An intuitionistic fuzzy goal programming approach for finding pareto-optimal solutions to multi-objective programming problems
•We propose a new intuitionistic fuzzy approach for solving multi-objective problems.•The approach is an interactive procedure.•The approach considers the degrees of satisfaction and dissatisfaction of objectives.•An illustrative example is presented to discuss the properties of the approach. Multi-...
Gespeichert in:
| Veröffentlicht in: | Expert systems with applications Jg. 65; S. 181 - 193 |
|---|---|
| Hauptverfasser: | , , |
| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
Elsevier Ltd
15.12.2016
|
| Schlagworte: | |
| ISSN: | 0957-4174, 1873-6793 |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| Abstract | •We propose a new intuitionistic fuzzy approach for solving multi-objective problems.•The approach is an interactive procedure.•The approach considers the degrees of satisfaction and dissatisfaction of objectives.•An illustrative example is presented to discuss the properties of the approach.
Multi-objective optimization in the intuitionistic fuzzy environment is the process of finding a Pareto-optimal solution that simultaneously maximizes the degree of satisfaction and minimizes the degree of dissatisfaction of an intuitionistic fuzzy decision. In this paper, a new method for solving multi-objective programming problems is developed that unlike other methods in the literature, provides compromise solutions satisfying both the conditions of intuitionistic fuzzy efficiency and Pareto-optimality. This method combines the advantages of the intuitionistic fuzzy sets concept, goal programming, and interactive procedures, and supports the decision maker in the process of solving programming problems with crisp, fuzzy, or intuitionistic fuzzy objectives and constraints. A characteristic of the proposed method is that it provides a well-structured approach for determining satisfaction and the dissatisfaction degrees that efficiently uses the concepts of violation for both objective functions and constraints. Another feature of the proposed method comes from its continuous interaction with the decision maker. In this situation, through adjusting the problem's parameters, the decision maker would have the ability of revisiting the membership and non-membership functions. Therefore, despite the lack of information at the beginning of the solving process, a compromise solution that satisfies the decision maker's preferences can be obtained. A further feature of the proposed method is the introduction of a new two-step goal programming approach for determining the compromise solutions to multi-objective problems. This approach ensures that the compromise solution obtained during each iterative step satisfies both the conditions of intuitionistic fuzzy efficiency and Pareto-optimality. The application of the proposed model is also discussed in this paper. |
|---|---|
| AbstractList | •We propose a new intuitionistic fuzzy approach for solving multi-objective problems.•The approach is an interactive procedure.•The approach considers the degrees of satisfaction and dissatisfaction of objectives.•An illustrative example is presented to discuss the properties of the approach.
Multi-objective optimization in the intuitionistic fuzzy environment is the process of finding a Pareto-optimal solution that simultaneously maximizes the degree of satisfaction and minimizes the degree of dissatisfaction of an intuitionistic fuzzy decision. In this paper, a new method for solving multi-objective programming problems is developed that unlike other methods in the literature, provides compromise solutions satisfying both the conditions of intuitionistic fuzzy efficiency and Pareto-optimality. This method combines the advantages of the intuitionistic fuzzy sets concept, goal programming, and interactive procedures, and supports the decision maker in the process of solving programming problems with crisp, fuzzy, or intuitionistic fuzzy objectives and constraints. A characteristic of the proposed method is that it provides a well-structured approach for determining satisfaction and the dissatisfaction degrees that efficiently uses the concepts of violation for both objective functions and constraints. Another feature of the proposed method comes from its continuous interaction with the decision maker. In this situation, through adjusting the problem's parameters, the decision maker would have the ability of revisiting the membership and non-membership functions. Therefore, despite the lack of information at the beginning of the solving process, a compromise solution that satisfies the decision maker's preferences can be obtained. A further feature of the proposed method is the introduction of a new two-step goal programming approach for determining the compromise solutions to multi-objective problems. This approach ensures that the compromise solution obtained during each iterative step satisfies both the conditions of intuitionistic fuzzy efficiency and Pareto-optimality. The application of the proposed model is also discussed in this paper. |
