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Growing Science » Journal of Project Management » Selecting a portfolio of projects considering both optimization and balance of sub-portfolios

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Journal of Project Management

ISSN 2371-8374 (Online) - ISSN 2371-8366 (Print)
Quarterly Publication
Volume 5 Issue 1 pp. 1-16 , 2020

Selecting a portfolio of projects considering both optimization and balance of sub-portfolios Pages 1-16 Right click to download the paper Download PDF

Authors: Nima Golghamat Raad, Mohsen Akbarpour Shirazi, S.H. Ghodsypour

📋 Author Affiliations:
N. Golghamat Raad, M.A. Shirazi, S.H. Ghodsypour (Department of Industrial Engineering, Amirkabir University of Technology, Tehran, Iran)
doi 10.5267/j.jpm.2019.8.003
Crossmark
15 Source: Scopus

🔑 Keywords: Project Portfolio Selection, Prioritization, Clustering, Neural Network, FAHP, Multiobjective Programming

Abstract: Over the past four decades, portfolio selection has been one of the most important con-cerns of researchers, project managers, project-oriented companies, and public agencies around the world. Although numerous studies have been done in this field, still there is a room for more improvement in both theory and practice. One of the yet unspoiled topics in this field is improving and balancing the efficiency of sub-portfolios while paying attention to portfolio optimization. This study employs data-mining tools to categorize projects into sub-portfolios and rank them. Multiple Criteria Decision Making (MCDM) methods are also used to weigh the criteria on which the ranking process is based. Finally, a novel multi-objective model is designed to optimize the efficiency of sub-portfolios and the gain of the main portfolio. The model is solved by NSGA II algorithm. This study introduces a hybrid framework by which project portfolio selection process can be carried out regarding strategic alignment, cost, and risk.

How to cite this paper
APA: Raad, N., Shirazi, M & Ghodsypour, S. (2020). Selecting a portfolio of projects considering both optimization and balance of sub-portfolios. Journal of Project Management, 5(1), 1-16.
Chicago/Turabian: Raad, N., Shirazi, M & Ghodsypour, S. 2020. "Selecting a portfolio of projects considering both optimization and balance of sub-portfolios." Journal of Project Management 5, no. 1 (2020): 1-16.
AMA: Raad, N., Shirazi, M & Ghodsypour, S. Selecting a portfolio of projects considering both optimization and balance of sub-portfolios. Journal of Project Management. 2020;5(1):1-16.

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Journal: Journal of Project Management | Year: 2020 | Volume: 5 | Issue: 1 | Views: 3573 | Reviews: 0

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