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EvoApplications 2017: Amsterdam, The Netherlands - Volume 1
- Giovanni Squillero, Kevin Sim:
Applications of Evolutionary Computation - 20th European Conference, EvoApplications 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10199, 2017, ISBN 978-3-319-55848-6
EvoBAFIN
- Wenshuo Guo, Kwok Yip Szeto:
Minimization of Systemic Risk for Directed Network Using Genetic Algorithm. 3-16 - Sam Cramer, Michael Kampouridis
, Alex Alves Freitas, Antonis K. Alexandridis:
Pricing Rainfall Based Futures Using Genetic Programming. 17-33 - Patryk Filipiak, Piotr Lipinski
Dynamic Portfolio Optimization in Ultra-High Frequency Environment. 34-50
EvoBIO
- Jason R. White
Integration of Reaction Kinetics Theory and Gene Expression Programming to Infer Reaction Mechanism. 53-66 - Doina Bucur:
De Novo DNA Assembly with a Genetic Algorithm Finds Accurate Genomes Even with Suboptimal Fitness. 67-82 - Brian S. Cole, Jason H. Moore
EVE: Cloud-Based Annotation of Human Genetic Variants. 83-95 - Elizabeth R. Piette, Jason H. Moore
Improving the Reproducibility of Genetic Association Results Using Genotype Resampling Methods. 96-108 - Chiara Picardi, Jeremy Cosgrove, Stephen L. Smith, Stuart Jamieson, Jane E. Alty
Objective Assessment of Cognitive Impairment in Parkinson's Disease Using Evolutionary Algorithm. 109-124 - Simon Baron, Nicola Lazzarini
Characterising the Influence of Rule-Based Knowledge Representations in Biological Knowledge Extraction from Transcriptomics Data. 125-141 - José Manuel Velasco
Enhancing Grammatical Evolution Through Data Augmentation: Application to Blood Glucose Forecasting. 142-157 - William G. La Cava
Genetic Programming Representations for Multi-dimensional Feature Learning in Biomedical Classification. 158-173
EvoCOMNET
- Muhanad Tahrir Younis
Meta-Heuristically Seeded Genetic Algorithm for Independent Job Scheduling in Grid Computing. 177-189 - Qi Bu, Kwok Yip Szeto:
Analysis of Average Communicability in Complex Networks. 190-204 - David Lynch, Michael Fenton, Stepán Kucera, Holger Claussen
Configuring Dynamic Heterogeneous Wireless Communications Networks Using a Customised Genetic Algorithm. 205-220 - Doina Bucur, Giovanni Iacca
Multi-objective Evolutionary Algorithms for Influence Maximization in Social Networks. 221-233 - Fabio D'Andreagiovanni
A Fast ILP-Based Heuristic for the Robust Design of Body Wireless Sensor Networks. 234-250
EvoCOMPLEX
- Wojciech Korczynski, Marek Kisiel-Dorohinicki, Aleksander Byrski
Lamarckian and Lifelong Memetic Search in Agent-Based Computing. 253-265 - Jakub Sawicki
Two-Phase Strategy Managing Insensitivity in Global Optimization. 266-281 - Laura Diosan, Anca Andreica
Avenues for the Use of Cellular Automata in Image Segmentation. 282-296 - Marcin Los
Local Misfit Approximation in Memetic Solving of Ill-Posed Inverse Problems. 297-309 - David Peter Shorten, Geoff S. Nitschke
The Two Regimes of Neutral Evolution: Localization on Hubs and Delocalized Diffusion. 310-325
EvoENERGY
- Edoardo Fadda
Adaptive Batteries Exploiting On-Line Steady-State Evolution Strategy. 329-341 - Jörg Bremer, Sebastian Lehnhoff:
Hybrid Multi-ensemble Scheduling. 342-358
EvoGAMES
- Mohammed Salem
Driving in TORCS Using Modular Fuzzy Controllers. 361-376 - Mihail Morosan
Automated Game Balancing in Ms PacMan and StarCraft Using Evolutionary Algorithms. 377-392 - Ivan Bravi, Ahmed Khalifa
Evolving Game-Specific UCB Alternatives for General Video Game Playing. 393-406 - Hamna Aslam, Anton Sidorov, Nikita Bogomazov, Fedor Berezyuk, Joseph Alexander Brown
Relief Camp Manager: A Serious Game Using the World Health Organization's Relief Camp Guidelines. 407-417 - Raluca D. Gaina, Jialin Liu
Analysis of Vanilla Rolling Horizon Evolution Parameters in General Video Game Playing. 418-434 - Terence Soule, Samantha Heck, Thomas E. Haynes, Nicholas Wood, Barrie D. Robison:
Darwin's Demons: Does Evolution Improve the Game? 435-451
EvoIASP
- Zainab Ali Abbood, Othman Amlal, Franck Patrick Vidal:
Evolutionary Art Using the Fly Algorithm. 455-470 - Cao Truong Tran
Bagging and Feature Selection for Classification with Incomplete Data. 471-486 - Bach Hoai Nguyen
Surrogate-Model Based Particle Swarm Optimisation with Local Search for Feature Selection in Classification. 487-505 - Claudio De Stefano
Feature Selection in High Dimensional Data by a Filter-Based Genetic Algorithm. 506-521 - Gustavo Olague
Brain Programming and the Random Search in Object Categorization. 522-537 - Andrew Lensen
Using Particle Swarm Optimisation and the Silhouette Metric to Estimate the Number of Clusters, Select Features, and Perform Clustering. 538-554
EvoINDUSTRY
- Miri Weiss-Cohen, Vitor Nazário Coelho, Adi Dahan, Izzik Kaspi:
Container Vessel Stowage Planning System Using Genetic Algorithm. 557-572 - Fabio Guigou, Pierre Collet, Pierre Parrend:
The Artificial Immune Ecosystem: A Bio-Inspired Meta-Algorithm for Boosting Time Series Anomaly Detection with Expert Input. 573-588 - Dilek Arikan, Çetin Öztoprak, Sanem Sariel
Empirical Analysis of Optimization Methods for the Real-World Dial-a-Ride Problem. 589-600
EvoKNOW
- Anil Yaman
Presenting the ECO: Evolutionary Computation Ontology. 603-619 - Jakub Kowalski
A New Evolutionary Algorithm for Synchronization. 620-635 - Fabio Caraffini
Large Scale Problems in Practice: The Effect of Dimensionality on the Interaction Among Variables. 636-652 - Ahmed Hallawa, Anil Yaman
A Framework for Knowledge Integrated Evolutionary Algorithms. 653-669 - Fergal Lane, R. Muhammad Atif Azad
DICE: A New Family of Bivariate Estimation of Distribution Algorithms Based on Dichotomised Multivariate Gaussian Distributions. 670-685
EvoNUM
- Juan Julián Merelo Guervós, Israel Blancas-Alvarez, Pedro A. Castillo
Ranking Programming Languages for Evolutionary Algorithm Operations. 689-704 - Christian Oesch:
Distance-Based Tournament Selection. 705-714 - Manish Aggarwal, Justin Heinermann, Stefan Oehmcke
Preferences-Based Choice Prediction in Evolutionary Multi-objective Optimization. 715-724 - Martin Schlueter, Mohamed Wahib, Masaharu Munetomo:
Numerical Optimization of ESA's Messenger Space Mission Benchmark. 725-737
EvoPAR
- Ignacio Decia, Rodrigo Leira, Martín Pedemonte
A VNS with Parallel Evaluation of Solutions for the Inverse Lighting Problem. 741-756 - Alcides Fonseca
Evolving Cut-Off Mechanisms and Other Work-Stealing Parameters for Parallel Programs. 757-772 - Juan José Escobar
Issues on GPU Parallel Implementation of Evolutionary High-Dimensional Multi-objective Feature Selection. 773-788 - José Ignacio Hidalgo, Carlos Cervigón, José Manuel Velasco
Embedded Grammars for Grammatical Evolution on GPGPU. 789-805 - Juan Julián Merelo Guervós
A Performance Assessment of Evolutionary Algorithms in Volunteer Computing Environments: The Importance of Entropy. 806-821
EvoROBOT
- Tønnes F. Nygaard
Overcoming Initial Convergence in Multi-objective Evolution of Robot Control and Morphology Using a Two-Phase Approach. 825-836 - James M. Borg
Evolutionary Adaptation to Social Information Use Without Learning. 837-852 - Pablo González de Prado Salas, Sebastian Risi:
Interactive Evolution of Complex Behaviours Through Skill Encapsulation. 853-869 - Frank Veenstra, Andrés Faiña
Evolution and Morphogenesis of Simulated Modular Robots: A Comparison Between a Direct and Generative Encoding. 870-885 - Benno Lüders, Mikkel Schläger, Aleksandra Korach, Sebastian Risi:
Continual and One-Shot Learning Through Neural Networks with Dynamic External Memory. 886-901
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