| Author | Jafarian, Ehsan Amin, Saman Hassanzadeh Razmi, Jafar |
| Author_xml | – sequence: 1 givenname: Jafar surname: Razmi fullname: Razmi, Jafar email: jrazmi@ut.ac.ir organization: School of Industrial Engineering, Collage of Engineering, University of Tehran, Tehran, Iran, 11155 4563 – sequence: 2 givenname: Ehsan surname: Jafarian fullname: Jafarian, Ehsan email: ehsanjafarian@ut.ac.ir organization: School of Industrial Engineering, Collage of Engineering, University of Tehran, Tehran, Iran, 11155 4563 – sequence: 3 givenname: Saman Hassanzadeh surname: Amin fullname: Amin, Saman Hassanzadeh email: saman.amin@ryerson.ca organization: Department of Mechanical and Industrial Engineering, Ryerson University, ON, Canada, M5B 2K3 |
| BookMark | eNp9kMtOwzAQRS1UJFrgB1j5BxLGSZqHxKaqeEmV2MDacpxxcZTEke0WtQu-HUdlA4uuZsbyuZo5CzIbzICE3DGIGbD8vo3RfYk4CX0MZQxZeUHmrCzSKC-qdEbmUC2LKGNFdkUWzrUArAAo5uR7NVA9-J322gzaeS2p2h2PB7o1oqOjNVsr-l4PWyrGMAn5SZWxVOmhmR5HYdGbyIxe9-G_M91uCnLUG9rvOq8jU7covd7jn7DQ1x327oZcKtE5vP2t1-Tj6fF9_RJt3p5f16tNJFMAHzHBVAP1skgbqIRIalWVCWRYZ2KZMAWVahKsAHIs60IxUSVlkmGDMk9ZrhDTa5KccqU1zllUfLRhY3vgDPhkkLd8MsgngxxKHgwGqPwHSe3FdJ-3Qnfn0YcTiuGovUbLndQ4SGy0DTp4Y_Q5_AeQZpP0 |
| CitedBy_id | crossref_primary_10_3390_pr8101288 crossref_primary_10_1016_j_eswa_2017_01_004 crossref_primary_10_1007_s40815_017_0324_z crossref_primary_10_1007_s00521_018_3591_1 crossref_primary_10_1007_s40815_020_00973_z crossref_primary_10_3390_ijerph14091012 crossref_primary_10_1016_j_asoc_2024_112215 crossref_primary_10_1051_matecconf_201713104006 crossref_primary_10_1007_s40815_024_01943_5 crossref_primary_10_1007_s00158_020_02758_2 crossref_primary_10_3233_JIFS_18904 crossref_primary_10_1016_j_eswa_2020_114309 crossref_primary_10_1007_s00500_018_3115_z crossref_primary_10_1016_j_jocs_2023_102075 crossref_primary_10_1007_s12046_022_02046_3 crossref_primary_10_1111_itor_12405 crossref_primary_10_3390_su14074311 crossref_primary_10_1016_j_eswa_2023_122816 crossref_primary_10_1007_s00500_018_3418_0 crossref_primary_10_1007_s12597_023_00686_5 crossref_primary_10_1016_j_eswa_2023_119766 crossref_primary_10_1155_2020_7573693 crossref_primary_10_1049_iet_rpg_2020_0528 crossref_primary_10_3390_sym9080158 crossref_primary_10_1016_j_scitotenv_2024_171926 crossref_primary_10_1007_s13042_018_0835_4 crossref_primary_10_1109_TFUZZ_2020_2978457 crossref_primary_10_3390_math8091621 crossref_primary_10_1016_j_jhydrol_2017_11_011 crossref_primary_10_1016_j_jocs_2022_101786 crossref_primary_10_1016_j_eswa_2022_116663 crossref_primary_10_1109_TFUZZ_2018_2826479 crossref_primary_10_1016_j_asoc_2018_09_006 crossref_primary_10_1016_j_eswa_2017_10_030 crossref_primary_10_1016_j_engappai_2017_04_014 crossref_primary_10_1007_s10479_021_03997_2 crossref_primary_10_1016_j_asoc_2017_10_017 crossref_primary_10_1080_23311916_2018_1443675 crossref_primary_10_1016_j_eswa_2022_117183 crossref_primary_10_1109_ACCESS_2020_2973935 crossref_primary_10_1016_j_eswa_2018_02_038 crossref_primary_10_1016_j_eswa_2022_117264 crossref_primary_10_1016_j_eswa_2018_08_049 crossref_primary_10_1016_j_jocs_2017_12_011 crossref_primary_10_1155_2018_2915731 crossref_primary_10_1007_s12652_021_02975_7 crossref_primary_10_1016_j_asoc_2018_07_020 crossref_primary_10_1016_j_eswa_2017_03_015 crossref_primary_10_1016_j_ins_2023_01_044 crossref_primary_10_1016_j_eswa_2016_10_063 crossref_primary_10_1016_j_energy_2022_124956 crossref_primary_10_1016_j_rico_2025_100576 crossref_primary_10_1016_j_eswa_2024_125122 crossref_primary_10_3233_JIFS_169566 crossref_primary_10_3390_math9233023 |
| Cites_doi | 10.1007/s10700-009-9052-7 10.1016/S0165-0114(82)80003-1 10.1016/0165-0114(80)90062-7 10.1016/S0377-2217(02)00399-5 10.1007/s10700-012-9123-z 10.1016/S0165-0114(86)80034-3 10.1016/S0165-0114(96)00009-7 10.1016/0165-0114(92)90116-L 10.1016/0165-0114(91)90156-K 10.1287/mnsc.17.4.B141 10.1016/0165-0114(79)90023-X 10.1016/j.fss.2011.09.008 10.1016/0377-2217(87)90043-9 10.1016/j.eswa.2013.11.014 10.1016/0020-0255(85)90025-8 10.1016/0165-0114(78)90031-3 10.1016/S0377-2217(98)00307-5 10.1016/0305-0548(83)90004-7 10.1016/0165-0114(87)90105-9 10.1016/j.fss.2008.12.005 10.1080/01969727308545912 10.1109/TFUZZ.2011.2170076 10.1016/S0019-9958(65)90241-X 10.1016/0165-0114(89)90087-0 10.3233/IFS-2012-0537 10.1016/0377-2217(95)00008-9 10.1016/j.fss.2014.01.004 10.1016/j.ejor.2013.01.046 10.1016/0165-0114(93)90399-3 10.1016/S0305-0548(99)00007-6 |
