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Recent Advances in the Theory and Application of Fitness Landscapes

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Cover of 'Recent Advances in the Theory and Application of Fitness Landscapes'

Table of Contents

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    Book Overview
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    Chapter 1 Fitness Landscapes: From Evolutionary Biology to Evolutionary Computation
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    Chapter 2 Fundamental Principles of Control Landscapes with Applications to Quantum Mechanics, Chemistry and Evolution
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    Chapter 3 Biomolecular Information Gained through In Vitro Evolution on a Fitness Landscape in Sequence Space
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    Chapter 4 Fitness Landscape Analysis for Metaheuristic Performance Prediction
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    Chapter 5 Fitness Landscapes and Problem Difficulty in Evolutionary Algorithms: From Theory to Applications
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    Chapter 6 Geometry and Coarse-Grained Representations of Landscapes
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    Chapter 7 Polytopes, Graphs and Fitness Landscapes
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    Chapter 8 Estimating the Degree of Neutrality and Ruggedness of Fitness Landscapes
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    Chapter 9 Local Optima Networks: A New Model of Combinatorial Fitness Landscapes
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    Chapter 10 Fitness Landscapes That Depend on Time
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    Chapter 11 Red Queen Coevolution on Fitness Landscapes
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    Chapter 12 Eco-Evolutionary Dynamics on Deformable Fitness Landscapes
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    Chapter 13 Correlation Analysis of Coupled Fitness Landscapes
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    Chapter 14 Dynamic Real-Valued Landscapes and the Optimization Performance
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    Chapter 15 Fractal Analysis of Fitness Landscapes
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    Chapter 16 Fitness Morphs and Nonlinear Projections of Agent-Case Embeddings to Characterize Fitness Landscapes
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    Chapter 17 Visual Analysis of Discrete Particle Swarm Optimization Using Fitness Landscapes
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    Chapter 18 Predicting Evolution and Visualizing High-Dimensional Fitness Landscapes
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    Chapter 19 Frontiers of Fitness Landscapes: A Summary of Open Questions
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    Chapter 20 Fitness Landscapes - 20 Years Later
Attention for Chapter 18: Predicting Evolution and Visualizing High-Dimensional Fitness Landscapes
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