A Novel Interactive Fuzzy Programming Approach for Optimization of Allied Closed-Loop Supply Chains

In recent years, the relationship between companies and suppliers has changed with the continuous rise in environmental awareness and customer expectations. In order to fulfill customers’ needs, the actors in a Supply Chain (SC) network sometimes compete and sometimes cooperate with each other. In S...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	International journal of computational intelligence systems Jg. 11; H. 1; S. 672 - 691
Hauptverfasser:	Çalık, Ahmet, Pehlivan, Nimet Yapıcı, Paksoy, Turan, Weber, Gerhard Wilhelm
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Dordrecht Springer Netherlands 01.01.2018 Springer Nature B.V Springer
Schlagworte:	Analytic hierarchy process Business competition Closed-Loop Supply Chain Optimization Collaboration Collection Common Sources Customers Government regulations Integer programming Interactive Fuzzy Programming Linear programming Logistics Mixed integer Multi-Level Programming Optimization Preferred Compromise Solution Profitability Research Article Suppliers Supply chains Closed-Loop Supply Chain Optimization Preferred Compromise Solution Common Sources Interactive Fuzzy Programming Multi-Level Programming
ISSN:	1875-6891, 1875-6883, 1875-6883
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Abstract	In recent years, the relationship between companies and suppliers has changed with the continuous rise in environmental awareness and customer expectations. In order to fulfill customers’ needs, the actors in a Supply Chain (SC) network sometimes compete and sometimes cooperate with each other. In SC management, both competitive and collaborative strategies have become important and have required different points of view. In a collaborative environment, companies should strive for common targets with mutual relationship. After managers decided to share their resources, some positive effects have appeared on the companies and suppliers’ performance such as profitability, flexibility and efficiency. Consequently, many companies are willing to cooperate with each other in a SC network because of these reasons. On the other hand, Closed-Loop Supply Chain (CLSC) management has been attracting a growing interest because of increased environmental issues, government regulations and customer pressures. Based on this initiative, our paper presents a novel allied CLSC network design model with two different SCs including common suppliers and common collection centers. First, a decentralized multi-level Mixed-Integer Linear Programming (MILP) model that consists of two different levels of Decision Makers (DMs) is developed. The plants of common SCs comprise the upper-level DMs, common suppliers, common collection centers, and the logistics firm comprises the lower-level DMs. A novel Interactive Fuzzy Programming (IFP) approach using Fuzzy Analytic Hierarchy Process (AHP) is proposed to obtain a preferred compromise solution for the developed model. Through use of Fuzzy AHP in the proposed IFP approach, the DMs can identify the importance of the lower-level DMs. In order to validate the developed model and the proposed IFP approach, a numerical example is implemented. According to the obtained results, our proposed IFP method outperforms Sakawa and Nishizaki’s 1 and Çalık et al.’s 2 approach with respect to the satisfaction degrees of upper-level DMs for the developed CLSC model.
