• Home
  • Designing a Fuzzy Goal Programming (FGP) model of Green Closed Loop Supply Network (GCLSN) direction integrating financial and operational flow

Share To

Article Url


Manuscript ID : FEJ-2004-2541 (R1) Visit : 302 Page: 389 - 422

20.1001.1.22519165.1399.11.45.17.4

Article Type: Original Research

Designing a Fuzzy Goal Programming (FGP) model of Green Closed Loop Supply Network (GCLSN) direction integrating financial and operational flow

Subject Areas : Financial engineering

shahram mokhlesabadi 1 , Mohammadreza Kabaranzadeh Khadim 2 , Hasanali Aghajanikasehgar 3 , Mohammad Mehdi Movahedi 4

1 - Department of industrial management, Firoozkooh Branch, Islamic Azad University, Firoozkooh, Iran
2 - Department of Industrial Management, central Tehran Branch, Islamic Azad University, Tehran, Iran
3 - Department of industrial management, Firoozkooh Branch, Islamic Azad University, Firoozkooh, Iran
4 - Department of industrial management, Firoozkooh Branch, Islamic Azad University, Firoozkooh, Iran

Received: 2020-04-07 Accepted : 2020-05-22 Published : 2020-12-21

Keywords: Green Closed Loop Supply Network (GCLSN), Fuzzy Goal Programming (FGP), Epsilon method of constraint, Financial Flow (FF), Operational Flow (OF),

Abstract :

Today's the world is more competitive than ever therefore in order to survive in such an environment for organizations having with a supply management network has become an essential issue a recyclable and environmentally friendly product. The purpose of this article is to design Green Closed Loop Network (GCLN) to integrate financial- physical flows. The innovation of this article designing a four objective model to minimize deviations in financial indicators from desired limits; Costs; The rate of emission of pollutant gases throughout the environmental network and maximizing profits of shareholders using mathematical modeling of Fuzzy Goal Programming (FGP) with considering financial flows and its integration with physical flow. Modeling problem of FGP in a multi level multi period and multi product supply network with aim of maximizing shareholder wealth. To deal with multi-objective nature of FGP has been used. The model is designed and implemented in the dairy industry. The proposed model has been designed with GAMS24 software CPLEX solver tested using epsilon method of constraint. The results of modeling and solving numerical model show importance of the role of financial ratios and at the same time consider operational financial dimensions in mathematical model to gain a stable competitive advantage.

References:

 

