Long Talks
- Evolutionary Grain-Mixing to Improve Profitability in Farming Winter Wheat
Md Asaduzzaman Noor and John Sheppard - Automatic Modular Design of Behavior Trees for Robot Swarms with Communication Capabilites
Jonas Kuckling, Vincent van Pelt and Mauro Birattari - Salp Swarm Optimization Search Based Feature Selection for Enhanced Phishing Websites Detection
Ruba Abu Khurma, Khair Eddin Sabri, Pedro A. Castillo and Ibrahim Aljarah - Demonstrating the Evolution of GANs through t-SNE
Victor Costa, Nuno Lourenço, João Correia and Penousal Machado - Adaptive Covariance Pattern Search
Ferrante Neri - Optimising diversity in classifier ensembles of classification trees
Carina Ivascu, Richard Everson and Jonathan Fieldsend - WILDA: Wide Learning of Diverse Architectures for Classification of Large Datasets
Rui Cardoso, Emma Hart, David Kurka and Jeremy Pitt - Lateralized Approach for Robustness Against Attacks in Emotion Categorization from Images
Harisu Abdullahi Shehu, Abubakar Siddique, Will Browne and Hedwig Eisenbarth - Beyond Body Shape and Brain: Evolving the Sensory Apparatus of Voxel-based Soft Robots
Andrea Ferigo, Giovanni Iacca and Eric Medvet - Transfer Learning for Automated Test Case Prioritization using XCSF
Lukas Rosenbauer, David Pätzel, Anthony Stein and Jörg Hähner - Desirable Objective Ranges in Preference-based Evolutionary Multiobjective Optimization
Sandra González-Gallardo, Rubén Saborido, Ana B. Ruiz and Mariano Luque - EA-based ASV Trajectory Planner for Pollution Detection in Lentic Waters
Gonzalo Carazo-Barbero, Eva Besada-Portas and José Antonio López Orozco - On the Effects of Absumption for XCS with Continuous-Valued Inputs
Alexander Wagner and Anthony Stein - Improving Efficiency and Diversity by Using Metaheuristics plus Integer Linear Programming
Miguel Ángel Domínguez Ríos, Francisco Chicano and Enrique Alba - A NEAT Visualisation of Neuroevolution Trajectories
Stefano Sarti and Gabriela Ochoa - Evaluating Models with Dynamic Sampling Holdout
Celio Henrique Nogueira Larcher Junior and Helio José Corrêa Barbosa - Improved Crowding Distance in Multi-objective Optimization for Feature Selection in Classification
Peng Wang, Bing Xue, Jing Liang and Mengjie Zhang - RDE-OP:A Region-based Differential Evolution Algorithm Incorporation Opposition-Based Learning for Optimising the Learning Process of Multi-Layer Neural Networks
Seyed Jalaleddin Mousavirad, Gerald Schaefer, Iakov Korovin and Diego Oliva - Deep Optimisation: Multi-Scale Evolution by Inducing and Searching in Deep Representations
Jamie Caldwell, Joshua Knowles, Christoph Thies, Filip Kubacki and Richard Watson - Playing with Dynamic Systems – Battling Swarms in Virtual Reality
Johannes Büttner, Christian Merz and Sebastian von Mammen - Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions
Quentin Renau, Carola Doerr, Johann Dreo and Benjamin Doerr - Modelling Asthma Patients Responsiveness to Treatment Using Feature Selection and Evolutionary Computation
Alejandro Lopez, Daphne S. Roozendaal, Hilde M. Spierenburg, Asta L. Holm, Renee Metcalf, Paula Perez-Pardo, Aletta D. Kraneveld and Alberto Tonda - A novel evolutionary approach for IoT-based water contaminant detection
Claudio De Stefano, Luigi Ferrigno, Francesco Fontanella, Luca Gerevini and Mario Molinara - Evolutionary Algorithms for Roughness Coefficient Estimation in River Flow Analyses
Antonio Agresta, Marco Baioletti, Chiara Biscarini, Alfredo Milani and Valentino Santucci - Co-optimising Robot Morphology and Controller in a Simulated Open-ended Environment
Emma Hjellbrekke Stensby, Kai Olav Ellefsen and Kyrre Glette - A multi-objective multi-type facility location problem for the delivery of personalised medicine