AbstractList	In recent years, the relationship between companies and suppliers has changed with the continuous rise in environmental awareness and customer expectations. In order to fulfill customers’ needs, the actors in a Supply Chain (SC) network sometimes compete and sometimes cooperate with each other. In SC management, both competitive and collaborative strategies have become important and have required different points of view. In a collaborative environment, companies should strive for common targets with mutual relationship. After managers decided to share their resources, some positive effects have appeared on the companies and suppliers’ performance such as profitability, flexibility and efficiency. Consequently, many companies are willing to cooperate with each other in a SC network because of these reasons. On the other hand, Closed-Loop Supply Chain (CLSC) management has been attracting a growing interest because of increased environmental issues, government regulations and customer pressures. Based on this initiative, our paper presents a novel allied CLSC network design model with two different SCs including common suppliers and common collection centers. First, a decentralized multi-level Mixed-Integer Linear Programming (MILP) model that consists of two different levels of Decision Makers (DMs) is developed. The plants of common SCs comprise the upper-level DMs, common suppliers, common collection centers, and the logistics firm comprises the lower-level DMs. A novel Interactive Fuzzy Programming (IFP) approach using Fuzzy Analytic Hierarchy Process (AHP) is proposed to obtain a preferred compromise solution for the developed model. Through use of Fuzzy AHP in the proposed IFP approach, the DMs can identify the importance of the lower-level DMs. In order to validate the developed model and the proposed IFP approach, a numerical example is implemented. According to the obtained results, our proposed IFP method outperforms Sakawa and Nishizaki’s 1 and Çalık et al.’s 2 approach with respect to the satisfaction degrees of upper-level DMs for the developed CLSC model. In recent years, the relationship between companies and suppliers has changed with the continuous rise in environmental awareness and customer expectations. In order to fulfill customers’ needs, the actors in a Supply Chain (SC) network sometimes compete and sometimes cooperate with each other. In SC management, both competitive and collaborative strategies have become important and have required different points of view. In a collaborative environment, companies should strive for common targets with mutual relationship. After managers decided to share their resources, some positive effects have appeared on the companies and suppliers’ performance such as profitability, flexibility and efficiency. Consequently, many companies are willing to cooperate with each other in a SC network because of these reasons. On the other hand, Closed-Loop Supply Chain (CLSC) management has been attracting a growing interest because of increased environmental issues, government regulations and customer pressures. Based on this initiative, our paper presents a novel allied CLSC network design model with two different SCs including common suppliers and common collection centers. First, a decentralized multi-level Mixed-Integer Linear Programming (MILP) model that consists of two different levels of Decision Makers (DMs) is developed. The plants of common SCs comprise the upper-level DMs, common suppliers, common collection centers, and the logistics firm comprises the lower-level DMs. A novel Interactive Fuzzy Programming (IFP) approach using Fuzzy Analytic Hierarchy Process (AHP) is proposed to obtain a preferred compromise solution for the developed model. Through use of Fuzzy AHP in the proposed IFP approach, the DMs can identify the importance of the lower-level DMs. In order to validate the developed model and the proposed IFP approach, a numerical example is implemented. According to the obtained results, our proposed IFP method outperforms Sakawa and Nishizaki’s1 and Çalık et al.’s2 approach with respect to the satisfaction degrees of upper-level DMs for the developed CLSC model.
Author	Paksoy, Turan Weber, Gerhard Wilhelm Pehlivan, Nimet Yapıcı Çalık, Ahmet
Author_xml	– sequence: 1 givenname: Ahmet surname: Çalık fullname: Çalık, Ahmet email: ahmetcalik51@gmail.com organization: Logistics Management, KTO Karatay University – sequence: 2 givenname: Nimet Yapıcı surname: Pehlivan fullname: Pehlivan, Nimet Yapıcı organization: Statistics, Selçuk University – sequence: 3 givenname: Turan surname: Paksoy fullname: Paksoy, Turan organization: Industrial Engineering, Selçuk University – sequence: 4 givenname: Gerhard Wilhelm surname: Weber fullname: Weber, Gerhard Wilhelm organization: Department of Applied Mathematics, Middle East Technical University, Chair of Marketing and Economic Engineering, Faculty of Engineering Management, Poznan University of Technology
BookMark	eNp1Ud2LEzEQD3KC53mPvgd83jXJJtnksRRPC8UT1OcwzUcvZbtZk_Sg_etdWznh8GBghuH3MR9v0dWYRo_Qe0papjX9GHc2lpbSlraCvULXVPWikUp1V0-1pm_QbSk7QgijnBDOr5Fd4K_p0Q94NVafwdb46PHd4XQ64m85bTPs93Hc4sU05QT2AYeU8f1U4z6eoMY04hTwYhiid3g5pOJds05pwt8P0zQc8fIB4ljeodcBhuJv_-Yb9PPu04_ll2Z9_3m1XKwby4muzUYxzjWD4FQfek0758BTB5pzuhESOlAWnPIbFbo5BPAQvJVWEt8zxWh3g1YXXZdgZ6Yc95CPJkE050bKWwO5Rjt447jsNlI5p4FwaWcTJwglgqogOsXIrPXhojXv_evgSzW7dMjjPL5hXPZCC03kjGouKJtTKdmHJ1dKzJ-3mPNbDKWGGsFmfPcMb2M937FmiMOLrPbCKrP6uPX53yz_J_wG6rWkbA
CitedBy_id	crossref_primary_10_1016_j_jclepro_2021_129101 crossref_primary_10_1007_s12652_021_02975_7 crossref_primary_10_1108_JEIM_09_2019_0302 crossref_primary_10_1111_coin_12240 crossref_primary_10_1016_j_wasman_2019_10_038 crossref_primary_10_1016_j_ejor_2023_02_033 crossref_primary_10_1108_TQM_12_2021_0372 crossref_primary_10_1016_j_jclepro_2020_125141 crossref_primary_10_1007_s10878_020_00677_y crossref_primary_10_1016_j_iot_2024_101401
ContentType	Journal Article
Copyright	the Authors. Published by Atlantis Press 2018 2018. This work is licensed under http://creativecommons.org/licences/by-nc/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml	– notice: the Authors. Published by Atlantis Press 2018 – notice: 2018. This work is licensed under http://creativecommons.org/licences/by-nc/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID	AAYXX CITATION 7SC 8FD 8FE 8FG AFKRA ARAPS AZQEC BENPR BGLVJ CCPQU DWQXO GNUQQ HCIFZ JQ2 K7- L7M L~C L~D P62 PHGZM PHGZT PKEHL PQEST PQGLB PQQKQ PQUKI PRINS DOA
DOI	10.2991/ijcis.11.1.52
DatabaseName	CrossRef Computer and Information Systems Abstracts Technology Research Database ProQuest SciTech Collection ProQuest Technology Collection ProQuest Central UK/Ireland Advanced Technologies & Computer Science Collection ProQuest Central Essentials ProQuest Central Technology Collection ProQuest One Community College ProQuest Central Korea ProQuest Central Student SciTech Premium Collection ProQuest Computer Science Collection Computer Science Database Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Premium ProQuest One Academic (New) ProQuest One Academic Middle East (New) ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Applied & Life Sciences ProQuest One Academic (retired) ProQuest One Academic UKI Edition ProQuest Central China DOAJ Directory of Open Access Journals
DatabaseTitle	CrossRef Computer Science Database ProQuest Central Student Technology Collection Technology Research Database Computer and Information Systems Abstracts – Academic ProQuest One Academic Middle East (New) ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Essentials ProQuest Computer Science Collection Computer and Information Systems Abstracts SciTech Premium Collection ProQuest One Community College ProQuest Central China ProQuest Central ProQuest One Applied & Life Sciences ProQuest Central Korea ProQuest Central (New) Advanced Technologies Database with Aerospace Advanced Technologies & Aerospace Collection ProQuest One Academic Eastern Edition ProQuest Technology Collection ProQuest SciTech Collection Computer and Information Systems Abstracts Professional ProQuest One Academic UKI Edition ProQuest One Academic ProQuest One Academic (New)
