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Focusing on decision-making under uncertainty, this book provides a systematic exploration of analysis and decision problems within knowledge-based decision support systems. It introduces innovative concepts like uncertain variables and a learning process for knowledge validation and updating. The work integrates various descriptions of uncertainty—random, uncertain, and fuzzy variables—demonstrating their application in areas such as dynamical control systems and knowledge-based pattern recognition. The text is structured to be self-contained, making it accessible for readers.
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Analysis and Decision Making in Uncertain Systems, Zdzislaw Bubnicki
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- Année de publication
- 2010
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