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Ouyang, Shun-Xiang: Harnack inequalities and applications for stochastic equations. 2009
Inhalt
Preface
0 Introduction
1 Preliminaries
1.1 Some Basic Notations
1.2 Absolute Continuity of Gaussian Measures
1.3 Wiener Processes and Stochastic Integrals
1.4 Lévy Processes
1.4.1 Lévy Processes and Infinite Divisible Distributions
1.4.2 The Lévy-Itô Decomposition and Stochastic Integrals
1.4.3 Stochastic integral with respect to Lévy noise
1.4.4 Symmetric alpha-Stable Processes
2 Absolute Continuity of Lévy Processes
2.1 Introduction
2.2 Girsanov's Theorem for Lévy Processes
2.3 Hellinger-Kakutani Theory
2.4 Conditions for Absolute Continuity of Lévy Processes
2.5 Gaussian Case
2.6 Proof of Theorem 2.4.1
2.7 Density of Lévy Processes
2.8 Appendix: The range of R is different with the Cameron-Martin Space in infinite dimension
3 Gluing and Coupling
3.1 Gluing Lemma
3.2 Proof of the Gluing Lemma
3.3 Coupling
4 Harnack Inequalities for Stochastic Differential Equations
4.1 Introduction to Harnack Inequalities
4.2 Harnack Inequalities: Known Results
4.3 Harnack Inequality: Framework I
4.4 Harnack Inequality: Framework II
4.5 Global Monotonicity Condition
4.6 Linear Growth Condition
4.7 Heat Kernel Estimates
4.8 Some Problems in Applying Girsanov's Theorem
5 Harnack Inequalities for Ornstein-Uhlenbeck Processes Driven by Wiener Processes
5.1 Ornstein-Uhlenbeck Processes
5.2 Harnack Inequalities
5.2.1 Main Theorem
5.2.2 Estimates of ||Gamma_T||
5.2.3 Estimates of Harnack Inequality
5.3 Properties Equivalent to Harnack Inequalities
5.4 Examples of Harnack Inequalities
5.4.1 Simple Cases
5.4.2 Diagonal Ornstein-Uhlenbeck Processes
5.5 Perturbations
5.5.1 Lipschitz Perturbation
5.5.2 Gradient Systems
5.6 Appendix
5.6.1 Finite Dimensional Approximation
5.6.2 Representations of Ornstein-Uhlenbeck Semigroups
6 Harnack Inequalities for Ornstein-Uhlenbeck Semigroups: Two Other Gaussian Cases
6.1 Harnack Inequalities for Fractional Orntein-Uhlenbeck Processes
6.1.1 Fractional Brownian Motions and Stochastic Integrals
6.1.2 Fractional Ornstein-Uhlenbeck Processes and Harnack Inequalities
6.2 Ornstein-Uhlenbeck Semigroups on Gaussian Probability Spaces
6.2.1 Gaussian Probability Spaces and Numerical Models
6.2.2 Ornstein-Uhlenbeck Semigroups
6.2.3 Harnack Inequalities and Examples
7 Harnack Inequalities for Ornstein-Uhlenbeck Processes Driven by Lévy Processes
7.1 Ornstein-Uhlenbeck Processes Driven by Lévy Processes
7.2 Semigroup Calculus Approach
7.3 Approach by Using Measure Transformation on State Spaces
7.3.1 Main Theorem for Harnack Inequality
7.3.2 alpha-Stable Ornstein-Uhlenbeck Processes
7.3.3 Harnack Inequalities for Markov Chains
7.4 Method of Coupling and Girsanov's Transformation
7.4.1 Harnack Inequalities: Using a Control Drift
7.4.2 Harnack Inequalities: Optimization Over All Drifts
7.4.3 Estimates of the Harnack Inequalities
7.4.4 Examples
7.5 Applications of the Harnack Inequalities
7.5.1 Regularizing Property
7.5.2 Heat Kernel Bounds
7.5.3 Hyperboundedness
8 Harnack Inequalities for Multivalued Stochastic Equations
8.1 Multivalued Maximal Monotone Operator
8.2 Harnack Inequalities for Multivalued Stochastic Differential Equations
8.3 Multivalued Stochastic Evolution Equations
8.4 Concentration of Invariant Measures
8.5 Harnack Inequalities
8.6 Applications of Harnack Inequalities
9 Functional Inequalities for Ornstein-Uhlenbeck Processes
9.1 Entropy Cost and HWI Inequalities
9.2 Proof of Entropy Cost Inequality
9.3 Proof of HWI Inequality
A Controllability of Infinite Dimensional Linear System
Bibliography
Index
Notation