DatabaseTitleList	Computer Science Database
Database_xml	– sequence: 1 dbid: DOA name: DOAJ Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website – sequence: 2 dbid: BENPR name: ProQuest Central url: https://www.proquest.com/central sourceTypes: Aggregation Database
DeliveryMethod	fulltext_linktorsrc
Discipline	Computer Science
EISSN	1875-6883
EndPage	691
ExternalDocumentID	oai_doaj_org_article_d463b68dd9a046cda9d5010518f53820 10_2991_ijcis_11_1_52
GroupedDBID	0R~ 4.4 5GY AAFWJ AAJSJ AAKKN AAYZJ ABEEZ ABFIM ACACY ACGFS ACULB ADBBV ADCVX ADMSI AENEX AFGXO AFKRA AFPKN AHDSZ ALMA_UNASSIGNED_HOLDINGS ARAPS ARCSS AVBZW BCNDV BENPR BGLVJ C24 C6C CS3 DU5 EBLON EBS EJD GROUPED_DOAJ GTTXZ H13 HCIFZ HZ~ IL9 IPNFZ J~4 K7- M4Z O9- OK1 PIMPY RIG RSV SOJ TDBHL TFL TFW TR2 AASML AAYXX AFFHD AQTUD CCPQU CITATION PHGZM PHGZT PQGLB 7SC 8FD 8FE 8FG AZQEC DWQXO GNUQQ JQ2 L7M L~C L~D P62 PKEHL PQEST PQQKQ PQUKI PRINS
ID	FETCH-LOGICAL-c409t-b824492afd87f7913ddae1da9441b56a3a8cad8eb8f38f35a4ffec6c60e728213
IEDL.DBID	DOA
ISICitedReferencesCount	11
ISICitedReferencesURI	http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000430620000052&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN	1875-6891 1875-6883
IngestDate	Fri Oct 03 12:33:31 EDT 2025 Tue Oct 21 14:12:43 EDT 2025 Sat Nov 29 02:36:50 EST 2025 Tue Nov 18 21:59:10 EST 2025 Fri Feb 21 02:40:32 EST 2025
IsDoiOpenAccess	true
IsOpenAccess	true
IsPeerReviewed	true
IsScholarly	true
Issue	1
Keywords	Closed-Loop Supply Chain Optimization Preferred Compromise Solution Common Sources Interactive Fuzzy Programming Multi-Level Programming
Language	English
LinkModel	DirectLink
MergedId	FETCHMERGED-LOGICAL-c409t-b824492afd87f7913ddae1da9441b56a3a8cad8eb8f38f35a4ffec6c60e728213
Notes	ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14
OpenAccessLink	https://doaj.org/article/d463b68dd9a046cda9d5010518f53820
PQID	2467595906
PQPubID	4869256
PageCount	20
ParticipantIDs	doaj_primary_oai_doaj_org_article_d463b68dd9a046cda9d5010518f53820 proquest_journals_2467595906 crossref_primary_10_2991_ijcis_11_1_52 crossref_citationtrail_10_2991_ijcis_11_1_52 springer_journals_10_2991_ijcis_11_1_52
PublicationCentury	2000
PublicationDate	20180100 2018-00-00 20180101 2018-01-01
PublicationDateYYYYMMDD	2018-01-01
PublicationDate_xml	– month: 1 year: 2018 text: 20180100
PublicationDecade	2010
PublicationPlace	Dordrecht
PublicationPlace_xml	– name: Dordrecht – name: Abingdon
PublicationTitle	International journal of computational intelligence systems
PublicationTitleAbbrev	Int J Comput Intell Syst
PublicationYear	2018
Publisher	Springer Netherlands Springer Nature B.V Springer
Publisher_xml	– name: Springer Netherlands – name: Springer Nature B.V – name: Springer
References	Li, Zhang, Li (CR47) 2006; 157 Srivastava (CR19) 2008; 36 Osman, Abo-Sinna, Amer, Emam (CR39) 2004; 153 CR38 Sakawa, Nishizaki, Uemura (CR30) 2002; 141 CR36 Ivanov, Pavlov, Sokolov (CR23) 2014; 237 Lai (CR11) 1996; 77 Fahimnia, Sarkis, Eshragh (CR25) 2015; 54 Zakeri, Dehghanian, Fahimnia, Sarkis (CR29) 2015; 164 CR2 CR4 Kannan, Diabat, Alrefaei, Govindan, Yong (CR24) 2012; 67 CR5 Torabi, Hassini (CR33) 2008; 159 CR9 Baky (CR37) 2010; 34 CR48 CR46 CR45 Mishra, Ghosh (CR32) 2006; 143 Salema, Barbosa-Povoa, Novais (CR18) 2007; 179 CR40 Sakawa, Nishizaki, Hitaka (CR42) 2001; 117 Fahimnia, Sarkis, Choudhary, Eshragh (CR27) 2015; 164 Shafiee, Lotfi, Saleh, Ghaderi (CR44) 2016; 12 Tseng, Lin, Lin, Chen, Tan (CR22) 2014; 41 Fahimnia, Sarkis, Boland, Reisi, Goh (CR26) 2015; 53 Liang (CR31) 2006; 157 Ahlatcioglu, Tiryaki (CR8) 2007; 35 CR17 Selim, Ozkarahan (CR34) 2008; 36 CR16 CR14 CR12 CR10 Martí, Tancrez, Seifert (CR28) 2015; 166 CR50 Zarandi, Sisakht, Davari (CR35) 2011; 56 Govindan, Soleimani, Kannan (CR6) 2015; 240 Sakawa, Nishizaki (CR1) 2002; 125 Olugu, Wong (CR20) 2012; 39 Sakawa, Nishizaki, Uemura (CR13) 1998; 36 Dullaert, Olli, Marc, Birger (CR3) 2007; 7 Zimmermann (CR15) 1978; 1 Sinha (CR41) 2003; 136 Hong, Ammons, Realff (CR7) 2008; 116 Zhou, Xiong, Li, Xiong, Beck (CR21) 2013; 51 Sakawa, Matsui (CR43) 2014; 41 Buckley (CR49) 1985; 15
