This tutorial provides an introduction for using randomized rounding to design online policies through four self-contained examples representing fundamental problems in the area: online contention resolution, stochastic probing, stochastic knapsack, and stochastic matching.
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https://doi.org/10.1287/educ.2024.0281
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