| ContentType | Journal Article |
| Copyright | 2016 Elsevier Ltd |
| Copyright_xml | – notice: 2016 Elsevier Ltd |
| DBID | AAYXX CITATION |
| DOI | 10.1016/j.eswa.2016.08.048 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Computer Science |
| EISSN | 1873-6793 |
| EndPage | 193 |
| ExternalDocumentID | 10_1016_j_eswa_2016_08_048 S0957417416304481 |
| GroupedDBID | --K --M .DC .~1 0R~ 13V 1B1 1RT 1~. 1~5 4.4 457 4G. 5GY 5VS 7-5 71M 8P~ 9JN 9JO AAAKF AABNK AACTN AAEDT AAEDW AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AARIN AAXUO AAYFN ABBOA ABFNM ABMAC ABMVD ABUCO ABYKQ ACDAQ ACGFS ACHRH ACNTT ACRLP ACZNC ADBBV ADEZE ADTZH AEBSH AECPX AEKER AENEX AFKWA AFTJW AGHFR AGJBL AGUBO AGUMN AGYEJ AHHHB AHJVU AHZHX AIALX AIEXJ AIKHN AITUG AJBFU AJOXV ALEQD ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOUOD APLSM AXJTR BJAXD BKOJK BLXMC BNSAS CS3 DU5 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 F5P FDB FIRID FNPLU FYGXN G-Q GBLVA GBOLZ HAMUX IHE J1W JJJVA KOM LG9 LY1 LY7 M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. PQQKQ Q38 RIG ROL RPZ SDF SDG SDP SDS SES SPC SPCBC SSB SSD SSL SST SSV SSZ T5K TN5 ~G- 29G 9DU AAAKG AAQXK AATTM AAXKI AAYWO AAYXX ABJNI ABKBG ABUFD ABWVN ABXDB ACLOT ACNNM ACRPL ACVFH ADCNI ADJOM ADMUD ADNMO AEIPS AEUPX AFJKZ AFPUW AGQPQ AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP ASPBG AVWKF AZFZN CITATION EFKBS FEDTE FGOYB G-2 HLZ HVGLF HZ~ R2- SBC SET SEW WUQ XPP ZMT ~HD |
| ID | FETCH-LOGICAL-c300t-1a1fd0b573d09aa2bf98204eb4a521f09fd2e9006e8b7f1a92824edec6316fee3 |
| ISICitedReferencesCount | 64 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000385606200014&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0957-4174 |
| IngestDate | Tue Nov 18 22:36:16 EST 2025 Sat Nov 29 04:44:46 EST 2025 Fri Feb 23 02:29:07 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Intuitionistic fuzzy sets Multi-objective optimization Interactive procedure Goal programming |
| Language | English |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c300t-1a1fd0b573d09aa2bf98204eb4a521f09fd2e9006e8b7f1a92824edec6316fee3 |
| PageCount | 13 |
| ParticipantIDs | crossref_primary_10_1016_j_eswa_2016_08_048 crossref_citationtrail_10_1016_j_eswa_2016_08_048 elsevier_sciencedirect_doi_10_1016_j_eswa_2016_08_048 |
| PublicationCentury | 2000 |
| PublicationDate | 2016-12-15 |
| PublicationDateYYYYMMDD | 2016-12-15 |
| PublicationDate_xml | – month: 12 year: 2016 text: 2016-12-15 day: 15 |
| PublicationDecade | 2010 |
| PublicationTitle | Expert systems with applications |
| PublicationYear | 2016 |
| Publisher | Elsevier Ltd |
| Publisher_xml | – name: Elsevier Ltd |
| References | Thole, Zimmermann, Zysno (bib0037) 1979; 2 Chang (bib0010) 2010; 18 Li, Lai (bib0024) 2000; 27 Dubois, Fortemps (bib0012) 1999; 118 Lai, Hwang (bib0020) 1992; 45 Jana, Roy (bib0018) 2007; 13 Yager (bib0043) 2009; 8 Luhandjula (bib0027) 2015; 274 Angelov (bib0002) 1997; 86 Zimmermann (bib0046) 1978; 1 Chakrabortty, Pal, Nayak (bib0008) 2013; 228 Rangaiah (bib0031) 2008; Volume 1 Rodriguez, Martinez, Herrera (bib0032) 2012; 20 Tzeng, Huang (bib0038) 2013 Lai, Hwang (bib0022) 1994 Edgeworth (bib0013) 1881 Chanas (bib0009) 1983; 11 Werners (bib0041) 1988 Zimmermann, Zysno (bib0047) 1980; 4 Garg, Rani, Sharma, Vishwakarma (bib0014) 2014; 41 Atanassov, Stoeva (bib0003) 1983 Zimmermann (bib0049) 1985; 36 Zimmermann (bib0048) 1983; 10 Tanaka, Okuda, Asai (bib0036) 1974; 3 Jimenez, Bilbao (bib0019) 2009; 160 Atanassov (bib0005) 1995; 1 Hwang, Masud (bib0015) 1979 Werners (bib0040) 1987; 31 Atanassov (bib0004) 1986; 20 Zadeh (bib0045) 1965; 8 Aggarwal, Mehra, Chandra (bib0001) 2012; 11 Baykasoglu, Gocken (bib0006) 2008; 19 Bellman, Zadeh (bib0007) 1970; 17 Rommelfanger (bib0034) 2007 Mizumoto (bib0029) 1989; 32 Luhandjula (bib0026) 2007; 1 Steuer (bib0035) 1989 Lai, Hwang (bib0021) 1993 Yang, Ignizio, Kim (bib0044) 1991; 41 Mahapatra, Mitra, Roy (bib0028) 2010; 12 Werners (bib0039) 1987; 23 Rommelfanger (bib0033) 1996; 92 Luhandjula (bib0025) 1982; 8 Jafarian, Rezvani (bib0017) 2013; 24 Xu, Zhou (bib0042) 2011 Ogryczak, Śliwiński (bib0030) 2003; 148 Inuiguchi, Lodwick (bib0016) 2013 Lee, Li (bib0023) 1993; 53 Dubey, Chandra, Mehra (bib0011) 2012; 188 Atanassov (10.1016/j.eswa.2016.08.048_bib0004) 1986; 20 Rommelfanger (10.1016/j.eswa.2016.08.048_bib0033) 1996; 92 Zadeh (10.1016/j.eswa.2016.08.048_bib0045) 1965; 8 Inuiguchi (10.1016/j.eswa.2016.08.048_bib0016) 2013 Garg (10.1016/j.eswa.2016.08.048_bib0014) 2014; 41 Werners (10.1016/j.eswa.2016.08.048_bib0041) 1988 Li (10.1016/j.eswa.2016.08.048_bib0024) 2000; 27 Zimmermann (10.1016/j.eswa.2016.08.048_bib0047) 1980; 4 Lee (10.1016/j.eswa.2016.08.048_bib0023) 1993; 53 Lai (10.1016/j.eswa.2016.08.048_bib0021) 1993 Rodriguez (10.1016/j.eswa.2016.08.048_bib0032) 2012; 20 Zimmermann (10.1016/j.eswa.2016.08.048_bib0048) 1983; 10 Luhandjula (10.1016/j.eswa.2016.08.048_bib0025) 1982; 8 Bellman (10.1016/j.eswa.2016.08.048_bib0007) 1970; 17 Rangaiah (10.1016/j.eswa.2016.08.048_bib0031) 2008; Volume 1 Angelov (10.1016/j.eswa.2016.08.048_bib0002) 1997; 86 Atanassov (10.1016/j.eswa.2016.08.048_bib0003) 1983 Jana (10.1016/j.eswa.2016.08.048_bib0018) 2007; 13 Chakrabortty (10.1016/j.eswa.2016.08.048_bib0008) 2013; 228 Werners (10.1016/j.eswa.2016.08.048_bib0040) 1987; 31 Yang (10.1016/j.eswa.2016.08.048_bib0044) 1991; 41 Tanaka (10.1016/j.eswa.2016.08.048_bib0036) 1974; 3 Werners (10.1016/j.eswa.2016.08.048_bib0039) 1987; 23 Lai (10.1016/j.eswa.2016.08.048_bib0020) 1992; 45 Mizumoto (10.1016/j.eswa.2016.08.048_bib0029) 1989; 32 Yager (10.1016/j.eswa.2016.08.048_bib0043) 2009; 8 Luhandjula (10.1016/j.eswa.2016.08.048_bib0026) 2007; 1 Hwang (10.1016/j.eswa.2016.08.048_bib0015) 1979 Zimmermann (10.1016/j.eswa.2016.08.048_bib0046) 1978; 1 Ogryczak (10.1016/j.eswa.2016.08.048_bib0030) 2003; 148 Chang (10.1016/j.eswa.2016.08.048_bib0010) 2010; 18 Luhandjula (10.1016/j.eswa.2016.08.048_bib0027) 2015; 274 Mahapatra (10.1016/j.eswa.2016.08.048_bib0028) 2010; 12 Dubey (10.1016/j.eswa.2016.08.048_bib0011) 2012; 188 Zimmermann (10.1016/j.eswa.2016.08.048_bib0049) 1985; 36 Dubois (10.1016/j.eswa.2016.08.048_bib0012) 1999; 118 Aggarwal (10.1016/j.eswa.2016.08.048_bib0001) 2012; 11 Jimenez (10.1016/j.eswa.2016.08.048_bib0019) 2009; 160 Rommelfanger (10.1016/j.eswa.2016.08.048_bib0034) 2007 Tzeng (10.1016/j.eswa.2016.08.048_bib0038) 2013 Xu (10.1016/j.eswa.2016.08.048_bib0042) 2011 Atanassov (10.1016/j.eswa.2016.08.048_bib0005) 1995; 1 Steuer (10.1016/j.eswa.2016.08.048_bib0035) 1989 Baykasoglu (10.1016/j.eswa.2016.08.048_bib0006) 2008; 19 Lai (10.1016/j.eswa.2016.08.048_bib0022) 1994 Edgeworth (10.1016/j.eswa.2016.08.048_bib0013) 1881 Thole (10.1016/j.eswa.2016.08.048_bib0037) 1979; 2 Jafarian (10.1016/j.eswa.2016.08.048_bib0017) 2013; 24 Chanas (10.1016/j.eswa.2016.08.048_bib0009) 1983; 11 |
| References_xml | – volume: 1 start-page: 45 year: 1978 end-page: 55 ident: bib0046 article-title: Fuzzy programming and linear programming with several objective functions publication-title: Fuzzy Sets and Systems – volume: 10 start-page: 291 year: 1983 end-page: 298 ident: bib0048 article-title: Fuzzy mathematical programming publication-title: Computers and Operations Research – volume: 17 start-page: B141 year: 1970 end-page: B164 ident: bib0007 article-title: Decision making in a fuzzy environment publication-title: Management Science – volume: 8 start-page: 67 year: 2009 end-page: 90 ident: bib0043 article-title: Some aspects of intuitionistic fuzzy sets publication-title: Fuzzy Optimization and Decision Making – year: 1979 ident: bib0015 article-title: Multiple objective decision making-methods and applications: A state- of-the-art survey – year: 1989 ident: bib0035 article-title: Multiple criteria optimization: Theory, computation, and application – volume: 1 start-page: 124 year: 2007 end-page: 136 ident: bib0026 article-title: Fuzzy mathematical programming: theory, applications and extension publication-title: Journal of Uncertain Systems – volume: 4 start-page: 37 year: 1980 end-page: 51 ident: bib0047 article-title: Latent connectives in human decision making publication-title: Fuzzy Sets and Systems – volume: 41 start-page: 39 year: 1991 end-page: 53 ident: bib0044 article-title: Fuzzy programming with nonlinear membership functions: piecewise linear approximation publication-title: Fuzzy Sets and Systems – volume: 11 start-page: 465 year: 2012 end-page: 480 ident: bib0001 article-title: Application of linear programming with I-fuzzy sets to matrix games with I-fuzzy goals publication-title: Fuzzy Optimization and Decision Making – volume: 228 start-page: 381 year: 2013 end-page: 387 ident: bib0008 article-title: Intuitionistic fuzzy optimization technique for Pareto optimal solution of manufacturing inventory models with shortages publication-title: European Journal of Operational Researc – volume: 148 start-page: 80 year: 2003 end-page: 91 ident: bib0030 article-title: On solving linear programs with the ordered weighted averaging objective publication-title: European Journal of Operational Research – volume: 12 start-page: 259 year: 2010 end-page: 266 ident: bib0028 article-title: Intuitionistic fuzzy multi-objective mathematical programming on reliability optimization model publication-title: International Journal of Fuzzy Systems – volume: 118 start-page: 95 year: 1999 end-page: 126 ident: bib0012 article-title: Computing improved optimal solutions to max–min flexible constraint satisfaction