Probabilistic

A solid reference exploring one of the most important areas in the electric power industry
Transmission planning is one of the most essential activities in the electric power industry, with billions of dollars invested in transmission systems by electric utility companies and governments every year.

This book takes a foundational approach to the semantics of probabilistic programming. It elaborates a rigorous Markov chain semantics for the probabilistic typed lambda calculus, which is the typed lambda calculus with recursion plus probabilistic choice.

This fully updated new edition of a uniquely accessible textbook/reference provides a general introduction to probabilistic graphical models (PGMs) from an engineering perspective. It features new material on partially observable Markov decision processes, graphical models, and deep learning, as well as an even greater number of exercises.