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The Cross-Entropy Method

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Cover of 'The Cross-Entropy Method'

Table of Contents

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    Book Overview
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    Chapter 1 Preliminaries
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    Chapter 2 A Tutorial Introduction to the Cross-Entropy Method
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    Chapter 3 Efficient Simulation via Cross-Entropy
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    Chapter 4 Combinatorial Optimization via Cross-Entropy
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    Chapter 5 Continuous Optimization and Modifications
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    Chapter 6 Noisy Optimization with CE
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    Chapter 7 Applications of CE to COPs
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    Chapter 8 Applications of CE to Machine Learning
Attention for Chapter 2: A Tutorial Introduction to the Cross-Entropy Method
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