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Erschienen in:

2022 | OriginalPaper | Buchkapitel

2. Fuzzy-AI Model

verfasst von : Shaopei Lin

Erschienen in: Fuzzy-AI Model and Big Data Exploration

Verlag: Springer Berlin Heidelberg

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Abstract

Fuzzy-AI Model is an efficient approach of information digging treatment combined with artificial intelligence and fuzzy information technology. Since AI can be understood as using a computer to simulate human intelligence, yet the latter one is nothing better than the immense capability of massive fuzzy information processing. Therefore, the combination of AI and fuzzy information processing will have a broad perspective for applied information technology. The majority of practical problems in nature, in society and in engineering essentially possess uncertainty, and the problem solution is not only to make a qualitative judgment, but also the quantitative evaluation, and in this point, the fuzzy set theorem can be fully adaptable. Therefore, the introduction of the Fuzzy-AI Model may explore a new approach of solving non-structured problems by means of AI.

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Vorheriges Kapitel Introduction to Digital Era

Nächstes Kapitel Theoretical Adaptability of Fuzzy Approach

Zadeh, L. A. (1965). Fuzzy sets. Information and Control, 8, 338–353.MathSciNetCrossRef

Saaty, T. L. (1980). The analytic hierarchy process, priority setting, resource allocation. McGraw Hill Inc.MATH

Lin, S. (1998, May). Fuzzy-AI model. In Proceedings of 2nd international conference on artificial intelligence for engineering (pp. 56–72, May 1998).

Lin, S. (2005). On paradox of fuzzy modeling: Supervised learning for rectifying fuzzy membership function. Artificial Intelligence Review, 23, 395–405.CrossRef

Lin, S., & Zhu, W. (2021, August 27). How subjective information with AI for digital revolution. Journal of Intelligent and Fuzzy Systems, 1–11.

Ang, A.H.-S., & Tang, W. H. (2007). Probability concepts in engineering—Emphasis on applications in civil and environmental engineering. J. Wiley & Sons Inc.

Zimmermann, H. J. (1987). Fuzzy set theory––And its application. Kluwer Academic Publishers.

Zimmermann, H. J. (1987). Fuzzy sets. Kluwer Academic Publishers.

Taby, J., & Moan, T. (1985). Collapse and residual strength of damaged tubular members. In The proceedings of behavior of offshore structures (pp.395–405).

10.

Wang, P. (1983). Fuzzy sets theory and its applications. Shanghai Press of Science and Technology. (in Chinese)

11.

Xu, F., & Lin, S. (2016). Theoretical framework of Fuzzy-AI model in quantitative project management. Journal of Intelligent & Fuzzy Systems, 30, 509–521.

12.

Lin, S., et al. (1992). Fuzzy analysis of risk investment for harbor construction by hierarchy system approach. Journal of China Ocean Engineering, 6(2). (in Chinese)

13.

Shi, Z., & Lin, S. (1989). Progressive collapse of offshore platforms with damaged members. In Proceedings of 8-th international symposium on offshore mechanics and arctic engineering, March 1989.

14.

Lin, S., & Xiaofeng, Y. (1995). Intelligent data base supported system reliability control by successive precision of machine learning. In Proceedings of international symposium on uncertainty modeling and analysis, ISUMA’95, Sept. 1995.

15.

Yang, X., & Lin, S. (1995). Long-term highway system investment decision based on fuzzy model of comprehensive pavement distress, bid. In Proceedings of ISUMA’95, Sept. 1995.

16.

Lin, S., et al. (1992). Conceptual design of structures supported by intelligent data base. In Intelligent decision making system in engineering construction (pp. 175–187). China Construction Press, 1992. (in Chinese)

17.

Lin, S., et al. (1991). A conceptual approach of fuzzy decision for systems by “deep knowledge” and “deep data”. In Proceedings of 2nd international conference on the application of AI Tech. in civil and structural engineering (pp. 133–140).

18.

Lin, S. (2014). The principle and methods of quantitative management—Fuzzy-AI model in managerial science. Taiwan Project Management Network Co. Ltd., December 2014. http://www.dooland.com/book/22286 (in Chinese)

19.

PMI. A guide to the project management body of knowledge (PMBOK guide) (6th edn.).

Titel: Fuzzy-AI Model
verfasst von: Shaopei Lin
Verlag: Springer Berlin Heidelberg
Buch: Fuzzy-AI Model and Big Data Exploration
Print ISBN: 978-3-662-56337-3

Electronic ISBN: 978-3-662-56339-7

Copyright-Jahr: 2022
DOI: https://doi.org/10.1007/978-3-662-56339-7_2

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