Pitt | Swanson Engineering
Courses
Industrial Engineering Course Description

IE 3094 - MARKOV DECISION PROCESSES


INTRODUCES THE FUNDAMENTALS OF DISCRETE SEQUENTIAL MODELS WHEN OUTCOMES ARE UNCERTAIN.  COVERS FORMULATION AND ANALYSIS OF STOCHASTIC DYNAMIC PROGRAMS UNDER SEVERAL OBJECTIVE CRITERIA; DEVELOPING AND ENHANCING SOLUTION ALGORITHMS; APPLICATIONS IN THE AREAS OF INVENTORY CONTROL, VEHICLE ROUTING, AND RESOURCE ALLOCATION; DEVELOPMENT OF APPROXIMATE SOLUTION TECHNIQUES.

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