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Frontmatter -- Preface -- Contents -- Definitions and Symbols -- 0. Summary of Matrix Algebra and Allied Topics -- 1. Linear Programming -- 2. Integer Programming -- 3. Theory of Graphs -- 4. Planning Networks -- 5. Game Theory -- 6. Dynamic Programming -- 7. Queueing Models -- 8. Nonlinear...
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models and algorithms are proposed based on the theory of Markov decision processes and Approximate Dynamic programming. Then … the book presents a new model for the effective computation of optimal policies based on a Markov decision process …
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-averse decision-maker. Modelling an expected utility maximizing decision maker, the problem is formulated as a risk-sensitive Markov … decision process. Special emphasis is put on the existence of structured optimal policies. Numerical examples illustrate the …Traditionally, revenue management models aim at a maximization of expected revenue, i.e. a risk-neutral decision …
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