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Applications of Evolutionary Computation

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Cover of 'Applications of Evolutionary Computation'

Table of Contents

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    Book Overview
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    Chapter 1 Multi-objective Cooperative Coevolutionary Algorithm with Dynamic Species-Size Strategy
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    Chapter 2 Task Classification Using Topological Graph Features for Functional M/EEG Brain Connectomics
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    Chapter 3 Feature Selection for Detecting Gene-Gene Interactions in Genome-Wide Association Studies
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    Chapter 4 Fitness Functions Evaluation for Segmentation of Lymphoma Histological Images Using Genetic Algorithm
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    Chapter 5 Mutual Information Iterated Local Search: A Wrapper-Filter Hybrid for Feature Selection in Brain Computer Interfaces
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    Chapter 6 Automatic Segmentation of Neurons in 3D Samples of Human Brain Cortex
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    Chapter 7 Analysis of Relevance and Redundance on Topoisomerase 2b (TOP2B) Binding Sites: A Feature Selection Approach
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    Chapter 8 Multimodal Transportation Network Design Using Physarum Polycephalum-Inspired Multi-agent Computation Methods
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    Chapter 9 Improving Multi-objective Evolutionary Influence Maximization in Social Networks
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    Chapter 10 Social Relevance Index for Studying Communities in a Facebook Group of Patients
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    Chapter 11 A Fast Metaheuristic for the Design of DVB-T2 Networks
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    Chapter 12 A Genetic Algorithm for Community Detection in Attributed Graphs
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    Chapter 13 Maximizing the Effect of Local Disturbance in the Dynamics of Opinion Formation
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    Chapter 14 Accelerating the Computation of Solutions in Resource Allocation Problems Using an Evolutionary Approach and Multiagent Reinforcement Learning
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    Chapter 15 Achieving Optimized Decisions on Battery Operating Strategies in Smart Buildings
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    Chapter 16 Phase-Space Sampling of Energy Ensembles with CMA-ES
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    Chapter 17 Many-Objective Optimization of Mission and Hybrid Electric Power System of an Unmanned Aircraft
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    Chapter 18 Evolving Controllers for Electric Vehicle Charging
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    Chapter 19 Network Coordinated Evolution: Modeling and Control of Distributed Systems Through On-line Genetic PID-Control Optimization Search
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    Chapter 20 Piecemeal Evolution of a First Person Shooter Level
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    Chapter 21 Online-Trained Fitness Approximators for Real-World Game Balancing
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    Chapter 22 Recomposing the Pokémon Color Palette
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    Chapter 23 Mapping Chess Aesthetics onto Procedurally Generated Chess-Like Games
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    Chapter 24 Evolving a TORCS Modular Fuzzy Driver Using Genetic Algorithms
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    Chapter 25 Self-adaptive MCTS for General Video Game Playing
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    Chapter 26 Deceptive Games
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    Chapter 27 Evolution of Convolutional Highway Networks
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    Chapter 28 Adapting Bagging and Boosting to Learning Classifier Systems
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    Chapter 29 An Automatic Feature Extraction Approach to Image Classification Using Genetic Programming
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    Chapter 30 Improving Evolutionary Algorithm Performance for Feature Selection in High-Dimensional Data
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    Chapter 31 CGP4Matlab - A Cartesian Genetic Programming MATLAB Toolbox for Audio and Image Processing
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    Chapter 32 Can the Relevance Index be Used to Evolve Relevant Feature Sets?
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    Chapter 33 Towards Evolutionary Super-Resolution
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    Chapter 34 Evolvable Deep Features
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    Chapter 35 Estimation of the 3D Pose of an Object Using Correlation Filters and CMA-ES
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    Chapter 36 Evaluating the Performance of an Evolutionary Tool for Exploring Solution Fronts
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    Chapter 37 A Classifier to Identify Soft Skills in a Researcher Textual Description
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    Chapter 38 Toward the Online Visualisation of Algorithm Performance for Parameter Selection
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    Chapter 39 Integrating Evolution Strategies into Genetic Algorithms with Fuzzy Inference Evaluation to Solve a Steelmaking and Continuous Casting Scheduling Problem
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    Chapter 40 Automatic Generation of Constructive Heuristics for Multiple Types of Combinatorial Optimisation Problems with Grammatical Evolution and Geometric Graphs
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    Chapter 41 Rotation Invariance and Rotated Problems: An Experimental Study on Differential Evolution
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    Chapter 42 Multi-strategy Differential Evolution
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    Chapter 43 A Generic Framework for Incorporating Constraint Handling Techniques into Multi-Objective Evolutionary Algorithms
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    Chapter 44 A CPU-GPU Parallel Ant Colony Optimization Solver for the Vehicle Routing Problem
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    Chapter 45 Evolving Artificial Neural Networks for Multi-objective Tasks
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    Chapter 46 Revolve: A Versatile Simulator for Online Robot Evolution
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    Chapter 47 Search Space Analysis of Evolvable Robot Morphologies
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    Chapter 48 Combining MAP-Elites and Incremental Evolution to Generate Gaits for a Mammalian Quadruped Robot
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    Chapter 49 Evolving a Repertoire of Controllers for a Multi-function Swarm
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    Chapter 50 HyperNTM: Evolving Scalable Neural Turing Machines Through HyperNEAT
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    Chapter 51 Investigating the Evolvability of Web Page Load Time
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    Chapter 52 Late Acceptance Hill Climbing for Constrained Covering Arrays
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    Chapter 53 Search-Based Temporal Testing in an Embedded Multicore Platform
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    Chapter 54 Robust Evolutionary Optimization Based on Coevolution
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    Chapter 55 On the Use of Repair Methods in Differential Evolution for Dynamic Constrained Optimization
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    Chapter 56 Prediction with Recurrent Neural Networks in Evolutionary Dynamic Optimization
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    Chapter 57 A Multi-objective Time-Linkage Approach for Dynamic Optimization Problems with Previous-Solution Displacement Restriction
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    Chapter 58 A Type Detection Based Dynamic Multi-objective Evolutionary Algorithm
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    Chapter 59 CardNutri: A Software of Weekly Menus Nutritional Elaboration for Scholar Feeding Applying Evolutionary Computation
Attention for Chapter 10: Social Relevance Index for Studying Communities in a Facebook Group of Patients
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Chapter title
Social Relevance Index for Studying Communities in a Facebook Group of Patients
Chapter number 10
Book title
Applications of Evolutionary Computation
Published by
Springer, Cham, April 2018
DOI 10.1007/978-3-319-77538-8_10
Book ISBNs
978-3-31-977537-1, 978-3-31-977538-8
Authors

Laura Sani, Gianfranco Lombardo, Riccardo Pecori, Paolo Fornacciari, Monica Mordonini, Stefano Cagnoni

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X Demographics

The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 8 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 8 100%

Demographic breakdown

Readers by professional status Count As %
Lecturer > Senior Lecturer 1 13%
Librarian 1 13%
Other 1 13%
Student > Doctoral Student 1 13%
Student > Bachelor 1 13%
Other 2 25%
Unknown 1 13%
Readers by discipline Count As %
Computer Science 4 50%
Chemistry 1 13%
Engineering 1 13%
Unknown 2 25%