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22nd EvoApplications 2019: Leipzig, Germany
- Paul Kaufmann, Pedro A. Castillo:
Applications of Evolutionary Computation - 22nd International Conference, EvoApplications 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24-26, 2019, Proceedings. Lecture Notes in Computer Science 11454, Springer 2019, ISBN 978-3-030-16691-5
Engineering and Real-World Applications
- Tobias Rodemann:
A Comparison of Different Many-Objective Optimization Algorithms for Energy System Optimization. 3-18 - Eric Medvet, Stefano Seriani
, Alberto Bartoli, Paolo Gallina:
Design of Powered Floor Systems for Mobile Robots with Differential Evolution. 19-32 - Piotr Dziurzanski
Solving the Multi-objective Flexible Job-Shop Scheduling Problem with Alternative Recipes for a Chemical Production Process. 33-48 - Neil Urquhart, Emma Hart, William Hutcheson:
Quantifying the Effects of Increasing User Choice in MAP-Elites Applied to a Workforce Scheduling and Routing Problem. 49-63 - André M. Silva
A Hybrid Multiobjective Differential Evolution Approach to Stator Winding Optimization. 64-71 - Samaneh Azari, Bing Xue, Mengjie Zhang, Lifeng Peng:
GA-Novo: De Novo Peptide Sequencing via Tandem Mass Spectrometry Using Genetic Algorithm. 72-89 - Johannes Mast
Ant Colony Optimization for Optimized Operation Scheduling of Combined Heat and Power Plants. 90-105 - Maciej Komosinski
A Flexible Dissimilarity Measure for Active and Passive 3D Structures and Its Application in the Fitness-Distance Analysis. 106-121
Games
- Laura Calle, Juan Julián Merelo Guervós, Antonio Mora García, José Mario García Valdez
Free Form Evolution for Angry Birds Level Generation. 125-140 - Yinda Zhou, Weiming Liu, Bin Li:
Efficient Online Hyperparameter Adaptation for Deep Reinforcement Learning. 141-155 - Tasos Papagiannis
GAMER: A Genetic Algorithm with Motion Encoding Reuse for Action-Adventure Video Games. 156-171 - Iago Bonnici
Effects of Input Addition in Learning for Adaptive Games: Towards Learning with Structural Changes. 172-184
General
- Illya Bakurov, Mauro Castelli
Supporting Medical Decisions for Treating Rare Diseases Through Genetic Programming. 187-203 - Anton M. Unakafov, Thomas Schultze, Igor Kagan
Evolutionary Successful Strategies in a Transparent iterated Prisoner's Dilemma. 204-219 - Walter O. Krawec, Stjepan Picek, Domagoj Jakobovic
Evolutionary Algorithms for the Design of Quantum Protocols. 220-236 - Artem Pavlenko
Evolutionary Computation Techniques for Constructing SAT-Based Attacks in Algebraic Cryptanalysis. 237-253 - Ahmed Hallawa, Elisabeth Zechendorf, Yi Song, Anke Schmeink, Arne Peine, Lukas Martin, Gerd Ascheid, Guido Dartmann:
On the Use of Evolutionary Computation for In-Silico Medicine: Modelling Sepsis via Evolving Continuous Petri Nets. 254-269 - Kalyani Selvarajah
A Cultural Algorithm for Determining Similarity Values Between Users in Recommender Systems. 270-283
Image and Signal Processing
- Thomas A. Runkler
Optimizing the C Index Using a Canonical Genetic Algorithm. 287-298 - Szymon Piechaczek, Michal Kawulok
Memetic Evolution of Classification Ensembles. 299-307 - Shima Afzali, Harith Al-Sahaf
Genetic Programming for Feature Selection and Feature Combination in Salient Object Detection. 308-324 - Nicole Dalia Cilia
Variable-Length Representation for EC-Based Feature Selection in High-Dimensional Data. 325-340
Life Sciences
- Pedro Henrique Narloch
A Knowledge Based Differential Evolution Algorithm for Protein Structure Prediction. 343-359 - Pablo Felipe Leonhart
A Biased Random Key Genetic Algorithm with Local Search Chains for Molecular Docking. 360-376 - Kevin Godin-Dubois
Self-sustainability Challenges of Plants Colonization Strategies in Virtual 3D Environments. 377-392
Networks and Distributed Systems
- Selim Yilmaz
Early Detection of Botnet Activities Using Grammatical Evolution. 395-404 - Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Pedro A. Castillo
Exploring Concurrent and Stateless Evolutionary Algorithms. 405-412 - Mehmet Aslan
Evolving Trust Formula to Evaluate Data Trustworthiness in VANETs Using Genetic Programming. 413-429 - Thomas Bauschert, Fabio D'Andreagiovanni, Andreas Kassler, Chenghao Wang
A Matheuristic for Green and Robust 5G Virtual Network Function Placement. 430-438 - Thi Tam Nguyen, Huynh Thi Thanh Binh, Tran Huy Hung, Dinh Anh Dung, Vinh Trong Le:
Prolong the Network Lifetime of Wireless Underground Sensor Networks by Optimal Relay Node Placement. 439-453
Neuroevolution and Data Analytics
- Nam Le
The Evolution of Self-taught Neural Networks in a Multi-agent Environment. 457-472 - Victor Costa, Nuno Lourenço
Coevolution of Generative Adversarial Networks. 473-487 - AbdElRahman ElSaid, Steven A. Benson, Shuchita Patwardhan, David Stadem, Travis Desell:
Evolving Recurrent Neural Networks for Time Series Data Prediction of Coal Plant Parameters. 488-503 - Jörg Stork
Improving NeuroEvolution Efficiency by Surrogate Model-Based Optimization with Phenotypic Distance Kernels. 504-519
Numerical Optimization: Theory, Benchmarks and Applications
- Giovanni Iacca
Compact Optimization Algorithms with Re-Sampled Inheritance. 523-534 - Christopher Wesley Cleghorn
Particle Swarm Optimization: Understanding Order-2 Stability Guarantees. 535-549 - Pietro Barbiero
Fundamental Flowers: Evolutionary Discovery of Coresets for Classification. 550-564
Robotics
- Iñaki Fernández Pérez, Stéphane Sanchez:
Influence of Local Selection and Robot Swarm Density on the Distributed Evolution of GRNs. 567-582 - T. van de Velde, Claudio Rossi
Body Symmetry in Morphologically Evolving Modular Robots. 583-598 - Maria Carrillo, Javier Sánchez Cubillo, Eneko Osaba
Trophallaxis, Low-Power Vision Sensors and Multi-objective Heuristics for 3D Scene Reconstruction Using Swarm Robotics. 599-615 - Tønnes F. Nygaard
Evolving Robots on Easy Mode: Towards a Variable Complexity Controller for Quadrupeds. 616-632 - Amine M. Boumaza:
Introducing Weighted Intermediate Recombination in On-Line Collective Robotics, the ( $$\mu /\mu _{\mathrm {W}}, 1$$ )-On-line EEA. 633-640
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