  1. آذر، عادل، کولیایی، مریم، امینی، محمدرضا، رجب­زاده­قطری، علی، طراحی مدل ریاضی یکپارچه برای زنجیره تأمین با حلقه بسته، پژوهش­های مدیریت در ایران، شماره1، بهار 1395.
    2.
  2. افشار‌کاظمی، ‌محمدعلی، سید‌حسینی، ‌سید‌محمد، طلوعی‌اشلقی، ‌عباس و حاجیان، ‌سیما، ارائه مدل چندهدفه برای مسأله مکان‌یابی ـ مسیریابی موجودی در شبکه زنجیره تأمین حلقه بسته سبز چنددوره‌ای و چندمحصولی برای کالاهای فاسدشدنی، مدیریت صنعتی(دانشگاه تهران)، شماره 11، ۱۳۹۸.
    3.
  3. ‏‫بهزادی، ‌مونا و سیف‌برقی، ‌مهدی، رویکردهای بهینه­سازی تصادفی دو مرحله­ای و استوار در شبکه زنجیره تأمین حلقه بسته در شرایط عدم قطعیت، مدیریت تولید و عملیات، شماره 9، ۱۳۹۷.
    4.
  4. ‏‫باقری، محسن، بابایی، ندا و انظباطی، امیرحسین، ارائه و بهینه­سازی مدل چندهدفه زمان­بندی جریان کارگاهی به منظور کاهش مصرف انرژی، زمان اتمام و زمان دیرکرد، نشریه تصمیم­گیری و تحقیق در عملیات، شماره3، پاییز 1397.
    5.
  5. پارسائیان، سمیرا، امیری، مقصود، عظیمی، پرهام و تقوی­فرد، محمد­تقی، طراحی مدل شبیه­سازی زنجیره تأمین حلقه بسته سبز و قیمت­گذاری محصول در حضور رقیب، فصلنامه علمی مطالعات مدیریت صنعتی، شماره52، بهار 1398.
    6.
  6. خاکبازان، احسان، چهارسوقی، سیدکمال و مخاطب رفیعی، فریماه، ارائه یک مدل زنجیره تأمین یکپارچه مبتنی بر ارزش با در نظرگیری نسبت­های مالی در تصمیمات مالی، پژوهش­های نوین در تصمیم­گیری، شماره1، بهار 1397.
    7.
  7. رحیمی، ‌مجتبی، مهدوی، ‌ایرج، سیداصفهانی، ‌میرمهدی، فضل‌الله‌تبار، ‌حامد و نیری، ‌سینا، طراحی شبکه زنجیره تأمین سبز حلقه بسته با در نظر گرفتن قیمت­گذاری و چرخه عمر محصول، مطالعات مهندسی صنایع و مدیریت تولید، شماره 2، 1395.
    8.
  8. ‏‫سلطانی‌تهرانی، ‌مهدی، حسن‌پور، ‌حسینعلی و رمضانی، ‌سعید، مدل بهینه‌سازی دو هدفه هزینه و کربن دی‌اکسید در زنجیره تأمین حلقه بسته، پژوهش­های مدیریت در ایران، شماره 19، ۱۳۹۴.
    9.
  9. ‏‫سلطانی‌تهرانی، ‌مهدی، مصدق‌خواه، ‌مسعود و حسن‌پور، ‌حسینعلی، بهینه­سازی زنجیره تأمین حلقه بسته چند سطحی، چند محصولی و چند دوره­ای با هدف کاهش هزینه­های زنجیره تأمین (مطالعه موردی: شرکت آمادبهینه ساز)، مدیریت زنجیره تامین، شماره 18، ۱۳۹۵.
    10.
  10. ‏‫سهرابی، طهمورث، اعتماد، محسن و فتحی، محمدرضا، مدل­سازی ریاضی شبکه زنجیره تأمین حلقه­بسته­سبز با در نظر گرفتن ریسک تأمین: مطالعه موردی، مجله مدل­سازی پیشرفته ریاضی، شماره2، پاییز و زمستان 1396.
    11.
  11. فرخ، ‌مجتبی، آذر، ‌عادل و جندقی، ‌غلامرضا، توسعه یک رویکرد برنامه­ریزی فازی استوار برای طراحی زنجیره تأمین حلقه بسته، چشم­انداز مدیریت صنعتی، شماره 6، ۱۳۹۵.
    12.
  12. ‏‫فتح­اله، مهدی و نجفی، مهدی، توسعه الگوی مدیریت مالی زنجیره تأمین و تأمین مالی زنجیره­ای، نشریه پژوهش­های مهندسی صنایع در سیستم­های تولید، شماره9، زمستان 1395.
    13.
  13. کرباسیان، ‌سعید، رضوی، ‌سیدمصطفی و صفری، ‌حسین، مکان­یابی و تعیین ظرفیت عناصر زنجیره تأمین حلقه بسته، پژوهشنامه بازرگانی، شماره 20، ۱۳۹۵.
    14.
  14. ‏‫کولیائی، ‌مریم، آذر، ‌عادل و رجب‌زاده‌قطری، ‌علی، پیکره‌بندی مدل ریاضی دو مرحله‌ای برای مدیریت زنجیره تأمین سبز، پژوهش­های مدیریت منابع سازمانی، شماره 8، ۱۳۹۷.
