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Tropical Circuit Complexity: Limits of Pure Dynamic Programming

Posted By: AvaxGenius
Tropical Circuit Complexity: Limits of Pure Dynamic Programming

Tropical Circuit Complexity: Limits of Pure Dynamic Programming by Stasys Jukna
English | PDF EPUB (True) | 2023 | 138 Pages | ISBN : 3031423534 | 20.6 MB

This book presents an enticing introduction to tropical circuits and their use as a rigorous mathematical model for dynamic programming (DP), which is one of the most fundamental algorithmic paradigms for solving combinatorial, discrete optimization problems.

Dynamic Optimization: Deterministic and Stochastic Models (Repost)

Posted By: AvaxGenius
Dynamic Optimization: Deterministic and Stochastic Models (Repost)

Dynamic Optimization: Deterministic and Stochastic Models by Karl Hinderer
English | PDF | 2016 | 530 Pages | ISBN : 3319488139 | 6.5 MB

This book explores discrete-time dynamic optimization and provides a detailed introduction to both deterministic and stochastic models. Covering problems with finite and infinite horizon, as well as Markov renewal programs, Bayesian control models and partially observable processes, the book focuses on the precise modelling of applications in a variety of areas, including operations research, computer science, mathematics, statistics, engineering, economics and finance.