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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 Evolving L-Systems as an Intelligent Design Approach to Find Classes of Difficult-to-Solve Traveling Salesman Problem Instances
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    Chapter 2 A Design Framework for Ultra-Large-Scale Autonomic Systems
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    Chapter 3 Stochastic Local Search to Automatically Design Boolean Networks with Maximally Distant Attractors
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    Chapter 4 A Study on the Mutation Rates of a Genetic Algorithm Interacting with a Sandpile
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    Chapter 5 On the Design of Boolean Network Robots
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    Chapter 6 Multiple Tree for Partially Observable Monte-Carlo Tree Search
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    Chapter 7 Evolving Interesting Maps for a First Person Shooter
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    Chapter 8 Revisiting Monte-Carlo Tree Search on a Normal Form Game: NoGo
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    Chapter 9 Nested Look-Ahead Evolutionary Algorithm Based Planning for a Believable Diplomacy Bot
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    Chapter 10 Towards Procedural Strategy Game Generation: Evolving Complementary Unit Types
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    Chapter 11 Improving and Scaling Evolutionary Approaches to the MasterMind Problem
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    Chapter 12 Training Neural Networks to Play Backgammon Variants Using Reinforcement Learning
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    Chapter 13 Evolving Behaviour Trees for the Mario AI Competition Using Grammatical Evolution
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    Chapter 14 Learning Chasing Behaviours of Non-Player Characters in Games Using SARSA
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    Chapter 15 Driving Faster Than a Human Player
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    Chapter 16 Upper Confidence Trees with Short Term Partial Information
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    Chapter 17 Segmentation of Ultrasound Breast Images: Optimization of Algorithm Parameters
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    Chapter 18 A Hybrid Particle Swarm Optimisation with Differential Evolution Approach to Image Segmentation
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    Chapter 19 Transparent, Online Image Pattern Classification Using a Learning Classifier System
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    Chapter 20 Tracking Multiple Targets with Adaptive Swarm Optimization
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    Chapter 21 Advanced Metaheuristic Approaches and Population Doping for a Novel Modeling-Based Method of Positron Emission Tomography Data Analysis
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    Chapter 22 Evolutionary Synthesis of a Trajectory Integrator for an Analogue Brain-Computer Interface Mouse
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    Chapter 23 Automatic Selection of Pareto-Optimal Topologies of Hidden Markov Models Using Multicriteria Evolutionary Algorithms
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    Chapter 24 When Novelty Is Not Enough
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    Chapter 25 A Part-Of-Speech Lexicographic Encoding for an Evolutionary Word Sense Disambiguation Approach
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    Chapter 26 Migrating Birds Optimization: A New Meta-heuristic Approach and Its Application to the Quadratic Assignment Problem
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    Chapter 27 Opposition-Based Learning in Compact Differential Evolution
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    Chapter 28 Data Mining Using Unguided Symbolic Regression on a Blast Furnace Dataset
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    Chapter 29 DISPAR-Tournament: A Parallel Population Reduction Operator That Behaves Like a Tournament
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    Chapter 30 Global Characterization of the CEC 2005 Fitness Landscapes Using Fitness-Distance Analysis
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    Chapter 31 A Framework for Multi-model EDAs with Model Recombination
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    Chapter 32 An Investigation of Selection Hyper-heuristics in Dynamic Environments
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    Chapter 33 Applications of Evolutionary Computation
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    Chapter 34 Solving Dynamic Constrained Optimization Problems with Asynchronous Change Pattern
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    Chapter 35 Flexible Variable Neighborhood Search in Dynamic Vehicle Routing
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    Chapter 36 CHC-Based Algorithms for the Dynamic Traveling Salesman Problem
Overall attention for this book and its chapters
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Citations

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Title
Applications of Evolutionary Computation
Published by
Springer Berlin Heidelberg, April 2011
DOI 10.1007/978-3-642-20525-5
ISBNs
978-3-64-220524-8, 978-3-64-220525-5
Editors

Chio, Cecilia, Cagnoni, Stefano, Cotta, Carlos, Ebner, Marc, Ekárt, Anikó, Esparcia-Alcázar, Anna I., Merelo, Juan J., Neri, Ferrante, Preuss, Mike, Richter, Hendrik, Togelius, Julian, Yannakakis, Georgios N.

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 10 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 10 100%

Demographic breakdown

Readers by professional status Count As %
Researcher 1 10%
Other 1 10%
Lecturer > Senior Lecturer 1 10%
Unknown 7 70%
Readers by discipline Count As %
Computer Science 2 20%
Chemistry 1 10%
Unknown 7 70%

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