References_xml	– ident: CR45 – volume: 153 start-page: 239 year: 2004 end-page: 252 ident: CR39 article-title: A multi-level nonlinear multi-objective decision making under fuzziness publication-title: Applied Mathematics and Computation – volume: 240 start-page: 603 year: 2015 end-page: 626 ident: CR6 article-title: Reverse logistics and closed-loop supply chain: A comprehensive review to explore the future publication-title: European Journal of Operational Research – volume: 53 start-page: 6522 year: 2015 end-page: 6533 ident: CR26 article-title: Policy insights from a green supply chain optimisation model publication-title: International Journal of Production Research – volume: 36 start-page: 535 year: 2008 end-page: 548 ident: CR19 article-title: Network design for reverse logistics publication-title: Omega – ident: CR4 – ident: CR16 – ident: CR12 – volume: 117 start-page: 95 year: 2001 end-page: 111 ident: CR42 article-title: Interactive fuzzy programming for multi-level 0–1 programming problems with fuzzy parameters through genetic algorithms publication-title: Fuzzy Sets and Systems – volume: 36 start-page: 71 year: 1998 end-page: 86 ident: CR13 article-title: Interactive fuzzy programming for multilevel linear programming problems publication-title: Computers & Mathematics with Applications – volume: 1 start-page: 45 year: 1978 end-page: 55 ident: CR15 article-title: Fuzzy programming and linear programming with several objective functions publication-title: Fuzzy Sets and Systems – volume: 15 start-page: 21 year: 1985 end-page: 31 ident: CR49 article-title: Ranking alternatives using fuzzy numbers publication-title: Fuzzy Sets and Systems – volume: 35 start-page: 432 year: 2007 end-page: 450 ident: CR8 article-title: Interactive fuzzy programming for decentralized two-level linear fractional programming (DTLLFP) problems publication-title: Omega – volume: 164 start-page: 206 year: 2015 end-page: 215 ident: CR27 article-title: Tactical supply chain planning under a carbon tax policy scheme: A case study publication-title: International Journal of Production Economics – volume: 12 start-page: 81 year: 2016 end-page: 91 ident: CR44 article-title: A mixed integer bi-level DEA model for bank branch performance evaluation by Stackelberg approach publication-title: Journal of Industrial Engineering International – ident: CR46 – ident: CR50 – volume: 36 start-page: 401 year: 2008 end-page: 418 ident: CR34 article-title: A supply chain distribution network design model: An interactive fuzzy goal programming-based solution approach publication-title: The International Journal of Advanced Manufacturing Technology – ident: CR9 – volume: 159 start-page: 193 year: 2008 end-page: 214 ident: CR33 article-title: An interactive possibilistic programming approach for multiple objective supply chain master planning publication-title: Fuzzy Sets and Systems – ident: CR36 – ident: CR5 – volume: 164 start-page: 197 year: 2015 end-page: 205 ident: CR29 article-title: Carbon pricing versus emissions trading: A supply chain planning perspective publication-title: International Journal of Production Economics – volume: 54 start-page: 173 year: 2015 end-page: 190 ident: CR25 article-title: A tradeoff model for green supply chain planning:A leanness-versus-greenness analysis publication-title: Omega – volume: 157 start-page: 1303 year: 2006 end-page: 1316 ident: CR31 article-title: Distribution planning decisions using interactive fuzzy multi-objective linear programming publication-title: Fuzzy Sets and Systems – volume: 41 start-page: 2957 year: 2014 end-page: 2963 ident: CR43 article-title: Interactive fuzzy stochastic multi-level 0–1 programming using tabu search and probability maximization publication-title: Expert Systems with Applications – volume: 136 start-page: 189 year: 2003 end-page: 202 ident: CR41 article-title: Fuzzy programming approach to multi-level programming problems