An Adaptive ANP & ELECTRE IS-Based MCDM Model Using Quantitative Variables
| Autor: | Víctor Yepes, JOSE GARCIA, Antonio J. Sánchez-Garrido, Ignacio Navarro |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2022 |
| Předmět: |
Multiple-criteria decision-making
Life cycle assessment INGENIERIA DE LA CONSTRUCCION Analytic hierarchy process Analytic network process ELECTRE IS General Mathematics Computer Science (miscellaneous) Modern methods of construction 09.- Desarrollar infraestructuras resilientes promover la industrialización inclusiva y sostenible y fomentar la innovación multiple-criteria decision-making sustainable design analytic hierarchy process analytic network process life cycle assessment modern methods of construction Engineering (miscellaneous) Sustainable design |
| Zdroj: | Mathematics; Volume 10; Issue 12; Pages: 2009 |
| DOI: | 10.3390/math10122009 |
| Popis: | [EN] The analytic network process (ANP) is a discrete multi-criteria decision-making (MCDM) method conceived as a generalization of the traditional analytic hierarchical process (AHP) to address its limitations. ANP allows the incorporation of interdependence and feedback relationships between the criteria and alternatives that make up the system. This implies much more complexity and intervention time, which reduces the expert¿s ability to make accurate and consistent judgments. The present paper takes advantage of the usefulness of this methodology by formulating the model for exclusively quantitative variables, simplifying the decision problem by resulting in fewer paired comparisons. Seven sustainability-related criteria are used to determine, among four design alternatives for a building structure, which is the most sustainable over its life cycle. The results reveal that the number of questions required by the conventional AHP is reduced by 92%. The weights obtained between the AHP and ANP groups show significant variations of up to 71% in the relative standard deviation of some criteria. This sensitivity to subjectivity has been implemented by combining the ANP-ELECTRE IS methods, allowing the expert to reflect the view of the decision problem with greater flexibility and accuracy. The sensitivity of the results on different methods has been analyzed. Grant PID2020-117056RB-I00 funded by MCIN/AEI/10.13039/501100011033 and by "ERDF A way of making Europe". |
| Databáze: | OpenAIRE |
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