Approximate Dynamic Programming pdf epub mobi txt 電子書 下載 2024


Approximate Dynamic Programming

簡體網頁||繁體網頁
Warren B. Powell
Wiley-Blackwell
2011-11-18
656
GBP 116.00
Hardcover
9780470604458

圖書標籤: ADP  近似動態規劃  優化  動態規劃  近似算法  計算科學  強化學習  Optimization   


喜歡 Approximate Dynamic Programming 的讀者還喜歡




點擊這裡下載
    


想要找書就要到 小哈圖書下載中心
立刻按 ctrl+D收藏本頁
你會得到大驚喜!!

发表于2024-12-24

Approximate Dynamic Programming epub 下載 mobi 下載 pdf 下載 txt 電子書 下載 2024

Approximate Dynamic Programming epub 下載 mobi 下載 pdf 下載 txt 電子書 下載 2024

Approximate Dynamic Programming pdf epub mobi txt 電子書 下載 2024



圖書描述

Praise for the First Edition "Finally, a book devoted to dynamic programming and written using the language of operations research (OR)! This beautiful book fills a gap in the libraries of OR specialists and practitioners."

— Computing Reviews This new edition showcases a focus on modeling and computation for complex classes of approximate dynamic programming problems Understanding approximate dynamic programming (ADP) is vital in order to develop practical and high-quality solutions to complex industrial problems, particularly when those problems involve making decisions in the presence of uncertainty. Approximate Dynamic Programming , Second Edition uniquely integrates four distinct disciplines—Markov decision processes, mathematical programming, simulation, and statistics—to demonstrate how to successfully approach, model, and solve a wide range of real-life problems using ADP. The book continues to bridge the gap between computer science, simulation, and operations research and now adopts the notation and vocabulary of reinforcement learning as well as stochastic search and simulation optimization. The author outlines the essential algorithms that serve as a starting point in the design of practical solutions for real problems. The three curses of dimensionality that impact complex problems are introduced and detailed coverage of implementation challenges is provided. The Second Edition also features: A new chapter describing four fundamental classes of policies for working with diverse stochastic optimization problems: myopic policies, look-ahead policies, policy function approximations, and policies based on value function approximations A new chapter on policy search that brings together stochastic search and simulation optimization concepts and introduces a new class of optimal learning strategies Updated coverage of the exploration exploitation problem in ADP, now including a recently developed method for doing active learning in the presence of a physical state, using the concept of the knowledge gradient A new sequence of chapters describing statistical methods for approximating value functions, estimating the value of a fixed policy, and value function approximation while searching for optimal policies The presented coverage of ADP emphasizes models and algorithms, focusing on related applications and computation while also discussing the theoretical side of the topic that explores proofs of convergence and rate of convergence. A related website features an ongoing discussion of the evolving fields of approximation dynamic programming and reinforcement learning, along with additional readings, software, and datasets. Requiring only a basic understanding of statistics and probability, Approximate Dynamic Programming , Second Edition is an excellent book for industrial engineering and operations research courses at the upper-undergraduate and graduate levels. It also serves as a valuable reference for researchers and professionals who utilize dynamic programming, stochastic programming, and control theory to solve problems in their everyday work.

Approximate Dynamic Programming 下載 mobi epub pdf txt 電子書

著者簡介


圖書目錄


Approximate Dynamic Programming pdf epub mobi txt 電子書 下載
想要找書就要到 小哈圖書下載中心
立刻按 ctrl+D收藏本頁
你會得到大驚喜!!

用戶評價

評分

評分

評分

評分

評分

讀後感

評分

I forgot how I got to know this book, but I liked it a lot once I got a chance to read it. My favorite chapter is Chapter 5, which tells a general process of building a dynamic programming model. The most significant benefit of this books is that it bridges...

評分

I forgot how I got to know this book, but I liked it a lot once I got a chance to read it. My favorite chapter is Chapter 5, which tells a general process of building a dynamic programming model. The most significant benefit of this books is that it bridges...

評分

I forgot how I got to know this book, but I liked it a lot once I got a chance to read it. My favorite chapter is Chapter 5, which tells a general process of building a dynamic programming model. The most significant benefit of this books is that it bridges...

評分

I forgot how I got to know this book, but I liked it a lot once I got a chance to read it. My favorite chapter is Chapter 5, which tells a general process of building a dynamic programming model. The most significant benefit of this books is that it bridges...

評分

I forgot how I got to know this book, but I liked it a lot once I got a chance to read it. My favorite chapter is Chapter 5, which tells a general process of building a dynamic programming model. The most significant benefit of this books is that it bridges...

類似圖書 點擊查看全場最低價

Approximate Dynamic Programming pdf epub mobi txt 電子書 下載 2024


分享鏈接





相關圖書




本站所有內容均為互聯網搜索引擎提供的公開搜索信息,本站不存儲任何數據與內容,任何內容與數據均與本站無關,如有需要請聯繫相關搜索引擎包括但不限於百度google,bing,sogou

友情鏈接

© 2024 qciss.net All Rights Reserved. 小哈圖書下載中心 版权所有