Performance Appraisal of Research and Development Projects Value-Chain for Complex Products and Systems: The Fuzzy Three-Stage DEA Approach

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PEYKANI PEJMAN; GHEIDAR KHELJANI JAFAR

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Journal Paper

Paper Information

Journal: JOURNAL OF NEW RESEARCHES IN MATHEMATICS Year:2020 | Volume:6 | Issue:25 Page(s): 41-57

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Information Journal Paper

Title

Performance Appraisal of Research and Development Projects Value-Chain for Complex Products and Systems: The Fuzzy Three-Stage DEA Approach

Author(s)

PEYKANI PEJMAN | GHEIDAR KHELJANI JAFAR | Issue Writer Certificate

Keywords

Research and Development (R&D) Project

Complex Products and Systems (CoPS)

Network Data Envelopment Analysis (NDEA)

Value-Chain

Uncertainty

Abstract

The purpose of the current research is to provide a performance appraisal system capable of considering the value chain network structure of research and development (R&D) projects for Complex products and systems (CoPS) under Uncertainty of data. Therefore, in order to achieve this goal, a network data envelopment analysis (NDEA) approach and the possibilistic programming to provide a new fuzzy network data envelopment analysis (FNDEA) approach have been utilized. It is worth noting that the value chain structure is considered in three phases: research and development, manufacturing and testing and finally operations. Finally, the proposed research approach was implemented using data from 10 Research and Development projects for complex systems and products in Iran and the results indicate the capability and applicability of the proposed approach of fuzzy three-stage data envelopment analysis.

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APA: Copy

PEYKANI, PEJMAN, & GHEIDAR KHELJANI, JAFAR. (2020). Performance Appraisal of Research and Development Projects Value-Chain for Complex Products and Systems: The Fuzzy Three-Stage DEA Approach. JOURNAL OF NEW RESEARCHES IN MATHEMATICS, 6(25 ), 41-57. SID. https://sid.ir/paper/950739/en

Vancouver: Copy

PEYKANI PEJMAN, GHEIDAR KHELJANI JAFAR. Performance Appraisal of Research and Development Projects Value-Chain for Complex Products and Systems: The Fuzzy Three-Stage DEA Approach. JOURNAL OF NEW RESEARCHES IN MATHEMATICS[Internet]. 2020;6(25 ):41-57. Available from: https://sid.ir/paper/950739/en

IEEE: Copy

PEJMAN PEYKANI, and JAFAR GHEIDAR KHELJANI, “Performance Appraisal of Research and Development Projects Value-Chain for Complex Products and Systems: The Fuzzy Three-Stage DEA Approach,” JOURNAL OF NEW RESEARCHES IN MATHEMATICS, vol. 6, no. 25 , pp. 41–57, 2020, [Online]. Available: https://sid.ir/paper/950739/en

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