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Development of TOPSIS Method to Solve Complicated Decision-Making Problems — An Overview on Developments from 2000 to 2015

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Cited by:

  1. Dalė Dzemydienė & Giedrė Dzemydaitė & Dinesh Gopisetti, 2022. "Application of multicriteria decision aid for evaluation of ICT usage in business," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 30(1), pages 323-343, March.
  2. Yunlu Jiang & Haotian He & Haoyu Zhang & Yuee Cao & Ge Shi & Lin Feng & Jianjun Yang, 2023. "Study on the Evolution and Optimization of the Spatial Structure of the Oasis in the Arid Area: A Case Study of the Aksu River Basin in China," IJERPH, MDPI, vol. 20(6), pages 1-22, March.
  3. Binkai Xu & Lei Liu & Yanming Sun, 2023. "The Spatio-Temporal Pattern of Regional Coordinated Development in the Common Prosperity Demonstration Zone—Evidence from Zhejiang Province," Sustainability, MDPI, vol. 15(4), pages 1-21, February.
  4. Keshavarz Ghorabaee, Mehdi & Amiri, Maghsoud & Zavadskas, Edmundas Kazimieras & Turskis, Zenonas & Antucheviciene, Jurgita, 2017. "A new hybrid simulation-based assignment approach for evaluating airlines with multiple service quality criteria," Journal of Air Transport Management, Elsevier, vol. 63(C), pages 45-60.
  5. Roman Vavrek, 2021. "An Analysis of Usage of a Multi-Criteria Approach in an Athlete Evaluation: An Evidence of NHL Attackers," Mathematics, MDPI, vol. 9(12), pages 1-22, June.
  6. Cao, Sheng & Xu, Haicheng & Xu, Yan & Wang, Xiaoshen & Zheng, Yingjie & Li, Yanling, 2023. "Assessment of the integrated benefits of highway infrastructure and analysis of the spatiotemporal variation: Evidence from 29 provinces in China," Socio-Economic Planning Sciences, Elsevier, vol. 90(C).
  7. Wenjing Zu & Guoda Gu & Sihan Lei, 2022. "Does Digital Transformation in Manufacturing Affect Trade Imbalances? Evidence from US–China Trade," Sustainability, MDPI, vol. 14(14), pages 1-14, July.
  8. Jing Wang & Jian-Qiang Wang & Hong-Yu Zhang & Xiao-Hong Chen, 2017. "Distance-Based Multi-Criteria Group Decision-Making Approaches with Multi-Hesitant Fuzzy Linguistic Information," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 16(04), pages 1069-1099, July.
  9. Cavallaro, Fausto & Zavadskas, Edmundas Kazimieras & Streimikiene, Dalia & Mardani, Abbas, 2019. "Assessment of concentrated solar power (CSP) technologies based on a modified intuitionistic fuzzy topsis and trigonometric entropy weights," Technological Forecasting and Social Change, Elsevier, vol. 140(C), pages 258-270.
  10. Adrian Castro-Lopez & Javier Puente & Rodolfo Vazquez-Casielles, 2018. "e-Service Quality Model for Spanish Textile and Fashion Sector: Positioning Analysis and B2C Ranking by F-Topsis," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 17(02), pages 485-512, March.
  11. Zaïbi Oussama & Hachicha Ahmed & Chaabane Nabil, 2024. "Comparison of Macroeconomic Performance of MENA Countries with TOPSIS Method," SN Operations Research Forum, Springer, vol. 5(1), pages 1-29, March.
  12. Edmundas Kazimieras Zavadskas & Jurgita Antucheviciene & Tatjana Vilutiene & Hojjat Adeli, 2017. "Sustainable Decision-Making in Civil Engineering, Construction and Building Technology," Sustainability, MDPI, vol. 10(1), pages 1-21, December.
  13. Wanying Zhong & Yue Wang, 2022. "A study on the spatial and temporal variation of urban integrated vulnerability in Southwest China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 114(3), pages 2855-2882, December.
  14. Jianmin Jia & Mohamed Ibrahim & Mohammed Hadi & Wallied Orabi & Yan Xiao, 2018. "Multi-Criteria Evaluation Framework in Selection of Accelerated Bridge Construction (ABC) Method," Sustainability, MDPI, vol. 10(11), pages 1-15, November.
  15. Bin Liao & Lin Li & Cao Li, 2024. "Does the innovation community cultivation promote urban green development? Evidence from the urban agglomeration in the middle reaches of the Yangtze River," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(12), pages 32023-32043, December.
  16. Zheng, Shunsheng & Jiang, Shouzheng & Cui, Ningbo & Zhao, Lu & Gong, Daozhi & Wang, Yaosheng & Wu, Zongjun & Liu, Quanshan, 2023. "Deficit drip irrigation improves kiwifruit quality and water productivity under rain-shelter cultivation in the humid area of South China," Agricultural Water Management, Elsevier, vol. 289(C).
