A Performance-Oriented Optimization Framework Combining Meta-Heuristics and Entropy-Weighted TOPSIS for Multi-Objective Sustainable Supply Chain Network Design
نویسندگان
چکیده
The decision-making of sustainable supply chain network (SSCN) design is a strategy capacity for configuring facility and product flow. When optimizing conflicting economic, environmental, social performance objectives, it difficult to select the optimal scheme from obtained feasible decision schemes. In this article, according triple bottom line sustainability, multi-objective optimization model developed, novel performance-oriented framework proposed. This framework, referred as integrates meta-heuristic algorithms entropy-weighted technique order preference by similarity an ideal solution (EW-TOPSIS). can comprehensively evaluate overall SSCN EW-TOPSIS guide evolution process algorithms. decision-makers obtain schemes calculated meta-heuristics determine one value evaluated EW-TOPSIS. article combines three evaluation strategies with four algorithms, namely, non-dominated Sorting Genetic Algorithm-II (NSGA-2), differential evolutionary (MODE), particle swarm (MOPSO), gray wolr (MOGWO), verifying effectiveness framework. results validate that proposed has much better sustainability than traditional methods. Furthermore, provide managers special best performance. Finally, some research prospects are presented such more multi-criteria making
منابع مشابه
A multi objective mixed integer programming model for design of a sustainable meat supply chain network
In the recent decades, rapid population growth has led to the significant increase in food demand. Food supply chain has always been one of the most important and challenging management issues. Product with short age, especially foodstuffs, is the most problematic challenges for supply chain management. These challenges are mainly due to the diversity in the number of these goods, the special n...
متن کاملA new multi-objective mathematical model for a Citrus supply chain network design: Metaheuristic algorithms
Nowadays, the citrus supply chain has been motivated by both industrial practitioners and researchers due to several real-world applications. This study considers a four-echelon citrus supply chain, consisting of gardeners, distribution centers, citrus storage, and fruit market. A Mixed Integer Non-Linear Programming (MINLP) model is formulated, which seeks to minimize the total cost and maximi...
متن کاملMulti-objective optimization for sustainable supply chain network design considering multiple distribution channels
Companies and their supply chains are facing the challenges of limited resources, social awareness and government regulations. Challenges are putting pressure on them to improve their environmental performance and social care, while maintaining low costs. Thus, sustainable growth with respect to the environment and society is the new approach towards global competitiveness. Global supply chains...
متن کاملA ROBUST OPTIMIZATION MODEL FOR BLOOD SUPPLY CHAIN NETWORK DESIGN
The eternal need for humans' blood as a critical commodity makes the healthcare systems attempt to provide efficient blood supply chains (BSCs) by which the requirements are satisfied at the maximum level. To have an efficient supply of blood, an appropriate planning for blood supply chain is a challenge which requires more attention. In this paper, we address a mixed integer linear programming...
متن کاملA Hybrid Solution Approach Based on Benders Decomposition and Meta-Heuristics to Solve Supply Chain Network Design Problem
Supply Chain Network Design (SCND) is a strategic supply chain management problem that determines its configuration. This mainly focuses on the facilities location, capacity sizing, technology selection, supplier selection, transportation, allocation of production and distribution facilities to the market, and so on. Although the optimal solution of the SCND problem leads to a significant reduc...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Electronics
سال: 2022
ISSN: ['2079-9292']
DOI: https://doi.org/10.3390/electronics11193134