Using Pareto filters to support risk management in optimization under uncertainty: Application to the strategic planning of chemical supply chains

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• 作者：Sergio Medina-Gonzá ; lez^a ; Carlos Pozo^c ; Gabriela Corsano^d ; Gonzalo Guillé ; n-Gó ; salbez^b ; ^c ; Antonio Espuñ ; a^a ; ^{antonio.espuna@upc.edu}
• 关键词：Financial risk metrics ; Uncertainty ; Multi-objective ; Pareto filters
• 刊名：Computers & Chemical Engineering
• 出版年：2017
• 出版时间：4 March 2017
• 年：2017
• 卷：98
• 期：Complete
• 页码：236-255
• 全文大小：3730 K
• 卷排序：98

文摘

A systematic methodology to support risk management in optimization under uncertainty. The Pareto filters ensure the quality of the final design. The proposed strategy allows the simultaneous consideration of multiple risk criteria. The proposed strategy facilitates decision-making and avoids subjectivity when selecting the final solution. The resulting base model is generic and the strategy is flexible enough to be implemented in other real cases.