 2023 ident: CR25 article-title: Solving a multi-objective chance constrained hierarchical optimization problem under intuitionistic fuzzy environment with its application publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2023.119595 – volume: 76 start-page: 309 issue: 3 year: 1995 end-page: 317 ident: CR12 article-title: A possibilistic linear program is equivalent to a stochastic linear program in a special case publication-title: Fuzzy Sets Syst. doi: 10.1016/0165-0114(94)00364-7 – volume: 57 start-page: 295 issue: 3 year: 1993 end-page: 311 ident: CR11 article-title: Linear programming with fuzzy random variable coefficients publication-title: Fuzzy Sets Syst. doi: 10.1016/0165-0114(93)90025-D – volume: 8 start-page: 193 year: 2004 end-page: 199 ident: CR7 article-title: Uncertain probabilities II: the continuous case publication-title: Soft. Comput. doi: 10.1007/s00500-002-0262-y – volume: 5 start-page: 355 year: 2006 end-page: 370 ident: CR19 article-title: A new solution method for fuzzy chance constrained programming problem publication-title: Fuzzy Optim. Decis. Mak. doi: 10.1007/s10700-006-0018-8 – volume: 3 start-page: 337 issue: 4 year: 2022 end-page: 348 ident: CR15 article-title: Basic fuzzy arithmetic operations using α–cut for the Gaussian membership function publication-title: J. Fuzzy Ext. Appl. doi: 10.22105/jfea.2022.339888.1218 – volume: 5 start-page: 355 year: 2006 ident: 699_CR19 publication-title: Fuzzy Optim. Decis. Mak. doi: 10.1007/s10700-006-0018-8 – volume: 34 start-page: 173 issue: 2 year: 1990 ident: 699_CR6 publication-title: Fuzzy Sets Syst. doi: 10.1016/0165-0114(90)90156-Z – volume: 68 start-page: 53 issue: 1-3 year: 1988 ident: 699_CR10 publication-title: Acta. Psychologica. doi: 10.1016/0001-6918(88)90045-5 – volume: 49 start-page: 1566 year: 2019 ident: 699_CR1 publication-title: Appl. Intell. doi: 10.1007/s10489-018-1344-6 – volume: 17 start-page: 43 issue: 5 year: 2020 ident: 699_CR18 publication-title: Iran. J. Fuzzy Syst. – volume: 6 start-page: 73 issue: 1 year: 1959 ident: 699_CR8 publication-title: Manag. Sci. doi: 10.1287/mnsc.6.1.73 – volume: 28 start-page: 1195 issue: 3 year: 2015 ident: 699_CR9 publication-title: J. Intell. Fuzzy Syst. doi: 10.3233/IFS-141402 – volume-title: Fuzzy Stochastic Optimization: Theory, Models and Applications year: 2012 ident: 699_CR28 doi: 10.1007/978-1-4419-9560-5 – volume: 2 start-page: 143 year: 2003 ident: 699_CR16 publication-title: Fuzzy Optim. Decis. Mak. doi: 10.1023/A:1023447217758 – volume: 217 start-page: 119595 year: 2023 ident: 699_CR25 publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2023.119595 – volume: 164 start-page: 748 issue: 3 year: 2005 ident: 699_CR22 publication-title: Eur. J. Oper. Res. doi: 10.1016/j.ejor.2003.11.028 – volume: 32 start-page: 521 issue: 1 year: 2017 ident: 699_CR26 publication-title: J. Intell. Fuzzy