Applications of Evolutionary Computation

Table of Contents

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   Book Overview
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   Chapter 1 A Comparison of Different Many-Objective Optimization Algorithms for Energy System Optimization
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   Chapter 2 Design of Powered Floor Systems for Mobile Robots with Differential Evolution
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   Chapter 3 Solving the Multi-objective Flexible Job-Shop Scheduling Problem with Alternative Recipes for a Chemical Production Process
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   Chapter 4 Quantifying the Effects of Increasing User Choice in MAP-Elites Applied to a Workforce Scheduling and Routing Problem
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   Chapter 5 A Hybrid Multiobjective Differential Evolution Approach to Stator Winding Optimization
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   Chapter 6 GA-Novo: De Novo Peptide Sequencing via Tandem Mass Spectrometry Using Genetic Algorithm
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   Chapter 7 Ant Colony Optimization for Optimized Operation Scheduling of Combined Heat and Power Plants
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   Chapter 8 A Flexible Dissimilarity Measure for Active and Passive 3D Structures and Its Application in the Fitness–Distance Analysis
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    Chapter 9 Free Form Evolution for Angry Birds Level Generation
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    Chapter 10 Efficient Online Hyperparameter Adaptation for Deep Reinforcement Learning
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    Chapter 11 GAMER: A Genetic Algorithm with Motion Encoding Reuse for Action-Adventure Video Games
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    Chapter 12 Effects of Input Addition in Learning for Adaptive Games: Towards Learning with Structural Changes
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    Chapter 13 Supporting Medical Decisions for Treating Rare Diseases Through Genetic Programming
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    Chapter 14 Evolutionary Successful Strategies in a Transparent iterated Prisoner’s Dilemma
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    Chapter 15 Evolutionary Algorithms for the Design of Quantum Protocols
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    Chapter 16 Evolutionary Computation Techniques for Constructing SAT-Based Attacks in Algebraic Cryptanalysis
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    Chapter 17 On the Use of Evolutionary Computation for In-Silico Medicine: Modelling Sepsis via Evolving Continuous Petri Nets
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    Chapter 18 A Cultural Algorithm for Determining Similarity Values Between Users in Recommender Systems
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    Chapter 19 Optimizing the C Index Using a Canonical Genetic Algorithm
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    Chapter 20 Memetic Evolution of Classification Ensembles
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    Chapter 21 Genetic Programming for Feature Selection and Feature Combination in Salient Object Detection
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    Chapter 22 Variable-Length Representation for EC-Based Feature Selection in High-Dimensional Data
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    Chapter 23 A Knowledge Based Differential Evolution Algorithm for Protein Structure Prediction
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    Chapter 24 A Biased Random Key Genetic Algorithm with Local Search Chains for Molecular Docking
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    Chapter 25 Self-sustainability Challenges of Plants Colonization Strategies in Virtual 3D Environments
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    Chapter 26 Early Detection of Botnet Activities Using Grammatical Evolution
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    Chapter 27 Exploring Concurrent and Stateless Evolutionary Algorithms
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    Chapter 28 Evolving Trust Formula to Evaluate Data Trustworthiness in VANETs Using Genetic Programming
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    Chapter 29 A Matheuristic for Green and Robust 5G Virtual Network Function Placement
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    Chapter 30 Prolong the Network Lifetime of Wireless Underground Sensor Networks by Optimal Relay Node Placement
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    Chapter 31 The Evolution of Self-taught Neural Networks in a Multi-agent Environment
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    Chapter 32 Coevolution of Generative Adversarial Networks
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    Chapter 33 Evolving Recurrent Neural Networks for Time Series Data Prediction of Coal Plant Parameters
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    Chapter 34 Improving NeuroEvolution Efficiency by Surrogate Model-Based Optimization with Phenotypic Distance Kernels
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    Chapter 35 Compact Optimization Algorithms with Re-Sampled Inheritance
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    Chapter 36 Particle Swarm Optimization: Understanding Order-2 Stability Guarantees
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    Chapter 37 Fundamental Flowers: Evolutionary Discovery of Coresets for Classification
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    Chapter 38 Influence of Local Selection and Robot Swarm Density on the Distributed Evolution of GRNs
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    Chapter 39 Body Symmetry in Morphologically Evolving Modular Robots
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    Chapter 40 Trophallaxis, Low-Power Vision Sensors and Multi-objective Heuristics for 3D Scene Reconstruction Using Swarm Robotics
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    Chapter 41 Evolving Robots on Easy Mode: Towards a Variable Complexity Controller for Quadrupeds
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    Chapter 42 Introducing Weighted Intermediate Recombination in On-Line Collective Robotics, the ( $$\mu /\mu _{\mathrm {W}},1$$ )- On-line EEA