problems publication-title: European Journal of Operational Research – volume: 24 start-page: 133 year: 2013 end-page: 144 ident: bib0017 article-title: A valuation-based method for ranking intuitionistic fuzzy numbers publication-title: Journal of Intelligent and Fuzzy Systems – volume: 8 start-page: 245 year: 1982 end-page: 252 ident: bib0025 article-title: Compensatory operators in fuzzy linear programming with multiple objectives publication-title: Fuzzy Sets and Systems – volume: 20 start-page: 87 year: 1986 end-page: 96 ident: bib0004 article-title: Intuitionistic fuzzy sets publication-title: Fuzzy Sets and Systems – volume: 36 start-page: 29 year: 1985 end-page: 58 ident: bib0049 article-title: Application of fuzzy set theory to mathematical programming publication-title: Information Sciences – volume: 31 start-page: 342 year: 1987 end-page: 349 ident: bib0040 article-title: Interactive multiple objective programming subject to flexible constraints publication-title: European Journal of Operational Research – year: 2011 ident: bib0042 article-title: Fuzzy-like multiple objective decision making – volume: 11 start-page: 229 year: 1983 end-page: 241 ident: bib0009 article-title: The use of parametric programming in fuzzy linear programming publication-title: Fuzzy Sets and Systems – volume: 18 start-page: 412 year: 2010 end-page: 424 ident: bib0010 article-title: An approximation approach for representing S-shaped membership functions publication-title: Fuzzy Systems, IEEE Transactions on – volume: 32 start-page: 45 year: 1989 end-page: 79 ident: bib0029 article-title: Pictorial representations of fuzzy connectives, Part II: cases of compensatory operators and self-dual operators publication-title: Fuzzy Sets and Systems – volume: 92 start-page: 512 year: 1996 end-page: 527 ident: bib0033 article-title: Fuzzy linear programming and applications publication-title: European Journal of Operational Research – volume: 53 start-page: 275 year: 1993 end-page: 288 ident: bib0023 article-title: Fuzzy multiple objective programming and compromise programming with Pareto optimum publication-title: Fuzzy Sets and Systems – volume: 188 start-page: 68 year: 2012 end-page: 87 ident: bib0011 article-title: Fuzzy linear programming under interval uncertainty based on IFS representation publication-title: Fuzzy Sets and Systems – volume: 41 start-page: 3157 year: 2014 end-page: 3167 ident: bib0014 article-title: Intuitionistic fuzzy optimization technique for solving multi-objective reliability optimization problems in interval environment publication-title: Expert Systems with Applications – year: 1881 ident: bib0013 article-title: Mathematical psychics: An essay on the application of mathematics to the moral sciences – year: 2013 ident: bib0038 article-title: Fuzzy multiple objective decision making – year: 1993 ident: bib0021 article-title: Fuzzy mathematical Programming: Methods and applications – volume: 8 start-page: 338 year: 1965 end-page: 353 ident: bib0045 article-title: Fuzzy sets publication-title: Information and Control – volume: 23 start-page: 131 year: 1987 end-page: 147 ident: bib0039 article-title: An interactive fuzzy programming system publication-title: Fuzzy Sets and Systems – volume: 27 start-page: 43 year: 2000 end-page: 57 ident: bib0024 article-title: A fuzzy approach to the multiobjective transportation problem publication-title: Computers & Operations Research – volume: 20 start-page: 109 year: 2012 end-page: 119 ident: bib0032 article-title: Hesitant fuzzy linguistic terms sets for decision making publication-title: IEEE Transactions on Fuzzy Systems – volume: 3 start-page: 37 year: 1974 end-page: 46 ident: bib0036 article-title: On Fuzzy mathematical programming publication-title: Journal of Cybernetics – volume: 19 start-page: 205 year: 2008 end-page: 229 ident: bib0006 article-title: A review and classification of fuzzy mathematical programs publication-title: Journal of Intelligent and Fuzzy Systems – volume: 45 start-page: 169 year: 1992 end-page: 183 ident: bib0020 article-title: Interactive fuzzy linear programming publication-title: Fuzzy Sets and Systems – volume: Volume 1 year: 2008 ident: bib0031 publication-title: Multi-objective optimization: Techniques and applications in chemical engineering – volume: 86 start-page: 299 year: 1997 end-page: 306 ident: bib0002 article-title: Optimization in an intuitionistic fuzzy environment publication-title: Fuzzy Sets and Systems – start-page: 274 year: 2013 end-page: 279 ident: bib0016 article-title: The Contributions of K. Asai and H. Tanaka in Fuzzy Optimization publication-title: IFSA world congress and NAFIPS annual meeting (IFSA/NAFIPS), 2013 Joint – start-page: 23 year: 1983 end-page: 26 ident: bib0003 