PROBE- a multicriteria decision support system for portfolio robustness evaluation

Lourenço, João Carlos and Morton, Alec and Bana e Costa, Carlos A (2012) PROBE- a multicriteria decision support system for portfolio robustness evaluation. Decision Support Systems, 54 (1). 534–550. (http://dx.doi.org/10.1016/j.dss.2012.08.001)

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Abstract

This paper addresses the problem of selecting a robust portfolio of projects in the context of limited resources, multiple criteria, different project interactions and several types of uncertainty. A portfolio of projects is considered an undoubtedly robust choice if for a given uncertainty domain that affects the costs and/or the benefits of the projects there is no other portfolio that does not cost more and simultaneously may provide more overall benefit. We present a new decision support system, PROBE (Portfolio Robustness Evaluation), and the algorithms it implements. PROBE identifies all efficient portfolios and depicts the respective Pareto frontier within a given portfolio cost range, and permits users to analyze, in depth, the robustness of selecting a proposed portfolio. The robustness evaluation starts by identifying competitor portfolios to the proposed portfolio, its similarities and differences in project composition to its competitors, and the regret a decision-maker may have by selecting the proposed portfolio instead of a competitor.

ORCID iDs

Lourenço, João Carlos, Morton, Alec ORCID logoORCID: https://orcid.org/0000-0003-3803-8517 and Bana e Costa, Carlos A;
CORE (COnnecting REpositories)