    15.
  15. ‏‫میرزایی، علی­حسین، جوادی، بابک و نخعی، عیسی، طراحی شبکه توزیع در زنجیره تأمین با معیارهای چندگانه با استفاده از رویکرد برنامه­ریزی فازی آرمانی، کنفرانس لجستیک و زنجیره تأمین، دوره2، 1385.
    16.
  16. محمدی، ‌امیرسالار، عالم‌تبریز، ‌اکبر و پیشوایی، ‌میرسامان، طراحی شبکه زنجیره ‌تأمین سبز حلقه ‌بسته همراه با تصمیم‌های مالی در شرایط عدم قطعیت، مدیریت صنعتی(دانشگاه تهران)، شماره 10، ۱۳۹۷.
    17.
  17. Ahmad, F., Adhami, A.Y., & Smarandache, F (2020). Modified neutrosophic fuzzy optimization model for optimal closed-loop supply chain management under uncertainty. In Optimization Theory Based on Neutrosophic and Plithogenic Sets (pp. 343-403). Elsevier.
    18.
  18. Bhatia, M.S., Jakhar, S.K., Mangla, S.Kumar., & Gangwani, K.K (2020). "Critical factors to environment management in a closed loop supply chain", Journal of Cleaner Production, 255, 120239.
    19.
  19. Bals, C.2019. "Toward a supply chain finance (SCF) ecosystem – Proposing a framework and agenda for future research", Journal of Purchasing and Supply Management, 25(2), 105-117.
    20.
  20. De, M., & Giri, B.C (2020). "Modelling a closed-loop supply chain with a heterogeneous fleet under carbon emission reduction policy", Transportation Research Part E: Logistics and Transportation Review, 133, 101813.
    21.
  21. Fazli-Khalaf, M., Mirzazadeh, A., & Pishvaee, M.S (2017). "A robust fuzzy stochastic programming model for the design of a reliable green closed-loop supply chain network", Human and Ecological Risk Assessment: An International Journal, 23(8), 2119-2149.
    22.
  22. Govindan, K., Mina, H., Esmaeili, A., & Gholami-Zanjani, S.M (2020). "An Integrated Hybrid Approach for Circular supplier selection and Closed loop Supply Chain Network Design under Uncertainty", Journal of Cleaner Production, 242, 118317.
    23.
  23. Ghayebloo, S. Tarokh, M.J., Venkatadri, U., & Diallo, C (2015). "Developing a
    bi-objective model of the closed-loop supply chain network with green supplier selection and disassembly of products: The impact of parts reliability and product greenness on the recovery network", Journal of Manufacturing Systems, 36, 76-86. 1
    24.
  24. Ghomi-Avili, M., Jalali Naeini, S.G., Tavakkoli-Moghaddam, R., & Jabbarzadeh, A (2018). "A fuzzy pricing model for a green competitive closed-loop supply chain network design in the presence of disruptions", Journal of Cleaner Production, 188, 425-442.
    25.
  25. Hosseini-Motlagh, S.M., Nouri-Harzvili, M., Johari, M., & Sarker, B.R (2020). "Coordinating economic incentives, customer service and pricing decisions in a competitive closed-loop supply chain", Journal of Cleaner Production, 255, 120241.
    26.