  17. Paul, Manashi & Negahban-Azar, Masoud & Shirmohammadi, Adel & Montas, Hubert, 2020. "Assessment of agricultural land suitability for irrigation with reclaimed water using geospatial multi-criteria decision analysis," Agricultural Water Management, Elsevier, vol. 231(C).
  18. Jurgita Raudeliūnienė & Vida Davidavičienė & Manuela Tvaronavičienė & Laimonas Jonuška, 2018. "Evaluation of Advertising Campaigns on Social Media Networks," Sustainability, MDPI, vol. 10(4), pages 1-14, March.
  19. Moghaddam, Hossein Azizi & Shorabeh, Saman Nadizadeh, 2022. "Designing and implementing a location-based model to identify areas suitable for multi-renewable energy development for supplying electricity to agricultural wells," Renewable Energy, Elsevier, vol. 200(C), pages 1251-1264.
  20. Katarzyna Halicka, 2020. "Technology Selection Using the TOPSIS Method," Foresight and STI Governance (Foresight-Russia till No. 3/2015), National Research University Higher School of Economics, vol. 14(1), pages 85-96.
  21. Xu, Haoxin & Romagnoli, Alessandro & Sze, Jia Yin & Py, Xavier, 2017. "Application of material assessment methodology in latent heat thermal energy storage for waste heat recovery," Applied Energy, Elsevier, vol. 187(C), pages 281-290.
  22. Ur Rehman, Obaid & Ali, Yousaf, 2021. "Optimality study of China’s crude oil imports through China Pakistan economic corridor using fuzzy TOPSIS and Cost-Benefit analysis," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 148(C).
  23. Yuehua Xia & Honggen Long & Zhi Li & Jiasen Wang, 2022. "Farmers’ Credit Risk Assessment Based on Sustainable Supply Chain Finance for Green Agriculture," Sustainability, MDPI, vol. 14(19), pages 1-20, October.
  24. Abbas Mardani & Dalia Streimikiene & Tomas Balezentis & Muhamad Zameri Mat Saman & Khalil Md Nor & Seyed Meysam Khoshnava, 2018. "Data Envelopment Analysis in Energy and Environmental Economics: An Overview of the State-of-the-Art and Recent Development Trends," Energies, MDPI, vol. 11(8), pages 1-21, August.
  25. Congjun Rao & Mark Goh & Junjun Zheng, 2017. "Decision Mechanism for Supplier Selection Under Sustainability," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 16(01), pages 87-115, January.
  26. Somayeh Soheilirad & Kannan Govindan & Abbas Mardani & Edmundas Kazimieras Zavadskas & Mehrbakhsh Nilashi & Norhayati Zakuan, 2018. "Application of data envelopment analysis models in supply chain management: a systematic review and meta-analysis," Annals of Operations Research, Springer, vol. 271(2), pages 915-969, December.
  27. Ahmed Mohammed & Morteza Yazdani & Amar Oukil & Ernesto D. R. Santibanez Gonzalez, 2021. "A Hybrid MCDM Approach towards Resilient Sourcing," Sustainability, MDPI, vol. 13(5), pages 1-30, March.
  28. Yang, Chih-Hao & Lee, Kuen-Chang, 2020. "Developing a strategy map for forensic accounting with fraud risk management: An integrated balanced scorecard-based decision model," Evaluation and Program Planning, Elsevier, vol. 80(C).
  29. S. Saffarzadeh & A. Hadi-Vencheh & A. Jamshidi, 2019. "An Interval Based Score Method for Multiple Criteria Decision Making Problems," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 18(05), pages 1667-1687, September.
  30. Seyit Ali Erdogan & Jonas Šaparauskas & Zenonas Turskis, 2019. "A Multi-Criteria Decision-Making Model to Choose the Best Option for Sustainable Construction Management," Sustainability, MDPI, vol. 11(8), pages 1-19, April.
  31. Pengyu Chen, 2019. "A Novel Coordinated TOPSIS Based on Coefficient of Variation," Mathematics, MDPI, vol. 7(7), pages 1-17, July.
  32. Dragisa STANUJKIC & Edmundas Kazimieras ZAVADSKAS & Darjan KARABASEVIC & Florentin SMARANDACHE & Zenonas TURSKIS, 2017. "The Use Of The Pivot Pairwise Relative Criteria Importance Assessment Method For Determining The Weights Of Criteria," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(4), pages 116-133, December.
  33. Ahani, Ali & Nilashi, Mehrbakhsh & Yadegaridehkordi, Elaheh & Sanzogni, Louis & Tarik, A. Rashid & Knox, Kathy & Samad, Sarminah & Ibrahim, Othman, 2019. "Revealing customers’ satisfaction and preferences through online review analysis: The case of Canary Islands hotels," Journal of Retailing and Consumer Services, Elsevier, vol. 51(C), pages 331-343.
