Journal
Scientific journal NRU ITMO Series "Economics and Environmental Management"
UDK338.001.36
Issue:2 (53)
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A systematic review of modeling approaches in supply chain management: past, present, and future perspectives
Annotation
Supply chain management plays a vital role in modern business operations, encompassing the coordination and optimization of activities across multiple entities. Effective modeling of the supply chain problem is crucial for making informed decisions and improving overall supply chain performance. This systematic review aims to analyze and evaluate the current and historical approaches used in modeling the supply chain management problem. The review categorizes selected articles based on the modeling techniques employed, such as mathematical optimization, simulation, network analysis, and machine learning. It analyzes and summarizes the findings of each modeling approach, highlighting their strengths, limitations, and applicability to different SCM problem domains. Furthermore, the review identifies trends, common themes, and gaps in the literature, providing insights into the evolution of modeling techniques over time. It also discusses emerging trends, novel methodologies, and innovative approaches identified during the review. The implications of the findings for supply chain practitioners, researchers, and policymakers are discussed, along with potential future directions for modeling the SCM problem. The review underscores the importance of integrated approaches, dynamic decision-making, behavioral considerations, sustainability and resilience modeling, advanced data analytics and AI techniques, industry-specific modeling, and risk management strategies. The outcomes of this systematic review contribute to the understanding of past and future approaches in modeling the SCM problem, guiding future research efforts and supporting evidence-based decision-making in supply chain management.
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Articles in current issue
- Theoretical questions of the study of industrial enterprises as complex self-organizing systems
- Features of the formation of the organic food market
- Prospects and specificity of using the concept of an intelligent enterprise in business
- Impact of financialization on sustainable development
- Controlling as a tool to improve the efficiency of forest industry enterprise management in the context of digital transformation
- Risk-based approach to the organization of internal audit of a testing laboratory
- Analysis of risk management systems of innovative companies
- Trends in non-financial reporting in the sphere of sustainable development control in Russian organizations
- Peculiarities of decision making in business under uncertainty
- Parallel import as a mechanism of economic management
- Organizational and management aspects of the formation of transport infrastructure in the arctic zone
- Comparative analysis of corporate social responsibility practices of foreign corporate structures
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