Data-Driven Optimization: Revenue Analytics for a Supply-Side Network via Traffic-Stream Mixing


This study develops a data-driven approach to solve constrained optimization problems in which the decision maker does not have an analytic form for the objective function, but knows what decision variables affect the function. The approach makes direct use of the available data, rather than first using the data to estimate the objective function and then… (More)


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