Interactive Technology Selection in a System-of-Systems Context Using Graph Model for Conflict Resolution With Improved Fuzzy Option Prioritization

Within the context of capability-based system-of-systems (SoS), the technology selection involves multiple stakeholders interactively participating in decision-making. In this article, a novel approach based on graph model for conflict resolution (GMCR) is proposed to handle the interactive technology selection decision across capability domains. First, a GMCR methodology based decision analysis framework for technology selection is presented, which allows decision-makers (DMs) with distinct risk attitudes, preference knowledge, and degrees of foresight to independently and interactively participate in technology selection. Then, the technology selection model is established by a four-step procedure that incorporates improved fuzzy option prioritization, followed by systematical technology selection analysis to provide strategic insights for identifying potential mutually accepted technology portfolios. Finally, an illustrative example is used to demonstrate the applicability and effectiveness of the proposed approach.

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Publication Details

Journal
IEEE Transactions on Computational Social Systems
Published
2025-06-06
DOI
https://doi.org/10.1109/tcss.2025.3565639
Citations
1
Primary Topic
Systems Engineering Methodologies and Applications
Type
article
Field-Weighted Citation Impact
1.21
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article

Interactive Technology Selection in a System-of-Systems Context Using Graph Model for Conflict Resolution With Improved Fuzzy Option Prioritization

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article

Interactive Technology Selection in a System-of-Systems Context Using Graph Model for Conflict Resolution With Improved Fuzzy Option Prioritization

Kewei Yang, Yuming Huang, Zeqiang Hou, Bingfeng Ge, Jiang Jiang, Jichao Li
article en
1 citations

Abstract

Within the context of capability-based system-of-systems (SoS), the technology selection involves multiple stakeholders interactively participating in decision-making. In this article, a novel approach based on graph model for conflict resolution (GMCR) is proposed to handle the interactive technology selection decision across capability domains. First, a GMCR methodology based decision analysis framework for technology selection is presented, which allows decision-makers (DMs) with distinct risk attitudes, preference knowledge, and degrees of foresight to independently and interactively participate in technology selection. Then, the technology selection model is established by a four-step procedure that incorporates improved fuzzy option prioritization, followed by systematical technology selection analysis to provide strategic insights for identifying potential mutually accepted technology portfolios. Finally, an illustrative example is used to demonstrate the applicability and effectiveness of the proposed approach.

IEEE Transactions on Computational Social SystemsVol. 12(6)
National University of Defense Technology (CN)
Climate action
Openalex Percentile: Top 21%
Systems Engineering Methodologies and Applications
1.21
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