Decision Sciences, Management Science and Operations Research
6
Scopus Publications
201
Scholar Citations
5
Scholar h-index
4
Scholar i10-index
Scopus Publications
Integrating LOPCOW-DOBI method and possibilistic programming for two-stage decision making in resilient food supply chain network Pavan Sharma, B. Nila, Dragan Pamucar, Jagannath Roy Journal of Industrial Information Integration, 2025 This study focuses on resilient supplier selection and order allocation — two crucial aspects of modern supply chain management (SCM). Globalization and strategic sourcing expose supply chains to disruptions, making resilient sourcing strategies essential for adapting to fluctuations in supply and demand. This paper proposes a novel integrated hybrid model that combines multi-attribute decision-making (MADM) with a possibilistic multi-objective programming model (PMOPM) to enhance decision-making in supply chain resilience (SCR). In the first stage, we present an MADM model that integrates the LOgarithmic Percentage Change-driven Objective Weighting (LOPCOW) and DOmbi Bonferroni (DOBI) methods. The LOPCOW-DOBI method enables decision-makers (e.g., purchasing team) to evaluate and rank multiple suppliers based on normal business criteria ( N B C ) and resilient pillars ( R P s ). In the second stage, a PMOPM is employed to determine optimal order allocations when supply, demand, and cost parameters are fuzzy in nature. The quantitative and qualitative evaluation of decision-makers’ opinions is integrated into mathematical optimization by combining the MADM output with PMOPM. Using the ϵ -constraint method, the model was optimized to obtain Pareto solutions , with the final solution identified via the global criteria method. A real-world food industry case study validated the MADM-PMOPM model. Our results show that suppliers with higher resilience performance receive larger orders. Sensitivity analysis confirms that the two-stage model consistently delivers stable and adaptable solutions. Comparative analysis further demonstrates that the proposed approach is effective and reliable for rational decision-making.
Analysis of Critical Success Factors of Logistics 4.0 using D-number based Pythagorean Fuzzy DEMATEL method Bindu Nila, Jagannath Roy Decision Making Advances, 2024 Logistics 4.0 is a concept related to Industry 4.0, encompassing skills and notions of supply chain organization, integrating logistics with advanced technology in order to satisfy consumer demand for customized goods and services. Industry 4.0 is transforming businesses and supply chains through advanced technologies like analytics, big data, Internet of things, and cyber-physical systems, enhancing warehousing, manufacturing, and logistics. Logistics 4.0 can be regulated by properly analyzing specific Critical Success Factors using a Multi-Criteria Decision Making model in uncertain or ambiguous circumstances. Hence, it is necessary to explore the CSFs while bringing logistics 4.0 into action. These CSFs are interlinked, and this interlinkage is examined through the D-number-based Pythagorean fuzzy Decision Making Trial and Evaluation Laboratory method, which is suitable for group decision-making in incomplete and uncertain data. The proposed research paradigm incorporates the abilities of Trapezoidal Pythagorean Fuzzy Numbers for dealing with fuzziness and D-Numbers for getting an improved and further precise decision from a heterogeneous group of decision-makers using their linguistic choices. Additionally, it is adaptive and versatile in managing the intrinsic uncertainty brought on by ambiguous and subjective information.
Evaluation of Resilient 4PL Provider for Online Plant Store: An Intuitionistic Fuzzy DOBI Approach B Nila, J Roy Outsourcing Using Operations Research and Management Science Methods: From … , 2025 2025
Fuzzy DOBI Approach B Nila, J Roy Outsourcing Using Operations Research and Management Science Methods: From … , 2025 2025
Integrating LOPCOW-DOBI method and possibilistic programming for two-stage decision making in resilient food supply chain network P Sharma, B Nila, D Pamucar, J Roy Journal of Industrial Information Integration 46, 100847 , 2025 2025 Citations: 10
Designing and analyzing drone-based city logistics solutions for Kochi using a Fuzzy Multi-Criteria decision making framework B Nila, D Pamucar, J Roy Environment, Development and Sustainability, 1-36 , 2024 2024 Citations: 9
Analysis of Critical Success Factors of Logistics 4.0 using D-number based Pythagorean Fuzzy DEMATEL method B Nila, J Roy Decision Making Advances 2 (1), 92-104 , 2024 2024 Citations: 37
Analysing the Key Success Factors of Logistics Center 4.0 Implementation Using Improved Pythagorean Fuzzy DEMATEL Method B Nila, J Roy Arabian Journal for Science and Engineering 49, 11883-11905 , 2023 2023 Citations: 21
A new hybrid MCDM framework for third-party logistic provider selection under sustainability perspectives B Nila, J Roy Expert Systems with Applications 234, 121009 , 2023 2023 Citations: 124
MOST CITED SCHOLAR PUBLICATIONS
A new hybrid MCDM framework for third-party logistic provider selection under sustainability perspectives B Nila, J Roy Expert Systems with Applications 234, 121009 , 2023 2023 Citations: 124
Analysis of Critical Success Factors of Logistics 4.0 using D-number based Pythagorean Fuzzy DEMATEL method B Nila, J Roy Decision Making Advances 2 (1), 92-104 , 2024 2024 Citations: 37
Analysing the Key Success Factors of Logistics Center 4.0 Implementation Using Improved Pythagorean Fuzzy DEMATEL Method B Nila, J Roy Arabian Journal for Science and Engineering 49, 11883-11905 , 2023 2023 Citations: 21
Integrating LOPCOW-DOBI method and possibilistic programming for two-stage decision making in resilient food supply chain network P Sharma, B Nila, D Pamucar, J Roy Journal of Industrial Information Integration 46, 100847 , 2025 2025 Citations: 10
Designing and analyzing drone-based city logistics solutions for Kochi using a Fuzzy Multi-Criteria decision making framework B Nila, D Pamucar, J Roy Environment, Development and Sustainability, 1-36 , 2024 2024 Citations: 9
Evaluation of Resilient 4PL Provider for Online Plant Store: An Intuitionistic Fuzzy DOBI Approach B Nila, J Roy Outsourcing Using Operations Research and Management Science Methods: From … , 2025 2025
Fuzzy DOBI Approach B Nila, J Roy Outsourcing Using Operations Research and Management Science Methods: From … , 2025 2025