Syst. doi: 10.3233/JIFS-152354 – volume: 49 start-page: 121 issue: 2 year: 1992 ident: 699_CR14 publication-title: Fuzzy Sets Syst. doi: 10.1016/0165-0114(92)90318-X – volume: 57 start-page: 295 issue: 3 year: 1993 ident: 699_CR11 publication-title: Fuzzy Sets Syst. doi: 10.1016/0165-0114(93)90025-D – volume: 3 start-page: 337 issue: 4 year: 2022 ident: 699_CR15 publication-title: J. Fuzzy Ext. Appl. doi: 10.22105/jfea.2022.339888.1218 – volume: 114 start-page: 409 issue: 2 year: 1986 ident: 699_CR24 publication-title: J. Math. Anal. Appl. doi: 10.1016/0022-247X(86)90093-4 – volume: 44 start-page: 105 issue: 5 year: 2019 ident: 699_CR27 publication-title: Sādhanā doi: 10.1007/s12046-019-1094-0 – volume: 51 start-page: 270 year: 2014 ident: 699_CR20 publication-title: Opsearch doi: 10.1007/s12597-013-0144-3 – volume: 8 start-page: 193 year: 2004 ident: 699_CR7 publication-title: Soft. Comput. doi: 10.1007/s00500-002-0262-y – volume: 17.4 start-page: B-141 year: 1970 ident: 699_CR3 publication-title: Manag. sci. doi: 10.1287/mnsc.17.4.B141 – volume: 1 start-page: 3 issue: 1 year: 1978 ident: 699_CR29 publication-title: Fuzzy Sets Syst. doi: 10.1016/0165-0114(78)90029-5 – volume: 20 start-page: 13 issue: 1 year: 2020 ident: 699_CR21 publication-title: Water supply doi: 10.2166/ws.2019.141 – volume: 39 start-page: 377 issue: 2 year: 2021 ident: 699_CR4 publication-title: N. Gener. Comput. doi: 10.1007/s00354-021-00132-4 – volume: 22 start-page: 3521 issue: 4 year: 2022 ident: 699_CR5 publication-title: Oper. Res. Int. J. doi: 10.1007/s12351-021-00685-8 – volume: 57 start-page: 1281 year: 2020 ident: 699_CR17 publication-title: Opsearch doi: 10.1007/s12597-020-00454-9 – volume: 15 start-page: 1 issue: 1 year: 1978 ident: 699_CR13 publication-title: Inf. Sci. doi: 10.1016/0020-0255(78)90019-1 – volume: 14 start-page: 40 issue: 1 year: 2011 ident: 699_CR2 publication-title: J. Interdiscip. Math. doi: 10.1080/09720502.2011.10700734 – volume: 76 start-page: 309 issue: 3 year: 1995 ident: 699_CR12 publication-title: Fuzzy Sets Syst. doi: 10.1016/0165-0114(94)00364-7 – volume: 54 start-page: 122 year: 2017 ident: 699_CR23 publication-title: Opsearch doi: 10.1007/s12597-016-0272-7 |
| SSID | ssj0064084 |
| Score | 2.3012803 |
| Snippet | Fuzzy set theory currently has a wide range of applications to model real-world issues with ambiguous or incomplete information, which to some extent captures... |
| SourceID | crossref springer |
| SourceType | Enrichment Source Index Database Publisher |
| StartPage | 121 |
| SubjectTerms | Application Article Business and Management Management Mathematics Operations Research/Decision Theory |
| Title | Nonlinear fuzzy chance constrained approach for multi-objective mixed fuzzy-stochastic optimization problem |
| URI | https://link.springer.com/article/10.1007/s12597-023-00699-0 |
| Volume | 61 |
