Markov Decision Processes with Applications to Finance (Universitext),Used

Markov Decision Processes with Applications to Finance (Universitext),Used

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SKU: SONG3642183239
Brand: Springer
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The theory of Markov decision processes focuses on controlled Markov chains in discrete time. The authors establish the theory for general state and action spaces and at the same time show its application by means of numerous examples, mostly taken from the fields of finance and operations research. By using a structural approach many technicalities (concerning measure theory) are avoided. They cover problems with finite and infinite horizons, as well as partially observable Markov decision processes, piecewise deterministic Markov decision processes and stopping problems.The book presents Markov decision processes in action and includes various stateoftheart applications with a particular view towards finance. It is useful for upperlevel undergraduates, Master's students and researchers in both applied probability and finance, and provides exercises (without solutions).

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