  26. Huang, L., Murong, L., & Wang, W (2020). "Green closed-loop supply chain network design considering cost control and CO 2 emission", Modern Supply Chain Research and Applications, ahead-of-print.
    27.
  27. Jiang, G., Wang, Q., Wang, K., Zhang, Q., & Zhou, J (2020). "A Novel Closed-Loop Supply Chain Network Design Considering Enterprise Profit and Service Level", Sustainability, 12(2), 544.
    28.
  28. Mohtashami, Z., Aghsami, A., & Jolai, F (2020). "A green closed loop supply chain design using queuing system for reducing environmental impact and energy consumption", Journal of Cleaner Production, 242, 118452.
    29.
  29. Martin, J. and Hofmann, E.2019. "Towards a framework for supply chain finance for the supply side", Journal of Purchasing and Supply Management, 25(2), 157-171
    30.
  30. Peng, H., Shen, N., Liao, H., Xue, H., & Wang, Q (2020). "Uncertainty factors, methods, and solutions of closed-loop supply chain A review for current situation and future prospects", Journal of Cleaner Production, 254, 120032.
    31.
  31. Rajesh, R.2019. "A fuzzy approach to analyzing the level of resilience in manufacturing supply chains", Sustainable Production and Consumption, 18, 224-236.
    32.
  32. Sadeghi Rad, R., & Nahavandi, N (2018). "A novel multi-objective optimization model for integrated problem of green closed loop supply chain network design and quantity discount", Journal of Cleaner Production, 196, 1549-1565.
    33.
  33. Soleimani, H., Govindan, K., Saghafi, H., & Jafari, H (2017). "Fuzzy multi-objective sustainable and green closed-loop supply chain network design", Computers & Industrial Engineering, 109, 191-203.
    34.
  34. Talaei, M., Farhang Moghaddam, B., Pishvaee, M.S., Bozorgi-Amiri, A., & Gholamnejad, S (2016). "A robust fuzzy optimization model for carbon-efficient closed-loop supply chain network design problem: a numerical illustration in electronics industry", Journal of Cleaner Production, 113, 662-673.
    35.
  35. Wang, Y., Fan, R., Shen, L., & Miller, W (2020). "Recycling decisions of low-carbon e-commerce closed-loop supply chain under government subsidy mechanism and altruistic preference", Journal of Cleaner Production, 259, 120883.
    36.
  36. Yavari, M., & Zaker, H (2020). "Designing a resilient-green closed loop supply chain network for perishable products by considering disruption in both supply chain and power networks", Computers & Chemical Engineering, 134, 106680.
    37.
  37. Zhen, L., Huang, L., & Wang, W (2019). "Green and sustainable closed-loop supply chain network design under uncertainty", Journal of Cleaner Production, 227, 1195-1209.
    38.
  38. Zohal, M., & Soleimani, H (2016). "Developing an ant colony approach for green closed-loop supply chain network design: a case study in gold industry", Journal of Cleaner Production, 133, 314-337.
    39.

