Screen LibraryModeling and inverse problems in the presence of uncertainty /
"Writing a research monograph on a 'hot topic' such as 'uncertainty propagation' is a somewhat daunting undertaking. Nontheless, we decided to collect our own views, supported by our own research efforts over the past 12-15 years on a number of aspects of this topic and summ...
Saved in:
| Main Authors: | |
|---|---|
| Group Author: | ; |
| Published: |
CRC Press,
|
| Publisher Address: | Boca Raton : |
| Publication Dates: | 2014. |
| Literature type: | Book |
| Language: | English |
| Series: |
Monographs and research notes in mathematics
|
| Subjects: | |
| Summary: |
"Writing a research monograph on a 'hot topic' such as 'uncertainty propagation' is a somewhat daunting undertaking. Nontheless, we decided to collect our own views, supported by our own research efforts over the past 12-15 years on a number of aspects of this topic and summarize these for the possible enlightenment it might provide (for us, our students and others). The research results discussed below are thus necessarily filled with a preponderance of references to our own research reports and papers. In numerous of the references below (given at the conclusion of each chapter), we refer |
| Carrier Form: | xiii, 391 pages : illustrations ; 24 cm. |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: |
9781482206425 : 1482206420 |
| Index Number: | QA378 |
| CLC: | O141.4 |
| Call Number: | O141.4/B218 |
| Contents: | 1. Introduction -- 2. Probability and statistics overview -- 3. Mathematical and statistical aspects of inverse problems -- 4. Model selection criteria -- 5. Estimation of probability measures using aggregate population data -- 6. Optimal design -- 7. Propagation of uncertainty in a continuous time dynamical system -- 8. A stochastic system and its corresponding deterministic system. |