Andreea Avramescu, Richard Allmendinger and Manuel López-Ibáñez - TensorGP – Genetic Programming Engine in TensorFlow
Francisco Baeta, João Correia, Tiago Martins and Penousal Machado - Effective Universal Unrestricted Adversarial Attacks using a MOE Approach
Alina-Elena Baia, Gabriele Di Bari and Valentina Poggioni - A Profile-Based ‘GrEvolutionary’ Hearthstone Agent
Alejandro Romero and Antonio Mora - Improving Neuroevolution Using Island Extinction and Repopulation
Zimeng Lyu, Joshua Karns, Abdelrahman Elsaid, Mohamed Mkaouer and Travis Desell - An Experimental Study on the Effects of Weight Initialization and Weight Inheritance on Neuroevolution
Zimeng Lyu, Abdelrahman Elsaid, Joshua Karns, Mohamed Wiem Mkaouer and Travis Desell - Towards Feature-Based Performance Regression Using Trajectory Data
Anja Jankovic, Tome Eftimov and Carola Doerr - Generating Duplex Routes for Robust Bus Transport Network by Improved Multi-objective Evolutionary Algorithm based on Decomposition
Sho Kajihara, Hiroyuki Sato and Keiki Takadama - Combining Multi-objective Evolutionary Algorithms with deep generative models towards focused molecular design
Tiago Sousa, João Correia, Vítor Pereira and Miguel Rocha
Short Talks
- On Restricting Real-Valued Genotypes in Evolutionary Algorithms
Jørgen Nordmoen, Tønnes Frostad Nygaard, Eivind Samuelsen and Kyrre Glette - EDM-DRL: Toward Stable Reinforcement Learning through Ensembled Directed Mutation
Michael H. Prince, Andrew J. McGehee and Daniel R. Tauritz - A Multi-Objective Evolutionary Algorithm Approach for Optimizing Part Quality Aware Assembly Job Shop Scheduling Problems
Michael H. Prince, Kristian K. DeHaan and Daniel R. Tauritz - Real Time Optimisation of Traffic Signals to Prioritise Public Transport
Milan Wittpohl, Per-Arno Plötz and Neil Urquhart - Evaluating the Success-History based Adaptive Differential Evolution in the Protein Structure Prediction problem
Pedro Narloch and Marcio Dorn - 3D-2D Registration using X-ray Simulation and CMA-ES
Tianci Wen, Franck Vidal and Radu Mihail - Evolving Character-Level DenseNet Architectures using Genetic Programming
Trevor Londt, Xiaoying Gao and Peter Andreae - Automated, Explainable Rule Extraction from MAP-Elites archives
Neil Urquhart, Emma Hart and Silke Hoehl - Estimation of Grain-level Residual Stresses in a Quenched Cylindrical Sample of Aluminum Alloy AA5083 using Genetic Programming
Laura Millán García, Gabriel Kronberger, Jose Ignacio Hidalgo Pérez, Ricardo Fernández Serrano, Oscar Garnica and Gaspar González Doncel - EDA-based optimization of blow–off valve positions for centrifugal compressor systems
Jacob Spindler, Rico Schulze, Kevin Schleifer and Hendrik Richter - Bayesian Networks for Mood Prediction Using Unobstrusive Ecological Momentary Assesments
Margarita Alejandra Rebolledo Coy, A.E. Eiben and Thomas Bartz-Beielstein - Evolutionary Planning in Latent Space
Thor Olesen, Dennis Nguyen, Rasmus Berg Palm and Sebastian Risi - Event-driven multi-algorithm optimization: mixing Swarm and Evolutionary strategies
Mario Garcia Valdez and Jj Merelo - Utilizing the Untapped Potential of IndirectEncoding for Neural Networks with MetaLearning
Adam Katona, Nuno Lourenço, Penousal Machado, Dan Franks and James Alfred Walker - Minecraft Mechanical Creations Environment: A New Challenge for Open-Ended Algorithm
Djordje Grbic, Rasmus Berg Palm, Elias Najarro, Claire Glanois and Sebastian Risi - Multi-objective workforce allocation in construction projects
Andrew Iskandar and Richard Allmendinger - Continuous Ant-Based Neural Topology Search
Abdelrahman Elsaid, Travis Desell, Ororbia Alexander, Zimeng Lyu and Karns Joshua