article-title: Intuitionistic fuzzy sets publication-title: Proceedings of the Polish symposium on interval & fuzzy mathematics – volume: 160 start-page: 2714 year: 2009 end-page: 2721 ident: bib0019 article-title: Pareto-optimal solutions in fuzzy multi-objective linear programming publication-title: Fuzzy Sets and Systems – volume: 13 start-page: 34 year: 2007 end-page: 51 ident: bib0018 article-title: Multi-objective intuitionistic fuzzy linear programming and its application in transportation model publication-title: Notes on Intuitionistic Fuzzy Sets – start-page: 295 year: 1988 end-page: 305 ident: bib0041 article-title: Aggregation models in mathematical programming, mathematical models for decision support – start-page: 324 year: 2007 end-page: 333 ident: bib0034 article-title: Optimization of fuzzy objective functions in fuzzy (Multicriteria) linear programs: a critical survey publication-title: Theoretical advances and applications of fuzzy logic and soft computing – volume: 2 start-page: 167 year: 1979 end-page: 180 ident: bib0037 article-title: On the suitability of minimum and product operators for the intersection of fuzzy sets publication-title: Fuzzy Sets and Systems – volume: 274 start-page: 4 year: 2015 end-page: 11 ident: bib0027 article-title: Fuzzy optimization: milestones and perspectives publication-title: Fuzzy Sets and Systems – year: 1994 ident: bib0022 article-title: Fuzzy multiple objective decision making: Methods and applications – volume: 1 start-page: 17 year: 1995 end-page: 24 ident: bib0005 article-title: Ideas for intuitionistic fuzzy equations, inequalities and optimization publication-title: Notes on Intuitionistic Fuzzy Sets – volume: 8 start-page: 67 issue: 1 year: 2009 ident: 10.1016/j.eswa.2016.08.048_bib0043 article-title: Some aspects of intuitionistic fuzzy sets publication-title: Fuzzy Optimization and Decision Making doi: 10.1007/s10700-009-9052-7 – start-page: 295 year: 1988 ident: 10.1016/j.eswa.2016.08.048_bib0041 – volume: 8 start-page: 245 issue: 3 year: 1982 ident: 10.1016/j.eswa.2016.08.048_bib0025 article-title: Compensatory operators in fuzzy linear programming with multiple objectives publication-title: Fuzzy Sets and Systems doi: 10.1016/S0165-0114(82)80003-1 – year: 1989 ident: 10.1016/j.eswa.2016.08.048_bib0035 – volume: 4 start-page: 37 issue: 1 year: 1980 ident: 10.1016/j.eswa.2016.08.048_bib0047 article-title: Latent connectives in human decision making publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(80)90062-7 – volume: 148 start-page: 80 issue: 1 year: 2003 ident: 10.1016/j.eswa.2016.08.048_bib0030 article-title: On solving linear programs with the ordered weighted averaging objective publication-title: European Journal of Operational Research doi: 10.1016/S0377-2217(02)00399-5 – volume: 11 start-page: 465 issue: 4 year: 2012 ident: 10.1016/j.eswa.2016.08.048_bib0001 article-title: Application of linear programming with I-fuzzy sets to matrix games with I-fuzzy goals publication-title: Fuzzy Optimization and Decision Making doi: 10.1007/s10700-012-9123-z – volume: 20 start-page: 87 year: 1986 ident: 10.1016/j.eswa.2016.08.048_bib0004 article-title: Intuitionistic fuzzy sets publication-title: Fuzzy Sets and Systems doi: 10.1016/S0165-0114(86)80034-3 – start-page: 23 year: 1983 ident: 10.1016/j.eswa.2016.08.048_bib0003 article-title: Intuitionistic fuzzy sets – volume: Volume 1 year: 2008 ident: 10.1016/j.eswa.2016.08.048_bib0031 – year: 2013 ident: 10.1016/j.eswa.2016.08.048_bib0038 – year: 1881 ident: 10.1016/j.eswa.2016.08.048_bib0013 – start-page: 324 year: 2007 ident: 10.1016/j.eswa.2016.08.048_bib0034 article-title: Optimization of fuzzy objective functions in fuzzy (Multicriteria) linear programs: a critical survey – volume: 86 start-page: 299 issue: 3 year: 1997 ident: 10.1016/j.eswa.2016.08.048_bib0002 article-title: Optimization in an intuitionistic fuzzy environment publication-title: Fuzzy Sets and Systems doi: 10.1016/S0165-0114(96)00009-7 – volume: 45 start-page: 169 issue: 2 year: 1992 ident: 10.1016/j.eswa.2016.08.048_bib0020 article-title: Interactive fuzzy linear programming publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(92)90116-L – volume: 1 start-page: 17 issue: 1 year: 1995 ident: 10.1016/j.eswa.2016.08.048_bib0005 article-title: Ideas for intuitionistic fuzzy equations, inequalities and optimization publication-title: Notes on Intuitionistic Fuzzy Sets – volume: 41 start-page: 39 issue: 1 year: 1991 ident: 10.1016/j.eswa.2016.08.048_bib0044 article-title: Fuzzy programming with nonlinear membership functions: piecewise linear approximation publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(91)90156-K – year: 1979 ident: 10.1016/j.eswa.2016.08.048_bib0015 – volume: 17 