publication-title: Fuzzy Sets Systems – volume: 41 start-page: 3250 year: 2014 end-page: 3260 ident: CR22 article-title: Close-loop or open hierarchical structures in green supply chain management under uncertainty publication-title: Expert Systems with Applications – ident: CR14 – ident: CR2 – volume: 67 start-page: 75 year: 2012 end-page: 79 ident: CR24 article-title: A carbon footprint based reverse logistics network design model publication-title: Resources, Conservation and Recycling – volume: 179 start-page: 1063 year: 2007 end-page: 1077 ident: CR18 article-title: An optimization model for the design of a capacitated multi-product reverse logistics network with uncertainty publication-title: European Journal of Operational Research – ident: CR10 – volume: 7 start-page: 73 year: 2007 end-page: 91 ident: CR3 article-title: Supply Chain (re)design: Support for Managerial and Policy Decisions publication-title: European Journal of Transport and Infrastructure Research – volume: 237 start-page: 758 year: 2014 end-page: 770 ident: CR23 article-title: Optimal distribution (re)planning in a centralized multi-stage supply network under conditions of the ripple effect and structure dynamics publication-title: European Journal of Operational Research – volume: 51 start-page: 2639 year: 2013 end-page: 2651 ident: CR21 article-title: The bright side of manufacturing–remanufacturing conflict in a decentralised closed-loop supply chain publication-title: International Journal of Production Research – volume: 141 start-page: 167 year: 2002 end-page: 185 ident: CR30 article-title: A decentralized two-level transportation problem in a housing material manufacturer: Interactive fuzzy programming approach publication-title: European Journal of Operational Research – ident: CR40 – volume: 125 start-page: 301 year: 2002 end-page: 315 ident: CR1 article-title: Interactive fuzzy programming for decentralized two-level linear programming problems publication-title: Fuzzy Sets and Systems – ident: CR48 – volume: 39 start-page: 375 year: 2012 end-page: 384 ident: CR20 article-title: An expert fuzzy rule-based system for closed-loop supply chain performance assessment in the automotive industry publication-title: Expert Systems with Applications – ident: CR38 – ident: CR17 – volume: 166 start-page: 129 year: 2015 end-page: 142 ident: CR28 article-title: Carbon footprint and responsiveness trade-offs in supply chain network design publication-title: International Journal of Production Economics – volume: 56 start-page: 809 year: 2011 end-page: 821 ident: CR35 article-title: Design of a closed-loop supply chain (CLSC) model using an interactive fuzzy goal programming publication-title: The International Journal of Advanced Manufacturing Technology – volume: 116 start-page: 325 year: 2008 end-page: 337 ident: CR7 article-title: Decentralized decision-making and protocol design for recycled material flows publication-title: International Journal of Production Economics – volume: 157 start-page: 1328 year: 2006 end-page: 1332 ident: CR47 article-title: Computing efficient solutions to fuzzy multiple objective linear programming problems publication-title: Fuzzy Sets and Systems – volume: 77 start-page: 321 year: 1996 end-page: 335 ident: CR11 article-title: Hierarchical optimization: A satisfactory solution publication-title: Fuzzy Sets and Systems – volume: 143 start-page: 251 year: 2006 end-page: 263 ident: CR32 article-title: Interactive fuzzy programming approach to Bi-level quadratic fractional programming problems publication-title: Annals of Operations Research – volume: 34 start-page: 2377 year: 2010 end-page: 2387 ident: CR37 article-title: Solving multi-level multi-objective linear programming problems through fuzzy goal programming approach publication-title: Applied Mathematical Modelling
SSID	ssj0002140044 ssib050732782
Score	2.1573632
Snippet	In recent years, the relationship between companies and suppliers has changed with the continuous rise in environmental awareness and customer expectations. In...
