Fuzzy Network Data Envelopment Analysis in the Evaluation of Project Success Across the Project Life Cycle

Kuchta D., Klaus-Rosinska A.

4th International Conference on Intelligent and Fuzzy Systems (INFUS), Bornova, Türkiye, 19 - 21 Temmuz 2022, cilt.504, ss.319-327 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası: 504
  • Doi Numarası: 10.1007/978-3-031-09173-5_40
  • Basıldığı Şehir: Bornova
  • Basıldığı Ülke: Türkiye
  • Sayfa Sayıları: ss.319-327
  • Anahtar Kelimeler: Network DEA, Project success, Project life cycle, DEA
  • İstanbul Teknik Üniversitesi Adresli: Hayır

Özet

Project success has been the subject of extensive research, but there exists a rather limited repertoire of results regarding project success assessment across the project life cycle, taking into account consecutive project stages. Here, we propose an approach to evaluate overall project success on the basis of the inputs and outputs of different project stages. The inputs and outputs may be fuzzy. Our proposal is a modification of the network Data Envelopment Analysis approach, which was originally developed to measure the relative efficiency of production units with an internal structure (production stages). This approach has its fuzzy versions, which allow the consideration of the hard-to-measure project inputs and outputs. An adequate model is described, and its application is illustrated with a computational example.