Mathematics of Uncertainty Ideas, Methods, Application Problems /

• Main Author: Bandemer, Hans-Walter (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2006.
• Series: Studies in Fuzziness and Soft Computing, 189
• Subjects: Engineering.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; System theory.; Probabilities.; Statistics.; Appl.Mathematics/Computational Methods of Engineering.; Probability Theory and Stochastic Processes.; Systems Theory, Control.; Applications of Mathematics.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Artificial Intelligence (incl. Robotics).

"Mathematics of Uncertainty" provides the basic ideas and foundations of uncertainty, covering the fields of mathematics in which uncertainty, variability, imprecision and fuzziness of data are of importance. This introductory book describes the basic ideas of the mathematical fields of un...

Table of Contents:

• Mathematical Representation of Simple Data and Connections
• Specification and Use of Observation Fuzziness
• Specification and Use of Uncertain Variability
• Specification of Vagueness of Statements on Sets
• Methods from Qualitative Data Analysis
• Evaluation of Functional Relationships
• Outlook and Conclusions.