Project portfolio designing using data envelopment analysis and De Novo optimisation
In a rapidly evolving economic world, projects become tools to support organization goals. Project portfolio is set of all projects that are implemented in the organisation at a time. Possible projects are characterized by sets of inputs and outputs, where inputs are resources for project realisatio...
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| Veröffentlicht in: | Central European journal of operations research 2018-12, Vol.26 (4), p.847-859 |
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| container_title | Central European journal of operations research |
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| creator | Fiala, Petr |
| description | In a rapidly evolving economic world, projects become tools to support organization goals. Project portfolio is set of all projects that are implemented in the organisation at a time. Possible projects are characterized by sets of inputs and outputs, where inputs are resources for project realisation and outputs measure multiple goals of the organisation. The data envelopment analysis (DEA) is an appropriate approach to select efficient projects. The organisation has its total resources in limited quantities. Designing a portfolio of efficient projects not exceeding the limited resources does not always lead to the most efficient portfolio. De Novo optimisation is an approach for designing optimal systems by reshaping the feasible set. The paper proposes a new approach for project portfolio designing based on a systemic combination of DEA model and De Novo optimisation approach. A total available budget is a restriction on project portfolio. The proposed concept provides designing of optimal project portfolio with the minimal budget. Performance measures of the designed project portfolio are the efficiency of the portfolio and the effectiveness of outputs. Possible extensions of the concept are formulated and discussed. |
| doi_str_mv | 10.1007/s10100-018-0571-6 |
| format | Article |
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| subjects | Business and Management Data analysis Data envelopment analysis Economic analysis Mathematical optimization Methods Operations research Operations Research/Decision Theory Optimization Original Paper Portfolio management |
| title | Project portfolio designing using data envelopment analysis and De Novo optimisation |
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