EvoAPPS Accepted Papers

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