start-page: B141 year: 1970 ident: 10.1016/j.eswa.2016.08.048_bib0007 article-title: Decision making in a fuzzy environment publication-title: Management Science doi: 10.1287/mnsc.17.4.B141 – volume: 2 start-page: 167 issue: 2 year: 1979 ident: 10.1016/j.eswa.2016.08.048_bib0037 article-title: On the suitability of minimum and product operators for the intersection of fuzzy sets publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(79)90023-X – year: 1993 ident: 10.1016/j.eswa.2016.08.048_bib0021 – year: 2011 ident: 10.1016/j.eswa.2016.08.048_bib0042 – volume: 188 start-page: 68 issue: 1 year: 2012 ident: 10.1016/j.eswa.2016.08.048_bib0011 article-title: Fuzzy linear programming under interval uncertainty based on IFS representation publication-title: Fuzzy Sets and Systems doi: 10.1016/j.fss.2011.09.008 – volume: 31 start-page: 342 issue: 3 year: 1987 ident: 10.1016/j.eswa.2016.08.048_bib0040 article-title: Interactive multiple objective programming subject to flexible constraints publication-title: European Journal of Operational Research doi: 10.1016/0377-2217(87)90043-9 – volume: 41 start-page: 3157 issue: 7 year: 2014 ident: 10.1016/j.eswa.2016.08.048_bib0014 article-title: Intuitionistic fuzzy optimization technique for solving multi-objective reliability optimization problems in interval environment publication-title: Expert Systems with Applications doi: 10.1016/j.eswa.2013.11.014 – year: 1994 ident: 10.1016/j.eswa.2016.08.048_bib0022 – volume: 36 start-page: 29 issue: 1 year: 1985 ident: 10.1016/j.eswa.2016.08.048_bib0049 article-title: Application of fuzzy set theory to mathematical programming publication-title: Information Sciences doi: 10.1016/0020-0255(85)90025-8 – volume: 1 start-page: 45 issue: 1 year: 1978 ident: 10.1016/j.eswa.2016.08.048_bib0046 article-title: Fuzzy programming and linear programming with several objective functions publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(78)90031-3 – volume: 118 start-page: 95 year: 1999 ident: 10.1016/j.eswa.2016.08.048_bib0012 article-title: Computing improved optimal solutions to max–min flexible constraint satisfaction problems publication-title: European Journal of Operational Research doi: 10.1016/S0377-2217(98)00307-5 – volume: 10 start-page: 291 issue: 4 year: 1983 ident: 10.1016/j.eswa.2016.08.048_bib0048 article-title: Fuzzy mathematical programming publication-title: Computers and Operations Research doi: 10.1016/0305-0548(83)90004-7 – volume: 23 start-page: 131 issue: 1 year: 1987 ident: 10.1016/j.eswa.2016.08.048_bib0039 article-title: An interactive fuzzy programming system publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(87)90105-9 – volume: 160 start-page: 2714 issue: 18 year: 2009 ident: 10.1016/j.eswa.2016.08.048_bib0019 article-title: Pareto-optimal solutions in fuzzy multi-objective linear programming publication-title: Fuzzy Sets and Systems doi: 10.1016/j.fss.2008.12.005 – volume: 3 start-page: 37 issue: 4 year: 1974 ident: 10.1016/j.eswa.2016.08.048_bib0036 article-title: On Fuzzy mathematical programming publication-title: Journal of Cybernetics doi: 10.1080/01969727308545912 – volume: 13 start-page: 34 issue: 1 year: 2007 ident: 10.1016/j.eswa.2016.08.048_bib0018 article-title: Multi-objective intuitionistic fuzzy linear programming and its application in transportation model publication-title: Notes on Intuitionistic Fuzzy Sets – volume: 20 start-page: 109 issue: 1 year: 2012 ident: 10.1016/j.eswa.2016.08.048_bib0032 article-title: Hesitant fuzzy linguistic terms sets for decision making publication-title: IEEE Transactions on Fuzzy Systems doi: 10.1109/TFUZZ.2011.2170076 – volume: 8 start-page: 338 issue: 3 year: 1965 ident: 10.1016/j.eswa.2016.08.048_bib0045 article-title: Fuzzy sets publication-title: Information and Control doi: 10.1016/S0019-9958(65)90241-X – start-page: 274 year: 2013 ident: 10.1016/j.eswa.2016.08.048_bib0016 article-title: The Contributions of K. Asai and H. Tanaka in Fuzzy Optimization – volume: 32 start-page: 45 issue: 1 year: 1989 ident: 10.1016/j.eswa.2016.08.048_bib0029 article-title: Pictorial representations of fuzzy connectives, Part II: cases of compensatory operators and self-dual operators publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(89)90087-0 – volume: 24 start-page: 133 issue: 1 year: 2013 ident: 10.1016/j.eswa.2016.08.048_bib0017 article-title: A valuation-based method for ranking intuitionistic fuzzy numbers publication-title: Journal of Intelligent and Fuzzy Systems doi: 10.3233/IFS-2012-0537 – volume: 92 start-page: 512 issue: 3 year: 1996 ident: 10.1016/j.eswa.2016.08.048_bib0033 article-title: Fuzzy linear programming and applications publication-title: European Journal of Operational Research doi: 10.1016/0377-2217(95)00008-9 – volume: 19 start-page: 205 issue: 3 year: 2008 ident: 10.1016/j.eswa.2016.08.048_bib0006 article-title: A review and classification of fuzzy mathematical programs publication-title: Journal of Intelligent and Fuzzy Systems – volume: 12 start-page: 259 issue: 3 year: 2010 ident: 10.1016/j.eswa.2016.08.048_bib0028 article-title: Intuitionistic fuzzy multi-objective mathematical programming on reliability optimization model publication-title: International Journal of Fuzzy Systems – volume: 18 start-page: 412 issue: 2 year: 2010 ident: 10.1016/j.eswa.2016.08.048_bib0010 article-title: An approximation approach for representing S-shaped membership functions publication-title: Fuzzy Systems, IEEE Transactions on – volume: 274 start-page: 4 year: 2015 ident: 10.1016/j.eswa.2016.08.048_bib0027 article-title: Fuzzy optimization: milestones and perspectives publication-title: Fuzzy Sets and Systems doi: 10.1016/j.fss.2014.01.004 – volume: 11 start-page: 229 issue: 1 year: 1983 ident: 10.1016/j.eswa.2016.08.048_bib0009 article-title: The use of parametric programming in fuzzy linear programming publication-title: Fuzzy Sets and Systems – volume: 1 start-page: 124 issue: 2 year: 2007 ident: 10.1016/j.eswa.2016.08.048_bib0026 article-title: Fuzzy mathematical programming: theory, applications and extension publication-title: Journal of Uncertain Systems – volume: 228 start-page: 381 issue: 2 year: 2013 ident: 10.1016/j.eswa.2016.08.048_bib0008 article-title: Intuitionistic fuzzy optimization technique for Pareto optimal solution of manufacturing inventory models with shortages publication-title: European Journal of Operational Researc doi: 10.1016/j.ejor.2013.01.046 – volume: 53 start-page: 275 issue: 3 year: 1993 ident: 10.1016/j.eswa.2016.08.048_bib0023 article-title: Fuzzy multiple objective programming and compromise programming with Pareto optimum publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(93)90399-3 – volume: 27 start-page: 43 issue: 1 year: 2000 ident: 10.1016/j.eswa.2016.08.048_bib0024 article-title: A fuzzy approach to the multiobjective transportation problem publication-title: Computers & Operations Research doi: 10.1016/S0305-0548(99)00007-6 |
| SSID | ssj0017007 |
| Score | 2.446139 |
| Snippet | •We propose a new intuitionistic fuzzy approach for solving multi-objective problems.•The approach is an interactive procedure.•The approach considers the... |
| SourceID | crossref elsevier |
| SourceType | Enrichment Source Index Database Publisher |
| StartPage | 181 |
| SubjectTerms | Goal programming Interactive procedure Intuitionistic fuzzy sets Multi-objective optimization |
| Title | An intuitionistic fuzzy goal programming approach for finding pareto-optimal solutions to multi-objective programming problems |
| URI | https://dx.doi.org/10.1016/j.eswa.2016.08.048 |
| Volume | 65 |
| WOSCitedRecordID | wos000385606200014&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: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 customDbUrl: eissn: 1873-6793 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0017007 issn: 0957-4174 databaseCode: AIEXJ dateStart: 19950101 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9NAEF5FKQcuvBHlpT1wi1x5bcdrHy0UVDhUSC1Sbtaud5cmauyqcdqSA_-Hf8nsy7EDqgCJi5VYXmfl-TKe2Z3vG4TepZRlQoAFqORhkChBAs6p4cpERIKZVSVMswl6cpLN5_nn0eiH58JcX9C6zm5v88v_amo4B8bW1Nm_MHd3UzgBn8HocASzw_GPDF_o2sV2Y0qxjArzRG2222-Tr40mXdlyrJWhJjo5cVNpaPauNTFdd71tggY8yUpTSfxUdYxqig-Dhi-tkxzczDWmWQ9W-rWMcuvEoj2Nrrdhvttj2q4WtmRXsa5Y2HxZ2PXZ2XmvdqhYWd2DU6b3H44h-of4lgl53l_BIKbvj-Vw2mU1T63Z1THZ9UkaJMS28DmS1jtnNA5SalsqevedTnv-l9j-L-5VTuyVv7wl7ILF8kiub7T0FEmNiqtV_NxT3z7V89DTgLg1hFQWEu2DiE7zbIwOio-z-aduy4qGlpvv5-0YWraYcP-Xfh8F9SKbs0fogUtJcGGh9BiNZP0EPfTtPrDz_k_R96LGQ2RhgyyskYV7YMAeWRiQhR2y8BBZuEMWbhu8h6zBzTyynqEvH2Zn748D174jqOIwbAPCiBIhn9JYhDljEVc5hJuJ5AmDmFGFuRKRzMEdyIxTRVgO2X8ihazSmKRKyvg5GtdNLV8gnMhccpqxKBWhzjA4PEItFUmJhHQlVoeI-MdZVk7bXrdYuSh9EeOy1CYotQlK3Xc1yQ7RpBtzaZVd7rx66q1UutjUxpwlgOqOcS__cdwrdH_3V3mNxu3VRr5B96rrdrG-euuw9xO-y71z |
| linkProvider | Elsevier |
| 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=An+intuitionistic+fuzzy+goal+programming+approach+for+finding+pareto-optimal+solutions+to+multi-objective+programming+problems&rft.jtitle=Expert+systems+with+applications&rft.au=Razmi%2C+Jafar&rft.au=Jafarian%2C+Ehsan&rft.au=Amin%2C+Saman+Hassanzadeh&rft.date=2016-12-15&rft.pub=Elsevier+Ltd&rft.issn=0957-4174&rft.eissn=1873-6793&rft.volume=65&rft.spage=181&rft.epage=193&rft_id=info:doi/10.1016%2Fj.eswa.2016.08.048&rft.externalDocID=S0957417416304481 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0957-4174&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0957-4174&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0957-4174&client=summon |