  34. Marti, Luisa & Puertas, Rosa, 2023. "Analysis of European competitiveness based on its innovative capacity and digitalization level," Technology in Society, Elsevier, vol. 72(C).
  35. Juan Carlos Martín & Carmen Orden-Cruz & Slimane Zergane, 2020. "Islamic Finance and Halal Tourism: An Unexplored Bridge for Smart Specialization," Sustainability, MDPI, vol. 12(14), pages 1-15, July.
  36. Sanjay Kumar Tyagi & Sujeet Kumar Sharma & R. Krishankumar & K. S. Ravichandran, 2022. "An extension of interpretive structural modeling using linguistic term sets for business decision-making," OPSEARCH, Springer;Operational Research Society of India, vol. 59(3), pages 1158-1177, September.
  37. A. López-García & V. Liern & B. Pérez-Gladish, 2025. "Determining the underlying role of corporate sustainability criteria in a ranking problem using UW-TOPSIS," Annals of Operations Research, Springer, vol. 346(2), pages 1321-1344, March.
  38. Wu, Hui & Yue, Qiong & Guo, Ping & Xu, Xiaoyu & Huang, Xi, 2022. "Improving the AquaCrop model to achieve direct simulation of evapotranspiration under nitrogen stress and joint simulation-optimization of irrigation and fertilizer schedules," Agricultural Water Management, Elsevier, vol. 266(C).
  39. László Erdey & Laisha Liu & Adrián Nagy, 2024. "The nonlinear relationship between digital affordances and firm‐level export performance: The moderating role of organizational ambidexterity," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 45(4), pages 1944-1964, June.
  40. Stefan Jovčić & Petr Průša & Momčilo Dobrodolac & Libor Švadlenka, 2019. "A Proposal for a Decision-Making Tool in Third-Party Logistics (3PL) Provider Selection Based on Multi-Criteria Analysis and the Fuzzy Approach," Sustainability, MDPI, vol. 11(15), pages 1-23, August.
  41. Hualin Xie & Zhe Li & Yu Xu, 2022. "Study on the Coupling and Coordination Relationship between Gross Ecosystem Product (GEP) and Regional Economic System: A Case Study of Jiangxi Province," Land, MDPI, vol. 11(9), pages 1-20, September.
  42. Thi Yen Pham & Ki Young Kim & Gi-Tae YEO, 2018. "The Panama Canal Expansion and Its Impact on East–West Liner Shipping Route Selection," Sustainability, MDPI, vol. 10(12), pages 1-16, November.
  43. Veisi, Hadi & Deihimfard, Reza & Shahmohammadi, Alireza & Hydarzadeh, Yasoub, 2022. "Application of the analytic hierarchy process (AHP) in a multi-criteria selection of agricultural irrigation systems," Agricultural Water Management, Elsevier, vol. 267(C).
  44. Roman Vavrek & Jiří Bečica, 2020. "Efficiency Evaluation of Cultural Services in the Czech Republic via Multi-Criteria Decision Analysis," Sustainability, MDPI, vol. 12(8), pages 1-17, April.
  45. Yao Zhang & Yingming Zhu & Taoyuan Wei & Dongwei Guo, 2024. "Assessment of coupling coordination between China’s digital economy and new-type urbanization and identification of driving factors," Economic Change and Restructuring, Springer, vol. 57(3), pages 1-25, June.
  46. Marta Nikanorova & Jelena Stankevičienė, 2020. "Development of environmental pillar in the context of circular economy assessment: Baltic Sea Region case," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 8(1), pages 1209-1223, September.
  47. Dhulfiqar Hakeem Dhayef & Sawsan S A Al-Zubaidi & Luma A H Al-Kindi & Erfan Babaee Tirkolaee, 2024. "Cell formation and layout design using genetic algorithm and TOPSIS: A case study of Hydraulic Industries State Company," PLOS ONE, Public Library of Science, vol. 19(1), pages 1-22, January.
  48. Vytautas PALEVIČIUS & Henrikas SIVILEVIČIUS & Askoldas PODVIEZKO & Aušrinė GRIŠKEVIČIŪTĖ - GEČIENĖ & Tomas KARPAVIČIUS, 2017. "Evaluation of Park and Ride Facilities at Communication Corridors in a Middle-Sized City," ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, Faculty of Economic Cybernetics, Statistics and Informatics, vol. 51(2), pages 231-248.
  49. R. N. Ossei-Bremang & F. Kemausuor, 2021. "A decision support system for the selection of sustainable biomass resources for bioenergy production," Environment Systems and Decisions, Springer, vol. 41(3), pages 437-454, September.
