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Nowadays dedicated attention is devoted to intangible evaluation aspects, especially in intensive technological sectors, which are characterized by expressive R&D resources allocation and showing high uncertainties in the project development. The R&D projects can present diverse inovativeness degrees, each one with different projects development terms, technological intensities and complexities, and related uncertainties degrees. So, the current research and practices are concentrated in the adjustment of the traditional evaluation methodologies for the decision making process related to the portfolio management in those sectors, mainly in the pharmaceutical, biotechnology and chemical industries. In this way, the literature presents some uncertainties factors, like the project complexity, the life cycle stage of the technology, the existence of internal knowledge and competencies regarding the technology, the …