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Metaheuristic algorithms based automated evaluation method for public investment projects
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Date
2014
Author
Yılmaz, Tüluğ Figen
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The public investment projects are essential to improve the state economy prosperously and to improve life of people. In spite of high need for public investment projects, resources are limited. So, there has been increased requirement on the accountability and efficiency of the public investment projects. To overcome these issues, project performance evaluation systems are needed. Scientific and reasonable performance measurement can be utilized in these systems to evaluate public investment projects. A set of measurement index and the assessment method must be developed to strengthen the measurement of public investment projects performance. In this thesis, a new project evaluation system is introduced. In attribute selection part of this model, Genetic Algorithm and several data mining methods are used. Harmony Search and Genetic Algorithm are used at building evaluation model after attribute selection. The proposed system is applied to evaluation process of 493 World Bank projects. The results are compared with the classical project evaluation technique using the Analytical Hierarchy Process and well known classification methods in the literature. Considering the evaluation results, the proposed work is more successful than these well known methods in the literature.
Subject Keywords
Heuristic algorithms.
,
Heuristic programming.
,
Project management
,
Project management
URI
http://etd.lib.metu.edu.tr/upload/12617727/index.pdf
https://hdl.handle.net/11511/23983
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Graduate School of Natural and Applied Sciences, Thesis
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T. F. Yılmaz, “Metaheuristic algorithms based automated evaluation method for public investment projects,” M.S. - Master of Science, Middle East Technical University, 2014.
