S. Vajda,Z. W. Birnbaum,E. Lukacs's Probabilistic Programming (Probability & Mathematical PDF

By S. Vajda,Z. W. Birnbaum,E. Lukacs

Probabilistic Programming discusses a high-level language referred to as probabilistic programming.

This booklet contains 3 chapters. bankruptcy I offers with “wait-and-see” difficulties that require ready till an remark is made at the random components, whereas bankruptcy II includes the research of determination difficulties, quite of so-called two-stage difficulties. The final bankruptcy makes a speciality of “chance constraints,” comparable to constraints that aren't anticipated to be consistently chuffed, yet purely in a percentage of instances or “with given probabilities.”

This textual content in particular deliberates the choice areas for optimality, chance distributions, Kall's Theorem, and two-stage programming below uncertainty. the whole challenge, energetic process, quantile principles, randomized judgements, and nonzero order ideas also are covered.

This e-book is appropriate for builders aiming to outline and instantly remedy likelihood models.

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Probabilistic Programming (Probability & Mathematical Statistics Monograph) by S. Vajda,Z. W. Birnbaum,E. Lukacs

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