Limit Theorems and Applications of Set-Valued and Fuzzy Set-Valued Random Variables - Brossura

Shoumei Li; Ogura, Y.; Kreinovich, V.

Brossura

ISBN 10: 9401599335 ISBN 13: 9789401599337

Casa editrice: Springer, 2014

Riassunto

Preface. Part I: Limit Theorems of Set-Valued and Fuzzy Set-Valued Random Variables. 1. The Space of Set-Valued Random Variables. 2. The Aumann Integral and the Conditional Expectation of a Set-Valued Random Variable. 3. Strong Laws of Large Numbers and Central Limit Theorems for Set-Valued Random Variables. 4. Convergence Theorems for Set-Valued Martingales. 5. Fuzzy Set-Valued Random Variables. 6. Convergence Theorems for Fuzzy Set-Valued Random Variables. 7. Convergences in the Graphical Sense for Fuzzy Set-Valued Random Variables. References for Part I. Part II: Practical Applications of Set-Valued Random Variables. 8. Mathematical Foundations for the Applications of Set-Valued Random Variables. 9. Applications to Imaging. 10. Applications to Data Processing. References for Part II. Index.

Dettagli dell?edizione

• Editore: Springer
• Data di pubblicazione: 2014
• Lingua: Inglese
• ISBN 10: 9401599335
• ISBN 13: 9789401599337
• Rilegatura: Paperback
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile