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Über dieses Buch

The two volumes LNCS 10199 and 10200 constitute the refereed conference proceedings of the 20th European Conference on the Applications of Evolutionary Computation, EvoApplications 2017, held in Amsterdam, The Netherlands, in April 2017, collocated with the Evo* 2016 events EuroGP, EvoCOP, and EvoMUSART. The 46 revised full papers presented together with 26 poster papers were carefully reviewed and selected from 108 submissions. EvoApplications 2016 consisted of the following 13 tracks: EvoBAFIN (natural computing methods in business analytics and finance), EvoBIO (evolutionary computation, machine learning and data mining in computational biology), EvoCOMNET (nature-inspired techniques for telecommunication networks and other parallel and distributed systems), EvoCOMPLEX (evolutionary algorithms and complex systems), EvoENERGY (evolutionary computation in energy applications), EvoGAMES (bio-inspired algorithms in games), EvoIASP (evolutionary computation in image analysis, signal processing, and pattern recognition), EvoINDUSTRY (nature-inspired techniques in industrial settings), EvoKNOW (knowledge incorporation in evolutionary computation), EvoNUM (bio-inspired algorithms for continuous parameter optimization), EvoPAR (parallel implementation of evolutionary algorithms), EvoROBOT (evolutionary robotics), EvoSET (nature-inspired algorithms in software engineering and testing), and EvoSTOC (evolutionary algorithms in stochastic and dynamic environments).

Inhaltsverzeichnis

Frontmatter

EvoBAFIN

Frontmatter

2017 | OriginalPaper | Buchkapitel

Minimization of Systemic Risk for Directed Network Using Genetic Algorithm

Wenshuo Guo, Kwok Yip Szeto

2017 | OriginalPaper | Buchkapitel

Pricing Rainfall Based Futures Using Genetic Programming

Sam Cramer, Michael Kampouridis, Alex A. Freitas, Antonis K. Alexandridis

2017 | OriginalPaper | Buchkapitel

Dynamic Portfolio Optimization in Ultra-High Frequency Environment

Patryk Filipiak, Piotr Lipinski

EvoBIO

Frontmatter

2017 | OriginalPaper | Buchkapitel

Integration of Reaction Kinetics Theory and Gene Expression Programming to Infer Reaction Mechanism

Jason R. White, Ranjan Srivastava

2017 | OriginalPaper | Buchkapitel

De Novo DNA Assembly with a Genetic Algorithm Finds Accurate Genomes Even with Suboptimal Fitness

Doina Bucur

2017 | OriginalPaper | Buchkapitel

EVE: Cloud-Based Annotation of Human Genetic Variants

Brian S. Cole, Jason H. Moore

2017 | OriginalPaper | Buchkapitel

Improving the Reproducibility of Genetic Association Results Using Genotype Resampling Methods

Elizabeth R. Piette, Jason H. Moore

2017 | OriginalPaper | Buchkapitel

Objective Assessment of Cognitive Impairment in Parkinson’s Disease Using Evolutionary Algorithm

Chiara Picardi, Jeremy Cosgrove, Stephen L. Smith, Stuart Jamieson, Jane E. Alty

2017 | OriginalPaper | Buchkapitel

Characterising the Influence of Rule-Based Knowledge Representations in Biological Knowledge Extraction from Transcriptomics Data

Simon Baron, Nicola Lazzarini, Jaume Bacardit

2017 | OriginalPaper | Buchkapitel

Enhancing Grammatical Evolution Through Data Augmentation: Application to Blood Glucose Forecasting

Jose Manuel Velasco, Oscar Garnica, Sergio Contador, Jose Manuel Colmenar, Esther Maqueda, Marta Botella, Juan Lanchares, J. Ignacio Hidalgo

2017 | OriginalPaper | Buchkapitel

Genetic Programming Representations for Multi-dimensional Feature Learning in Biomedical Classification

William Cava, Sara Silva, Leonardo Vanneschi, Lee Spector, Jason Moore

EvoCOMNET

Frontmatter

2017 | OriginalPaper | Buchkapitel

Meta-Heuristically Seeded Genetic Algorithm for Independent Job Scheduling in Grid Computing

Muhanad Tahrir Younis, Shengxiang Yang, Benjamin Passow

2017 | OriginalPaper | Buchkapitel

Analysis of Average Communicability in Complex Networks

Qi Bu, Kwok Yip Szeto

2017 | OriginalPaper | Buchkapitel

Configuring Dynamic Heterogeneous Wireless Communications Networks Using a Customised Genetic Algorithm

David Lynch, Michael Fenton, Stepan Kucera, Holger Claussen, Michael O’Neill

2017 | OriginalPaper | Buchkapitel

Multi-objective Evolutionary Algorithms for Influence Maximization in Social Networks

Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Tonda

2017 | OriginalPaper | Buchkapitel

A Fast ILP-Based Heuristic for the Robust Design of Body Wireless Sensor Networks

Fabio D’Andreagiovanni, Antonella Nardin, Enrico Natalizio

EvoCOMPLEX

Frontmatter

2017 | OriginalPaper | Buchkapitel

Lamarckian and Lifelong Memetic Search in Agent-Based Computing

Wojciech Korczynski, Marek Kisiel-Dorohinicki, Aleksander Byrski

2017 | OriginalPaper | Buchkapitel

Two-Phase Strategy Managing Insensitivity in Global Optimization

Jakub Sawicki, Maciej Smołka, Marcin Łoś, Robert Schaefer, Piotr Faliszewski

2017 | OriginalPaper | Buchkapitel

Avenues for the Use of Cellular Automata in Image Segmentation

Laura Dioşan, Anca Andreica, Imre Boros, Irina Voiculescu

2017 | OriginalPaper | Buchkapitel

Local Misfit Approximation in Memetic Solving of Ill-Posed Inverse Problems

Marcin Łoś, Robert Schaefer, Jakub Sawicki, Maciej Smołka

2017 | OriginalPaper | Buchkapitel

The Two Regimes of Neutral Evolution: Localization on Hubs and Delocalized Diffusion

David Shorten, Geoff Nitschke

EvoENERGY

Frontmatter

2017 | OriginalPaper | Buchkapitel

Adaptive Batteries Exploiting On-Line Steady-State Evolution Strategy

Edoardo Fadda, Guido Perboli, Giovanni Squillero

2017 | OriginalPaper | Buchkapitel

Hybrid Multi-ensemble Scheduling

Jörg Bremer, Sebastian Lehnhoff

EvoGAMES

Frontmatter

2017 | OriginalPaper | Buchkapitel

Driving in TORCS Using Modular Fuzzy Controllers

Mohammed Salem, Antonio Miguel Mora, Juan Julian Merelo, Pablo García-Sánchez

2017 | OriginalPaper | Buchkapitel

Automated Game Balancing in Ms PacMan and StarCraft Using Evolutionary Algorithms

Mihail Morosan, Riccardo Poli

2017 | OriginalPaper | Buchkapitel

Evolving Game-Specific UCB Alternatives for General Video Game Playing

Ivan Bravi, Ahmed Khalifa, Christoffer Holmgård, Julian Togelius

2017 | OriginalPaper | Buchkapitel

Relief Camp Manager: A Serious Game Using the World Health Organization’s Relief Camp Guidelines

Hamna Aslam, Anton Sidorov, Nikita Bogomazov, Fedor Berezyuk, Joseph Alexander Brown

2017 | OriginalPaper | Buchkapitel

Analysis of Vanilla Rolling Horizon Evolution Parameters in General Video Game Playing

Raluca D. Gaina, Jialin Liu, Simon M. Lucas, Diego Pérez-Liébana

2017 | OriginalPaper | Buchkapitel

Darwin’s Demons: Does Evolution Improve the Game?

Terence Soule, Samantha Heck, Thomas E. Haynes, Nicholas Wood, Barrie D. Robison

EvoIASP

Frontmatter

2017 | OriginalPaper | Buchkapitel

Evolutionary Art Using the Fly Algorithm

Zainab Ali Abbood, Othman Amlal, Franck P. Vidal

2017 | OriginalPaper | Buchkapitel

Bagging and Feature Selection for Classification with Incomplete Data

Cao Truong Tran, Mengjie Zhang, Peter Andreae, Bing Xue

2017 | OriginalPaper | Buchkapitel

Surrogate-Model Based Particle Swarm Optimisation with Local Search for Feature Selection in Classification

Hoai Bach Nguyen, Bing Xue, Peter Andreae

2017 | OriginalPaper | Buchkapitel

Feature Selection in High Dimensional Data by a Filter-Based Genetic Algorithm

Claudio Stefano, Francesco Fontanella, Alessandra Scotto di Freca

2017 | OriginalPaper | Buchkapitel

Brain Programming and the Random Search in Object Categorization

Gustavo Olague, Eddie Clemente, Daniel E. Hernández, Aaron Barrera

2017 | OriginalPaper | Buchkapitel

Using Particle Swarm Optimisation and the Silhouette Metric to Estimate the Number of Clusters, Select Features, and Perform Clustering

Andrew Lensen, Bing Xue, Mengjie Zhang

EvoINDUSTRY

Frontmatter

2017 | OriginalPaper | Buchkapitel

Container Vessel Stowage Planning System Using Genetic Algorithm

Miri Weiss Cohen, Vitor Nazário Coelho, Adi Dahan, Izzik Kaspi

2017 | OriginalPaper | Buchkapitel

The Artificial Immune Ecosystem: A Bio-Inspired Meta-Algorithm for Boosting Time Series Anomaly Detection with Expert Input

