Multi-objective optimisation of an outranking model for public resources allocation on competing projects (Q840584)
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scientific article; zbMATH DE number 5603394
| Language | Label | Description | Also known as |
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| English | Multi-objective optimisation of an outranking model for public resources allocation on competing projects |
scientific article; zbMATH DE number 5603394 |
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Multi-objective optimisation of an outranking model for public resources allocation on competing projects (English)
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13 September 2009
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Summary: This paper develops a model for composing social-oriented project portfolios. The information concerning the quality of the projects is in the form of a project-ranking, which can be obtained by the application of a proper multi-criteria method, but the ranking does not assume an appropriate evaluation of social impact. Inspired by outranking methods, the model provides a preference relation over project portfolios related to project rank positions, single-project costs, and the decision-maker's aversion to expensive projects. A best portfolio is primarily found through a multi-objective optimisation that regards violations to pre-established decision-maker's preferences and the competing portfolios' cardinalities. The overall solution is obtained by developing an evolutionary method, which is found to perform very well in some test examples.
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public resources allocation
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multi-objective optimisation
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outranking methods
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evolutionary algorithms
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resource allocation
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modelling
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project ranking
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decision making
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competing projects
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