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Optimal Learning

2013-07-09 Mathematics
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Release : 2013-07-09
Genre : Mathematics
Kind : eBook
Book Rating : 847/5 ( reviews)

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Book Synopsis Optimal Learning by : Warren B. Powell

Download or read book Optimal Learning written by Warren B. Powell. This book was released on 2013-07-09. Available in PDF, EPUB and Kindle. Book excerpt: Learn the science of collecting information to make effective decisions Everyday decisions are made without the benefit of accurate information. Optimal Learning develops the needed principles for gathering information to make decisions, especially when collecting information is time-consuming and expensive. Designed for readers with an elementary background in probability and statistics, the book presents effective and practical policies illustrated in a wide range of applications, from energy, homeland security, and transportation to engineering, health, and business. This book covers the fundamental dimensions of a learning problem and presents a simple method for testing and comparing policies for learning. Special attention is given to the knowledge gradient policy and its use with a wide range of belief models, including lookup table and parametric and for online and offline problems. Three sections develop ideas with increasing levels of sophistication: Fundamentals explores fundamental topics, including adaptive learning, ranking and selection, the knowledge gradient, and bandit problems Extensions and Applications features coverage of linear belief models, subset selection models, scalar function optimization, optimal bidding, and stopping problems Advanced Topics explores complex methods including simulation optimization, active learning in mathematical programming, and optimal continuous measurements Each chapter identifies a specific learning problem, presents the related, practical algorithms for implementation, and concludes with numerous exercises. A related website features additional applications and downloadable software, including MATLAB and the Optimal Learning Calculator, a spreadsheet-based package that provides an introduction to learning and a variety of policies for learning.

Optimal Living 360

2014-02-03 Philosophy
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Release : 2014-02-03
Genre : Philosophy
Kind : eBook
Book Rating : 830/5 ( reviews)

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Book Synopsis Optimal Living 360 by : Sanjay Jain

Download or read book Optimal Living 360 written by Sanjay Jain. This book was released on 2014-02-03. Available in PDF, EPUB and Kindle. Book excerpt: A program for making the most out of the present and future. The biggest challenge is figuring out how to make decisions that improve your overall quality of life. Dr. Sanjay Jain introduces Integrative Decision Making, an approach that focuses on the big picture and teaches you how to make decisions to receive the highest return on investment in life.

Optimal Tax Administration

2017-01-20 Business & Economics
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Release : 2017-01-20
Genre : Business & Economics
Kind : eBook
Book Rating : 260/5 ( reviews)

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Book Synopsis Optimal Tax Administration by : Mr.Michael Keen

Download or read book Optimal Tax Administration written by Mr.Michael Keen. This book was released on 2017-01-20. Available in PDF, EPUB and Kindle. Book excerpt: This paper sets out a framework for analyzing optimal interventions by a tax administration, one that parallels and can be closely integrated with established frameworks for thinking about optimal tax policy. Its key contribution is the development of a summary measure of the impact of administrative interventions—the “enforcement elasticity of tax revenue”—that is a sufficient statistic for the behavioral response to such interventions, much as the elasticity of taxable income serves as a sufficient statistic for the response to tax rates. Amongst the applications are characterizations of the optimal balance between policy and administrative measures, and of the optimal compliance gap.

Optimal Outcomes

2020-02-25 Business & Economics
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Release : 2020-02-25
Genre : Business & Economics
Kind : eBook
Book Rating : 661/5 ( reviews)

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Book Synopsis Optimal Outcomes by : Jennifer Goldman-Wetzler

Download or read book Optimal Outcomes written by Jennifer Goldman-Wetzler. This book was released on 2020-02-25. Available in PDF, EPUB and Kindle. Book excerpt: An award-winning conflict consultant offers a new path to take when agreement and collaboration seem impossible, and teaches us that when conflict resolution fails, we can achieve freedom instead—even without others’ cooperation. A founding CEO and his top salesperson are engaged in a heated clash over her compensation package. A mother and daughter are locked in a nasty cycle of blame and attack. A high-profile executive team is struggling with aggressive political infighting. In all these cases, every effort to talk it out has been unsuccessful. Where can you turn when your attempts to resolve conflict fail? Most approaches emphasize collaboration. You are supposed to sit down, calmly talk through your differences, and find a solution. But what if nothing seems to work, no matter what you do? When situations resist resolution, the Optimal Outcomes Method teaches us conflict freedom. This innovative method, based on Dr. Jennifer Goldman-Wetzler’s training at the Program on Negotiation at Harvard Law School, two decades as a consultant to Fortune 500 and high-growth CEOs and senior teams, grassroots work with Middle East leaders, US government-funded research on terrorism, and her popular course at Columbia University,Optimal Outcomesreveals eight groundbreaking practices proven to help people everywhere free themselves from conflict. With inspiring stories from clients, students, and Dr. Goldman-Wetzler’s own life lighting the way, you’ll learn to observe complex situations with clarity, access your shadow values (things you really care about but have been unwilling to admit), and take bold, simple, surprising action. Optimal Outcomes blends mindfulness, Jungianpsychology, and practical, step-by-step advice to free anyone from seemingly impossible conflict. Applying the practices, you’ll reach your Optimal Outcome—which may be vastly different from what you originally imagined, but more satisfying than you ever dreamed possible.

Optimal

2020-08-25 Fiction
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Release : 2020-08-25
Genre : Fiction
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Optimal by : J.M. Berger

Download or read book Optimal written by J.M. Berger . This book was released on 2020-08-25. Available in PDF, EPUB and Kindle. Book excerpt: "A sharp, gripping story of a bleak future." — Kirkus Reviews The Algorithm Wars have ended, and the world has been optimized. Thanks to the System, everything that happens is recorded, liked, commented, shared and analyzed at scale in order to produce nonstop and ever-improving recommendations about what kind of job you should have, what kind of food you might enjoy, what kind of music you might like, what kind of exercise you need, and what kind of person you might want to sleep with. It is a world of total information and total freedom… although things tend to go more smoothly when you follow the System’s recommendations. In this hyper-networked society, Stanton Lime did the one thing that should have been impossible: He disappeared. Now the System has inexplicably selected Jack, a perfectly ordinary citizen, to find out why. From author J.M. Berger, an expert on the toxic real-world effects of a globally networked society, comes a unique dystopian vision of a total information society built by Silicon Valley, where today’s trends have become tomorrow’s reality.

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