 

 

_||_

  1. Ahmad, F., Adhami, A.Y., & Smarandache, F (2020). Modified neutrosophic fuzzy optimization model for optimal closed-loop supply chain management under uncertainty. In Optimization Theory Based on Neutrosophic and Plithogenic Sets (pp. 343-403). Elsevier.
    2.
  2. Bhatia, M.S., Jakhar, S.K., Mangla, S.Kumar., & Gangwani, K.K (2020). "Critical factors to environment management in a closed loop supply chain", Journal of Cleaner Production, 255, 120239.
    3.
  3. Bals, C.2019. "Toward a supply chain finance (SCF) ecosystem – Proposing a framework and agenda for future research", Journal of Purchasing and Supply Management, 25(2), 105-117.
    4.
  4. De, M., & Giri, B.C (2020). "Modelling a closed-loop supply chain with a heterogeneous fleet under carbon emission reduction policy", Transportation Research Part E: Logistics and Transportation Review, 133, 101813.
    5.
  5. Fazli-Khalaf, M., Mirzazadeh, A., & Pishvaee, M.S (2017). "A robust fuzzy stochastic programming model for the design of a reliable green closed-loop supply chain network", Human and Ecological Risk Assessment: An International Journal, 23(8), 2119-2149.
    6.
  6. Govindan, K., Mina, H., Esmaeili, A., & Gholami-Zanjani, S.M (2020). "An Integrated Hybrid Approach for Circular supplier selection and Closed loop Supply Chain Network Design under Uncertainty", Journal of Cleaner Production, 242, 118317.
    7.
  7. Ghayebloo, S. Tarokh, M.J., Venkatadri, U., & Diallo, C (2015). "Developing a
    bi-objective model of the closed-loop supply chain network with green supplier selection and disassembly of products: The impact of parts reliability and product greenness on the recovery network", Journal of Manufacturing Systems, 36, 76-86. 1
    8.
  8. Ghomi-Avili, M., Jalali Naeini, S.G., Tavakkoli-Moghaddam, R., & Jabbarzadeh, A (2018). "A fuzzy pricing model for a green competitive closed-loop supply chain network design in the presence of disruptions", Journal of Cleaner Production, 188, 425-442.
    9.
  9. Hosseini-Motlagh, S.M., Nouri-Harzvili, M., Johari, M., & Sarker, B.R (2020). "Coordinating economic incentives, customer service and pricing decisions in a competitive closed-loop supply chain", Journal of Cleaner Production, 255, 120241.
    10.
  10. Huang, L., Murong, L., & Wang, W (2020). "Green closed-loop supply chain network design considering cost control and CO 2 emission", Modern Supply Chain Research and Applications, ahead-of-print.
    11.
  11. Jiang, G., Wang, Q., Wang, K., Zhang, Q., & Zhou, J (2020). "A Novel Closed-Loop Supply Chain Network Design Considering Enterprise Profit and Service Level", Sustainability, 12(2), 544.
    12.
  12. Mohtashami, Z., Aghsami, A., & Jolai, F (2020). "A green closed loop supply chain design using queuing system for reducing environmental impact and energy consumption", Journal of Cleaner Production, 242, 118452.
    13.
  13. Martin, J. and Hofmann, E.2019. "Towards a framework for supply chain finance for the supply side", Journal of Purchasing and Supply Management, 25(2), 157-171
    14.
  14. Peng, H., Shen, N., Liao, H., Xue, H., & Wang, Q (2020). "Uncertainty factors, methods, and solutions of closed-loop supply chain A review for current situation and future prospects", Journal of Cleaner Production, 254, 120032.
    15.
  15. Rajesh, R.2019. "A fuzzy approach to analyzing the level of resilience in manufacturing supply chains", Sustainable Production and Consumption, 18, 224-236.
    16.
  16. Sadeghi Rad, R., & Nahavandi, N (2018). "A novel multi-objective optimization model for integrated problem of green closed loop supply chain network design and quantity discount", Journal of Cleaner Production, 196, 1549-1565.
    17.
  17. Soleimani, H., Govindan, K., Saghafi, H., & Jafari, H (2017). "Fuzzy multi-objective sustainable and green closed-loop supply chain network design", Computers & Industrial Engineering, 109, 191-203.
    18.
  18. Talaei, M., Farhang Moghaddam, B., Pishvaee, M.S., Bozorgi-Amiri, A., & Gholamnejad, S (2016). "A robust fuzzy optimization model for carbon-efficient closed-loop supply chain network design problem: a numerical illustration in electronics industry", Journal of Cleaner Production, 113, 662-673.
    19.
  19. Wang, Y., Fan, R., Shen, L., & Miller, W (2020). "Recycling decisions of low-carbon e-commerce closed-loop supply chain under government subsidy mechanism and altruistic preference", Journal of Cleaner Production, 259, 120883.
    20.
  20. Yavari, M., & Zaker, H (2020). "Designing a resilient-green closed loop supply chain network for perishable products by considering disruption in both supply chain and power networks", Computers & Chemical Engineering, 134, 106680.
