Numerical methods for stochastic control problems in continuous time/ Harold J. Kushner and Paul G. Dupuis
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Item type | Current library | Call number | Status | Date due | Barcode | Item holds |
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Central Library, Sikkim University General Book Section | 518.28 KUS/N (Browse shelf(Opens below)) | Available | P25282 |
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518.2 KLE/P Probability Theory/ | 518.25 DAV/F The finite element method: an introduction with partial differential equations/ | 518.25028553 POZ/F Introduction to finite and spectral element methods using matlab/ | 518.28 KUS/N Numerical methods for stochastic control problems in continuous time/ | 518.28 MED/S Stochastic integration theory/ | 518.282 ROB/I Introducing monte carlo methods with R/ | 518.4 JAI/N Nemerical methods/ |
1. Review of Continuous Time Models --
2. Controlled Markov Chains --
3. Dynamic Programming Equations --
4. The Markov Chain Approximation Method: Introduction --
5. Construction of the Approximating Markov Chains --
6. Computational Methods for Controlled Markov Chains --
7. The Ergodic Cost Problem: Formulation and Algorithms --
8. Heavy Traffic and Singular Control --
9. Weak Convergence and the Characterization of Processes --
10. Convergence Proofs --
11. Convergence for Reflecting Boundaries, Singular Control, and Ergodic Cost Problems --
12. Finite Time Problems and Nonlinear Filtering --
13. Controlled Variance and Jumps --
14. Problems from the Calculus of Variations: Finite Time Horizon --
15. Problems from the Calculus of Variations: Infinite Time Horizon --
16. The Viscosity Solution Approach.
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