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Introduction to Infinite

Author(s): Huang
Edition: 1st
ISBN10: 7030078187
ISBN13: 9787030078186
 
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Table of Contents
Preface ix
Foundations of Infinite Dimensional Analysis
1(58)
Linear operators on Hilbert spaces
1(18)
Basic notions, notations and lemmas
1(3)
Closable, symmetric and self-adjoint operators
4(4)
Self-adjoint extension of a symmetric bounded below operator
8(2)
Spectral resolution of self-adjoint operators
10(4)
Hilbert-Schmidt and trace class operators
14(5)
Fock spaces and second quantization
19(10)
Tensor products of Hilbert spaces
19(5)
Fock spaces
24(2)
Second quantization of operators
26(3)
Countably normed spaces and nuclear spaces
29(12)
Countably normed spaces and their dual spaces
30(4)
Nuclear spaces and their dual spaces
34(4)
Topological tensor product, the Schwartz kernels theorem
38(3)
Borel measures on topological linear spaces
41(18)
Minlos-Sazanov theorem
41(7)
Gaussian measures on Hilbert spaces
48(3)
Gaussian measures on Banach spaces
51(8)
Malliavin Calculus
59(54)
Gaussian probability spaces and Wiener chaos decomposition
59(13)
Functionals on Gaussian probability spaces
59(5)
Numerical models
64(3)
Multiple Wiener-Ito integral representation
67(5)
Differential calculus of functionals, gradient and divergence operators
72(14)
Finite dimensional Gaussian probability spaces
72(4)
Gradient and divergence of smooth functionals
76(5)
Sobolev spaces of functionals
81(5)
Meyer's inequalities and some consequences
86(14)
Ornstein-Uhlenbeck semigroup
86(3)
LP-multiplier theorem
89(3)
Meyer's inequalities
92(5)
Meyer-Watanabe's generalized functionals
97(3)
Densities of non-degenerate functionals
100(13)
Malliavin covariance matrices, some lemmas
101(2)
Existence of densities
103(3)
Smoothness of densities
106(4)
Examples
110(3)
Stochastic Calculus of Variation for Wiener Functionals
113(48)
Differential calculus of Ito functionals and regularity of heat kernels
113(17)
Skorohod integrals
113(5)
Smoothness of solutions to stochastic differential equations
118(2)
Hypoellipticity and Hormander's conditions
120(5)
A probabilistic proof of Hormander's theorem
125(5)
Potential theory over Wiener spaces and quasi-sure analysis
130(15)
(k,p)-capacities
130(3)
Quasi-continuous modifications
133(2)
Tightness, continuity and invariance of capacities
135(4)
Positive generalized functionals and measures with finite energy
139(3)
Some quasi-sure sample properties of stochastic processes
142(3)
Anticipating stochastic calculus
145(16)
Approximation of Skorohod integrals by Riemannian sums
145(4)
Ito formula for anticipating processes
149(6)
Anticipating stochastic differential equations
155(6)
General Theory of White Noise Analysis
161(49)
General framework for white noise analysis
162(9)
Wick tensor products and the Wiener-Ito-Segal isomorphism
162(3)
Testing functional space and distribution space
165(4)
Classical framework for white noise analysis
169(2)
Characterization of functional spaces
171(17)
s-transform and characterization of space (E)c-β(0≤β<1)
171(6)
Local s-transform and characterization of space (E)c-1
177(2)
Two characterizations for testing functional spaces
179(4)
Some examples of distributions
183(5)
Products and Wick products of functionals
188(7)
Products of functionals
188(3)
Wick products of distributions
191(2)
Application to Feynman integrals
193(2)
Moment characterization of distributions and positive distributions
195(15)
The renormalization operator
195(2)
Moment characterization of distribution spaces
197(2)
Measure representation of positive distributions
199(7)
Application to P(ϕ)2-quantum fields
206(4)
Linear Operators on Distribution Spaces
210(42)
Analytic calculus for distributions
210(9)
Scaling transformations
210(2)
Shift operators and Sobolev differentiations
212(4)
Gradient and divergence operators
216(3)
Continuous linear operators on distribution spaces
219(10)
Symbols and chaos decompositions for operators
219(5)
s-transforms and Wick products of generalized operators
224(5)
Integral kernel operators and integral kernel representation for operators
229(11)
Contraction of tensor products
229(2)
Integral kernel operators
231(6)
Integral kernel representation for generalized operators
237(3)
Applications to quantum physics
240(12)
Quantum stochastic integrals
240(3)
Klein-Gordon field
243(2)
Infinite dimensional classical Dirichlet forms
245(7)
Appendix A Hermite polynomials and Hermite functions 252(5)
Appendix B Locally convex spaces and their dual spaces 257(9)
1. Semi-norms, norms and H-norms
257(1)
2. Locally convex topological linear spaces, bounded sets
258(1)
3. Projective topologies and projective limits
259(1)
4. Inductive topologies and inductive limits
260(1)
5. Dual spaces and weak topologies
261(1)
6. Compatibility and Mackey topology
262(1)
7. Strong topologies and reflexivity
263(1)
8. Dual maps
263(1)
9. Uniformly convex spaces and Banach-Saks' theorem
264(2)
Comments 266(5)
References 271(19)
Subject Index 290(4)
Index of Symbols 294

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