SourceID	doaj proquest crossref springer
SourceType	Open Website Aggregation Database Enrichment Source Index Database Publisher
StartPage	672
SubjectTerms	Analytic hierarchy process Business competition Closed-Loop Supply Chain Optimization Collaboration Collection Common Sources Customers Government regulations Integer programming Interactive Fuzzy Programming Linear programming Logistics Mixed integer Multi-Level Programming Optimization Preferred Compromise Solution Profitability Research Article Suppliers Supply chains
SummonAdditionalLinks	– databaseName: Computer Science Database dbid: K7- link: http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3LbtQwFLWgsGBDeYppC_ICwQa3sZ3H9aqajhghgYYuQOrOcmwHBk0n08m0Uvv1vXacVkXABimrxIls3YfPtZ1zCHkbOKcwxoCBs4AFSp4zkDJnwoLJGyMy400Um6hmMzg5Ucdpwa1LxyqHnBgTtWttWCM_EBjRhSpUVh6uzlhQjQq7q0lC4z55wIXgwc8_V2zwJ4Q6Ugxs7SEzCx48Nm40I0xnJSje025iTuYH81923mEK2ef7hbgzTUU2_zsQ9Ldd0zgZTbf_dxhPyOMEQ-m495un5J5fPiPbg8QDTRH_nNgxnbUXfkHjyqGJyZFOz6-uLulxf7LrFDtIx4mZnCIEpl8xC52m3ztp29DxIuBcOlm0nXfsS9uuaNQSvaSTn2a-7F6Q79OP3yafWNJlYBarwQ2rATGBEqZxUDWV4tI547kzCqFVXZRGGrDGga-hkXgVaPTG29KWma-wwuPyJdlatkv_itACAaj3Fb4gbe4KB5a7SoEyvkZsYmBEPgxm0DaRlgftjIXG4iVYTUerYR2juS7EiLy7ab7q2Tr-1vAo2PSmUSDZjjfa9Q-dYla7vJR1Cc4pk-WlxQG6IgiKcmhwmhDZiOwNNtYp8jt9a-AReT94ye3jP_Zm598f2iWPEKZBv_CzR7Y263P_mjy0F5t5t34TXf4aFA4I2A priority: 102 providerName: ProQuest
Title	A Novel Interactive Fuzzy Programming Approach for Optimization of Allied Closed-Loop Supply Chains
URI	https://link.springer.com/article/10.2991/ijcis.11.1.52 https://www.proquest.com/docview/2467595906 https://doaj.org/article/d463b68dd9a046cda9d5010518f53820
Volume	11
WOSCitedRecordID	wos000430620000052&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: PRVAON databaseName: DOAJ Directory of Open Access Journals customDbUrl: eissn: 1875-6883 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0002140044 issn: 1875-6891 databaseCode: DOA dateStart: 20080101 isFulltext: true titleUrlDefault: https://www.doaj.org/ providerName: Directory of Open Access Journals – providerCode: PRVHPJ databaseName: ROAD: Directory of Open Access Scholarly Resources customDbUrl: eissn: 1875-6883 dateEnd: 99991231 omitProxy: false ssIdentifier: ssib050732782 issn: 1875-6891 databaseCode: M~E dateStart: 20120101 isFulltext: true titleUrlDefault: https://road.issn.org providerName: ISSN International Centre – providerCode: PRVPQU databaseName: Computer Science Database customDbUrl: eissn: 1875-6883 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0002140044 issn: 1875-6891 databaseCode: K7- dateStart: 20140101 isFulltext: true titleUrlDefault: http://search.proquest.com/compscijour providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Central customDbUrl: eissn: 1875-6883 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0002140044 issn: 1875-6891 databaseCode: BENPR dateStart: 20140101 isFulltext: true titleUrlDefault: https://www.proquest.com/central providerName: ProQuest
link	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3NT9swFH-aYAcuAzYQHR_yYWKXBeokTp6PpaJCYuoqtEncLMd2RKfSIFIqlb-eZyflYwJxmRTlkDiR9T5_z3F-D-Cb55wiH8MIrUEqUNI0wiRJo9igTksdd7XTodlEPhzi5aUcPWv15feENfTAjeCObZolRYbWSk2lnLFaWuG7OnIsyVfjUK0T6nlWTPkYHHNvm2lDqkkRlx-P_5pxTQHiiB-J-EUSClz9LwDmP99EQ6oZbMCnFiOyXjO3Tfjgpp9hfdl_gbXu-AVMjw2ruZuwsKynQ-Rig7v7-wUbNduurun9rNfShjPCp-wXhYjr9t9LVpWsN_EglPUnVe1s9LOqblho9Llg_Ss9ntZb8Gdw-rt_FrVNEyJDpdosKpAStox1aTEvc8kTa7XjJDbCPYXIdKLRaIuuwDKhQ5BGSmcyk3VdTuUXT7ZhZVpN3Q4wQejQuZweSExqhUXDbS5RalcQcNDYgR9LKSrTMor7xhYTRZWFF7oKQqciQ3El4g4cPg6_aag03hp44lXyOMgzYIcLZBeqtQv1nl10YG-pUNW6Za1iSgtCCtnNOvB9qeSn26_O5uv_mM0urBHSwmbtZg9WZrd3bh8-mvlsXN8ewOrJ6XB0cRBsmM7nefQAcWf3GA
linkProvider	Directory of Open Access Journals
linkToHtml	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1Lb9QwEB6VFgkulKdYKOADjwtpEzsP-4DQdumqVZdlhYrUm3Fsp1203SybbdH2R_EbGTtJqyLg1gNSTolj2ck3M9_YyXwAL13NKbQxHnCjOSYocRxwxuKAaq7iQtFQWeXFJrLhkB8eitEK_Gz_hXGfVbY-0TtqU2q3Rr5F0aITkYgwfT_7HjjVKLe72kpo1LDYt8sfmLJV7_Y-4Pt9RWl_56C3GzSqAoHGXGYR5BwjmqCqMDwrMhExY5SNjBJIDPIkVUxxrQy3OS8YHgkOubA61WloM8xPIob93oC1mMUZ2tXa9s5w9LlFMJIrRtv68C4W0MjZiN_axsQgSLmI6kKfGAWirfE3Pa7QaW1Gmwm9Ehi9fsAV0vvbPq0Pf_31_-3B3YU7DdEm3doy7sGKnd6H9VbEgjQ-7QHoLhmWZ3ZC_Nqo8u6f9E_Pz5dkVH-7doIPhHSb2usEST75hH72pPmBlZQF6U4ckye9SVlZEwzKcka8WuqS9I7VeFo9hC_XMtVHsDotp_YxkAQptrUZ3sB0bBLDdWQywYWyObIvxTvwtn3tUjdl2Z06yERieuZQIj1KMFOTkUxoB15fNJ_V9Uj-1nDbYeiikSsj7k-U8yPZeCVp4pTlKTdGqDBONU7QJE4yNeIFBkIadmCjxZRsfFslLwHVgTctKi8v_3E0T_7d0Qu4tXvwcSAHe8P9p3AbSSmvl7k2YHUxP7XP4KY-W4yr-fPG4Ah8vW6o_gL7Y2l7
openUrl	ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=A+Novel+Interactive+Fuzzy+Programming+Approach+for+Optimization+of+Allied+Closed-Loop+Supply+Chains&rft.jtitle=International+journal+of+computational+intelligence+systems&rft.au=%C3%87al%C4%B1k%2C+Ahmet&rft.au=Pehlivan%2C+Nimet+Yap%C4%B1c%C4%B1&rft.au=Paksoy%2C+Turan&rft.au=Weber%2C+Gerhard+Wilhelm&rft.date=2018&rft.issn=1875-6883&rft.eissn=1875-6883&rft.volume=11&rft.issue=1&rft.spage=672&rft_id=info:doi/10.2991%2Fijcis.11.1.52&rft.externalDBID=n%2Fa&rft.externalDocID=10_2991_ijcis_11_1_52
thumbnail_l	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1875-6891&client=summon
thumbnail_m	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1875-6891&client=summon
thumbnail_s	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1875-6891&client=summon