| WOSCitedRecordID | wos001072227900001&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: Springer Nature - Connect here FIRST to enable access customDbUrl: eissn: 0975-0320 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0064084 issn: 0030-3887 databaseCode: RSV dateStart: 19970301 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/eLvHCXMwnZ3dS8MwEMCDTBF98GMqzi_y4JsG0iZt0kcRhy8O8Yu9lTZNYOo2WTfR_fVe0nRzIII-Fu5Cm6R3F3L3O4ROo7CwyRWWU5kYwvPIEPCCEeGFCWLqWhhR12xCdDqy201ufVFYWWe711eSzlLPi90gUhcEfAyxeN2EwEF9GdydtA0b7u6favsbcyor9jKz5FgpfKnMz2MsuqPFu1DnYtqb_3u5LbThQ0p8Ue2BbbSkB020Wme0N9H6N-YgPN3MQK3lDnrpVKiMbITNZDr9xLYQWGmsbNhou0foAtfYcQzxLXYJiGSYP1eGEvd7HyDidAnEkaBuwc94CJao70s8sW9as4se21cPl9fE918ginE5JtaVx5mQGTPMKEE1NYFQkhqqczioGRYHUmSWZgznXCOEUklYZDwsrBHJZMD2UGMwHOh9hFUsCzC7LNcy4kZGMhRRZkBU8LiQOW-hoF6GVHk4uf3K13SOVbYznMIMp26GU9pCZzOdtwrN8av0eb1yqf9Ny1_ED_4mfojWQoh2quS0I9QYjyb6GK2o93GvHJ24_fkFAqDfWw |
| linkProvider | Springer Nature |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnZ3dS8MwEMCDTPHjwY-pOD_z4JsG0jZt0kcRx8StiE7ZW2nTBKZuk3UT3V_vpR-bAxnoY-EutEl6dyF3v0Po3LUTk1xhOJW-Jix2NQEv6BKWaMujWQsjmjWb4EEgOh3_vigKS8ts9_JKMrPUs2I3iNQ5AR9DDF7XJ3BQX2bgsQwx_-HxubS_HqMiZy87hhwreFEq8_sY8-5o_i40czH1rf-93DbaLEJKfJXvgR20pPpVtFpmtFfRxg_mIDy1pqDWdBe9BjkqIxpiPZ5MvrApBJYKSxM2mu4RKsEldhxDfIuzBEQyiF9yQ4l73U8QyXQJxJGgbsDPeACWqFeUeOKiac0eeqrftK8bpOi_QKTDxIgYV-5FXESOdrTkVFFtcSmopiqGg5p2PEvwyNCM4ZyrOZfSt5OI2YkxIpGwnH1U6Q_66gBh6YkEzK4TK-EyLVxhczfSIMqZl4iY1ZBVLkMoCzi5-cq3cIZVNjMcwgyH2QyHtIYupjrvOZpjofRluXJh8ZumC8QP_yZ-htYa7VYzbN4Gd0do3YbIJ09UO0aV0XCsTtCK_Bh10-Fptle_AYOf4j8 |
| linkToPdf | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpZ1bS8MwFICDTBn64GUqzmsefNOwtE2b9FHUoahj4IW9lTYXmLpubJ3ofr1J2u4CIoiPhZPQJum5kHO-A8Cp7wqTXGE4laFCJPEV0lbQR0QoJ8C2hRG2zSZoq8U6nbA9V8Vvs93LK8m8psFQmtKsMRCqMSt80147RdreIIPaDZEO2peJSaQ38frjS6mLA4JZzmH2DEWW0aJs5uc5Fk3T4r2oNTfNjf-_6CZYL1xNeJGfjS2wJNMaqJaZ7jWwNsci1E8PU4DraBu8tXKERjyEajyZfEFTIMwl5MadNF0lpIAljhxqvxfaxETUT15zBQp73U8tYsci7V_q4QYIDftaQ_WK0k9YNLPZAc_N66fLG1T0ZUDcIyxDxsQHMWWxpzzFKZZYOZQzrLBMdACnvMBhNDaUYx3_Kko5D10RE1cY5RIzx9sFlbSfyj0AecCEVsdeIplPFPOZS_1YaVFKAsESUgdOuSURL6Dl5ivfoxlu2axwpFc4sisc4To4m44Z5MiOX6XPy12Mit939Iv4_t_ET0C1fdWM7m9bdwdg1dUOUZ6_dggq2XAsj8AK_8i6o-GxPbbfGv_rIw |
| 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=Nonlinear+fuzzy+chance+constrained+approach+for+multi-objective+mixed+fuzzy-stochastic+optimization+problem&rft.jtitle=Opsearch&rft.au=kumar%2C+Ajeet&rft.au=Mishra%2C+Babita&rft.date=2024-03-01&rft.issn=0030-3887&rft.eissn=0975-0320&rft.volume=61&rft.issue=1&rft.spage=121&rft.epage=136&rft_id=info:doi/10.1007%2Fs12597-023-00699-0&rft.externalDBID=n%2Fa&rft.externalDocID=10_1007_s12597_023_00699_0 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0030-3887&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0030-3887&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0030-3887&client=summon |