    21.
  21. Zhen, L., Huang, L., & Wang, W (2019). "Green and sustainable closed-loop supply chain network design under uncertainty", Journal of Cleaner Production, 227, 1195-1209.
    22.
  22. Zohal, M., & Soleimani, H (2016). "Developing an ant colony approach for green closed-loop supply chain network design: a case study in gold industry", Journal of Cleaner Production, 133, 314-337.
    23.
  23. Azar, Adel, Koliaei, Maryam, Amini, Mohammad Reza, Rajab-Zadeh-Qatri, Ali, Designing an integrated mathematical model for a closed-loop supply chain, Management Research in Iran, No. 1, Spring 2015.
    24.
  24. Afshar Kazemi, Mohammad Ali, Seyed Hosseini, Seyed Mohammad, Toloui-Ashlaghi, Abbas and Hajian, Sima, Presenting a multi-objective model for inventory location-routing problem in multi-cycle and multi-product green closed loop supply chain network for perishable goods, Industrial Management (Tehran University), No. 11 , 1398.
    25.
  25. Behzadi, Mona and Seifbarghi, Mehdi, two-stage and robust stochastic optimization approaches in the closed loop supply chain network under conditions of uncertainty, Production and Operations Management, No. 9, 2017.
    26.
  26. Bagheri, Mohsen, Babaei, Neda and Anzabati, Amir Hossein, presentation and optimization of the multi-objective model of workshop flow scheduling in order to reduce energy consumption, completion time and delay time, Journal of Decision Making and Research in Operations, No. 3 , autumn 2017.
    27.
  27. Parsaian, Samira, Amiri, Maqsood, Azimi, Parham and Taghavi Fard, Mohammad Taghi, Designing a green closed loop supply chain simulation model and product pricing in the presence of a competitor, Scientific Quarterly of Industrial Management Studies, No. 52, Spring 2018.
    28.
  28. Khakbazan, Ehsan, Chaharsughi, Seyyed Kamal, and Farimah Rafiei, Presenting an integrated value-based supply chain model by considering financial ratios in financial decisions, New Researches in Decision Making, No. 1, Spring 2017.
    29.
  29. Rahimi, Mojtabi, Mahdavi, Iraj, Seyed Asfahani, Mirmehdi, Fazlollah Tabar, Hamed and Neiri, Sina, Designing a closed-loop green supply chain network considering pricing and product life cycle, Industrial Engineering and Production Management Studies, No. 2 , 2015.
    30.
  30. Sultani-Tehrani, Mehdi, Hasanpour, Hosseinali and Ramezani, Saeed, cost and carbon dioxide double-objective optimization model in the closed loop supply chain, Management Researches in Iran, No. 19, 2014.
    31.
  31. Sultani-Tehrani, Mehdi, Mosaddekkhah, Masoud and Hasanpour, Hossein Ali, optimization of the multi-level, multi-product and multi-period closed loop supply chain with the aim of reducing supply chain costs (case study: Amad Behina Saz Company), Supply Chain Management, No. 18, 2015.
    32.
  32. Sohrabi, Tahmourth, Etemad, Mohsen and Fathi, Mohammadreza, Mathematical modeling of the green-closed-loop supply chain network considering supply risk: a case study, Journal of Advanced Mathematical Modeling, No. 2, Fall and Winter 2016.
    33.
  33. Farrokh, Mojtabi, Azar, Adel and Jandaghi, Gholamreza, Development of a robust fuzzy planning approach for closed loop supply chain design, Industrial Management Perspective, No. 6, 2015.
    34.
  34. Fethullah, Mehdi and Najafi, Mehdi, development of financial management model of supply chain and chain financing, Journal of Industrial Engineering Researches in Production Systems, No. 9, Winter 2015.
    35.
  35. Karbasian, Saeed, Razavi, Seyed Mustafa and Safari, Hossein, Locating and determining the capacity of closed loop supply chain elements, Business Research Journal, No. 20, 2015.
    36.
  36. Koliaei, Maryam, Azar, Adel and Rajabzadeh Qatari, Ali, configuration of two-stage mathematical model for green supply chain management, Organizational Resource Management Research, No. 8, 2017.
    37.
  37. Mirzaei, Ali-Hossein, Javadi, Babak and Nakhai, Issa, Designing the distribution network in the supply chain with multiple criteria using the idealistic fuzzy planning approach, Logistics and Supply Chain Conference, Volume 2, 1385.
    38.
  38. Mohammadi, Amirsalar, Alam Tabriz, Akbar and Peshwai, Mirsaman, Designing a closed-loop green supply chain network with financial decisions under uncertainty, Industrial Management (Tehran University), No. 10, 2017.
    39.

 

 

Related articles

The rights to this website are owned by the Raimag Press Management System.
Copyright © 2021-2024

Home| Login| About Us| Contact Us|
[فارسی] [العربية] [fa] [ar]