  50. Animesh Debnath & Jagannath Roy & Samarjit Kar & Edmundas Kazimieras Zavadskas & Jurgita Antucheviciene, 2017. "A Hybrid MCDM Approach for Strategic Project Portfolio Selection of Agro By-Products," Sustainability, MDPI, vol. 9(8), pages 1-33, July.
  51. Yun Jin & Hecheng Wu & Dechao Sun & Shouzhen Zeng & Dandan Luo & Bo Peng, 2019. "A Multi-Attribute Pearson’s Picture Fuzzy Correlation-Based Decision-Making Method," Mathematics, MDPI, vol. 7(10), pages 1-12, October.
  52. Lee, Jongsuk & Chua, Ping Chong & Liu, Bufan & Moon, Seung Ki & Lopez, Manuel, 2025. "A hybrid data-driven optimization and decision-making approach for a digital twin environment: Towards customizing production platforms," International Journal of Production Economics, Elsevier, vol. 279(C).
  53. Cuoghi, Kaio Guilherme & Leoneti, Alexandre Bevilacqua & Passador, João Luiz, 2022. "On the choice of public or private management models in the Brazilian Unified Health System (SUS)," Socio-Economic Planning Sciences, Elsevier, vol. 84(C).
  54. Yukun Ma & Shaojian Wang & Chunshan Zhou, 2023. "Can the Development of the Digital Economy Reduce Urban Carbon Emissions? Case Study of Guangdong Province," Land, MDPI, vol. 12(4), pages 1-13, March.
  55. Elena Širá & Roman Vavrek & Ivana Kravčáková Vozárová & Rastislav Kotulič, 2020. "Knowledge Economy Indicators and Their Impact on the Sustainable Competitiveness of the EU Countries," Sustainability, MDPI, vol. 12(10), pages 1-22, May.
  56. Mateusz Piwowarski & Danuta Miłaszewicz & Małgorzata Łatuszyńska & Mariusz Borawski & Kesra Nermend, 2018. "Application of the Vector Measure Construction Method and Technique for Order Preference by Similarity Ideal Solution for the Analysis of the Dynamics of Changes in the Poverty Levels in the European ," Sustainability, MDPI, vol. 10(8), pages 1-24, August.
  57. Yongli Wang & Xiangyi Zhou & Hao Liu & Xichang Chen & Zixin Yan & Dexin Li & Chang Liu & Jiarui Wang, 2023. "Evaluation of the Maturity of Urban Energy Internet Development Based on AHP-Entropy Weight Method and Improved TOPSIS," Energies, MDPI, vol. 16(13), pages 1-18, July.
  58. Linker, Raphael & Kisekka, Isaya, 2022. "Concurrent data assimilation and model-based optimization of irrigation scheduling," Agricultural Water Management, Elsevier, vol. 274(C).
  59. Fanlei Meng & Yuxiang Pang & Yeqing Zhi, 2023. "Multicriteria Model for Determining the Best and Low-Cost Methods of Industrial Heritage Transformation and Utilization under Fuzzy Inputs," Sustainability, MDPI, vol. 15(4), pages 1-17, February.
  60. Zenonas Turskis & Nikolaj Goranin & Assel Nurusheva & Seilkhan Boranbayev, 2019. "A Fuzzy WASPAS-Based Approach to Determine Critical Information Infrastructures of EU Sustainable Development," Sustainability, MDPI, vol. 11(2), pages 1-25, January.
  61. Swati Goyal & Shivi Agarwal & Narinderjit Singh Sawaran Singh & Trilok Mathur & Nirbhay Mathur, 2022. "Analysis of Hybrid MCDM Methods for the Performance Assessment and Ranking Public Transport Sector: A Case Study," Sustainability, MDPI, vol. 14(22), pages 1-21, November.
  62. Vrabková Iveta & Ertingerová Izabela & Vavrek Roman, 2019. "Information gaps in the market for social services: retirement homes in the Czech Republic," Review of Economic Perspectives, Sciendo, vol. 19(3), pages 175-191, September.
  63. Reza BASIRI & Mostafa MORADI & Bahman KIANI & Maryam MAASUMI BABAARABI, 2018. "Evaluation of distance methods for estimating population density in Populus euphratica Olivier natural stands (case study: Maroon riparian forests, Iran)," Journal of Forest Science, Czech Academy of Agricultural Sciences, vol. 64(5), pages 230-244.
  64. Aliya Abdiraman & Nikolaj Goranin & Simas Balevicius & Assel Nurusheva & Inga Tumasonienė, 2023. "Application of Multicriteria Methods for Improvement of Information Security Metrics," Sustainability, MDPI, vol. 15(10), pages 1-34, May.
  65. Roman Vavrek, 2019. "Evaluation of the Impact of Selected Weighting Methods on the Results of the TOPSIS Technique," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 18(06), pages 1821-1843, November.
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