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a new lease of death

Brunt James W. Ecological Data. Design, Management and Processing a new lease of death

Brunt James W. Ecolo...

Ecologists are increasingly tackling difficult issues like global chan...

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Joe Vitale The Awakened Millionaire. A Manifesto for the Spiritual Wealth Movement a new lease of death

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Radical formula transforms your money and spiritual growth into global...

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New-Product Diffusion Models (International Series in Quantitative Marketing, Vol 11) a new lease of death

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Product sales, especially for new products, are influenced by many fac...

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Rohit Bhargava Likeonomics. The Unexpected Truth Behind Earning Trust, Influencing Behavior, and Inspiring Action a new lease of death

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How to become a trusted resource for consumers in a society of constan...

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Warren Powell B. Approximate Dynamic Programming. Solving the Curses of Dimensionality a new lease of death

Warren Powell B. App...

Praise for the First Edition «Finally, a book devoted to dynamic progr...

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Rahman Mohammad Shafiur Handbook of Food Process Design, 2 Volume Set a new lease of death

Rahman Mohammad Shaf...

In the 21st Century, processing food is no longer a simple or straight...

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Doctor Strange Volume 3: Blood In The Aether a new lease of death

Doctor Strange Volum...

In the aftermath of THE LAST DAYS OF MAGIC, journey back to the first...

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Цена: 1469 RUR

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The Girl Who Takes an Eye for an Eye a new lease of death

The Girl Who Takes a...

Confinement to the secure unit of a women's prison is intended as a pu...

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Цена: 719 RUR

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Dean Spaulding T. Program Evaluation in Practice. Core Concepts and Examples for Discussion and Analysis a new lease of death

Dean Spaulding T. Pr...

An updated guide to the core concepts of program evaluation This updat...

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Цена: 4259.48 RUR

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Batgirl: Volume 2: Knightfall Descends a new lease of death

Batgirl: Volume 2: K...

Batgirl Barbara Gordon faces foe after foe now that she's back in the...

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Цена: 939 RUR

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John Carroll J. Acid Gas Injection and Carbon Dioxide Sequestration a new lease of death

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Provides a complete treatment on two of the hottest topics in the ener...

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Classic Albums: Lou Reed - Transformer a new lease of death

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Lou Reed with the help of Andy Warhol at the 'Factory', made The Velve...

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Цена: 709 RUR

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Manoj Thulasidas Principles of Quantitative Development a new lease of death

Manoj Thulasidas Pri...

Principles of Quantitative Development is a practical guide to designi...

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Цена: 7470.48 RUR

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David L. Dotlich Transitions at the Top. What Organizations Must Do to Make Sure New Leaders Succeed a new lease of death

David L. Dotlich Tra...

Clear, actionable guidance toward managing a major leadership change T...

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The Stranger in the Woods: The Extraordinary Story of the Last True Hermit a new lease of death

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In 1986, twenty-year-old Christopher Knight left his home in Massachus...

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Yongnian Zheng Contemporary China. A History since 1978 a new lease of death

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Using new research and considering a multidisciplinary set of factors,...

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Для информации:

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.