A fuzzy MOP based competence set expansion method for technology roadmap definitions

Chi Yo Huang*, Yen Chu Lin, Chia Li Yang, Yu Sun, Jeng Chieh Cheng, Ying Ting Kuo, Liang Chieh Wang, Sing Yan Wang, Hao En Hsu, Hao Hsiu Hsu

*此作品的通信作者

研究成果: 書貢獻/報告類型會議論文篇章

摘要

Technology roadmaps have already been widely adopted as an important management tool during the past three decades after the invention of the management tool by Motorola in the 1980s. The technology road-mapping processes which can be integrated with firms' competence sets are very important for strategy definitions. However, how the uncertainties being associated with the costs, time, quality, etc. for technology road mapping were seldom discussed, not to mention how various objectives can be considered at the same time. Thus, this research aims to propose a fuzzy multiple objective programming based competence set expansion technique to resolve the above mentioned technology road-mapping problem. An empirical study based on the road-mapping of novel compressors for air conditioners will be used to demonstrate the feasibility of the proposed framework. The well-verified analytic framework can serve as a basis for research and development (R&D) strategy definitions by practitioners.

原文英語
主出版物標題Knowledge Innovation Through Intelligent Software Methodologies, Tools and Techniques - Proceedings of the 19th International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques, SoMeT 2020
編輯Hamido Fujita, Ali Selamat, Sigeru Omatu
發行者IOS Press BV
頁面173-182
頁數10
ISBN(電子)9781643681146
DOIs
出版狀態已發佈 - 2020 九月 15
事件19th International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques, SoMeT 2020 - Virtual, Online, 日本
持續時間: 2020 九月 222020 九月 24

出版系列

名字Frontiers in Artificial Intelligence and Applications
327
ISSN(列印)0922-6389

會議

會議19th International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques, SoMeT 2020
國家/地區日本
城市Virtual, Online
期間2020/09/222020/09/24

ASJC Scopus subject areas

  • 人工智慧

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