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General-Purpose Optimization Through Information Maximization

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Cover of 'General-Purpose Optimization Through Information Maximization'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Review of Optimization Methods
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    Chapter 3 Optimization in Finite Spaces
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    Chapter 4 Stochastic Generators
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    Chapter 5 Search and Optimization in Topological Spaces
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    Chapter 6 Algebras of Search Generators
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    Chapter 7 Constructing Search Generators for Population-Based Optimizers
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    Chapter 8 Continuity of Search Generators
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    Chapter 9 Generating the Optimization Process
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    Chapter 10 Performance Analysis
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    Chapter 11 Performance Experiments
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    Chapter 12 No Free Lunch Theorems
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    Chapter 13 The Information Maximization Principle
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    Chapter 14 The Evolutionary Annealing Method
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    Chapter 15 Evolutionary Annealing in Euclidean Space
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    Chapter 16 Neuroannealing
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    Chapter 17 The Optimization Game
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    Chapter 18 Conclusion
Attention for Chapter 7: Constructing Search Generators for Population-Based Optimizers
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