Fabio Guigou, Pierre Collet, Pierre Parrend

2017 | OriginalPaper | Buchkapitel

Empirical Analysis of Optimization Methods for the Real-World Dial-a-Ride Problem

Dilek Arıkan, Çetin Öztoprak, Sanem Sarıel

EvoKNOW

Frontmatter

2017 | OriginalPaper | Buchkapitel

Presenting the ECO: Evolutionary Computation Ontology

Anil Yaman, Ahmed Hallawa, Matt Coler, Giovanni Iacca

2017 | OriginalPaper | Buchkapitel

A New Evolutionary Algorithm for Synchronization

Jakub Kowalski, Adam Roman

2017 | OriginalPaper | Buchkapitel

Large Scale Problems in Practice: The Effect of Dimensionality on the Interaction Among Variables

Fabio Caraffini, Ferrante Neri, Giovanni Iacca

2017 | OriginalPaper | Buchkapitel

A Framework for Knowledge Integrated Evolutionary Algorithms

Ahmed Hallawa, Anil Yaman, Giovanni Iacca, Gerd Ascheid

2017 | OriginalPaper | Buchkapitel

DICE: A New Family of Bivariate Estimation of Distribution Algorithms Based on Dichotomised Multivariate Gaussian Distributions

Fergal Lane, R. Muhammad Atif Azad, Conor Ryan

EvoNUM

Frontmatter

2017 | OriginalPaper | Buchkapitel

Ranking Programming Languages for Evolutionary Algorithm Operations

Juan-Julián Merelo-Guervós, Israel Blancas-Álvarez, Pedro A. Castillo, Gustavo Romero, Pablo García-Sánchez, Victor M. Rivas, Mario García-Valdez, Amaury Hernández-Águila, Mario Román

2017 | OriginalPaper | Buchkapitel

Distance-Based Tournament Selection

Christian Oesch

2017 | OriginalPaper | Buchkapitel

Preferences-Based Choice Prediction in Evolutionary Multi-objective Optimization

Manish Aggarwal, Justin Heinermann, Stefan Oehmcke, Oliver Kramer

2017 | OriginalPaper | Buchkapitel

Numerical Optimization of ESA’s Messenger Space Mission Benchmark

Martin Schlueter, Mohamed Wahib, Masaharu Munetomo

EvoPAR

Frontmatter

2017 | OriginalPaper | Buchkapitel

A VNS with Parallel Evaluation of Solutions for the Inverse Lighting Problem

Ignacio Decia, Rodrigo Leira, Martín Pedemonte, Eduardo Fernández, Pablo Ezzatti

2017 | OriginalPaper | Buchkapitel

Evolving Cut-Off Mechanisms and Other Work-Stealing Parameters for Parallel Programs

Alcides Fonseca, Nuno Lourenço, Bruno Cabral

2017 | OriginalPaper | Buchkapitel

Issues on GPU Parallel Implementation of Evolutionary High-Dimensional Multi-objective Feature Selection

Juan José Escobar, Julio Ortega, Jesús González, Miguel Damas, Beatriz Prieto

2017 | OriginalPaper | Buchkapitel

Embedded Grammars for Grammatical Evolution on GPGPU

J. Ignacio Hidalgo, Carlos Cervigón, J. Manuel Velasco, J. Manuel Colmenar, Carlos García-Sánchez, Guillermo Botella

2017 | OriginalPaper | Buchkapitel

A Performance Assessment of Evolutionary Algorithms in Volunteer Computing Environments: The Importance of Entropy

Juan J. Merelo, Paloma Cuevas, Pablo García-Sánchez, Mario García-Valdez

EvoROBOT

Frontmatter

2017 | OriginalPaper | Buchkapitel

Overcoming Initial Convergence in Multi-objective Evolution of Robot Control and Morphology Using a Two-Phase Approach

Tønnes F. Nygaard, Eivind Samuelsen, Kyrre Glette

2017 | OriginalPaper | Buchkapitel

Evolutionary Adaptation to Social Information Use Without Learning

James M. Borg, Alastair Channon

2017 | OriginalPaper | Buchkapitel

Interactive Evolution of Complex Behaviours Through Skill Encapsulation

Pablo González de Prado Salas, Sebastian Risi

2017 | OriginalPaper | Buchkapitel

Evolution and Morphogenesis of Simulated Modular Robots: A Comparison Between a Direct and Generative Encoding

Frank Veenstra, Andres Faina, Sebastian Risi, Kasper Stoy

2017 | OriginalPaper | Buchkapitel

Continual and One-Shot Learning Through Neural Networks with Dynamic External Memory

Benno Lüders, Mikkel Schläger, Aleksandra Korach, Sebastian Risi

Backmatter

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