Accepted Posters


  • The review process is now over: 184 contributions have been accepted as posters. They will be published in the Companion Volume (and hence in the Digital Library) and shown during the poster session of the conference.
  • Search the list below by typing text in the column headers.
  • See also the list of accepted papers.
  • The Call for Papers and the Papers Submission Instructions are still available for your information.

List of Accepted Posters

TrackTitleAuthors
TheoryCounterexample to the Best-case Running time of Efficient Non-Dominated Sorting AlgorithmParas Nigam (Indian Institute of Information Technology Guwahati), Sumit Mishra (Indian Institute of Information Technology Guwahati)
Dropout Topology-Assisted Bidirectional Learning Particle Swarm Optimization for Neural Architecture SearchYe-Qun Wang (South China University of Technology), Chun-Hua Chen (South China University of Technology), Jun Zhang (Hanyang University), Zhi-Hui Zhan (South China University of Technology)
Scalable Evolutionary Hierarchical Reinforcement LearningGeoff Nitschke (UCT), Sasha Abramowitz (UCT)
Fitness Diversification in the Service of Fitness Optimization: a Comparison StudyKamil Basiukajc (Poznan University of Technology), Maciej Komosinski (Poznan University of Technology, Institute of Computing Science), Konrad Miazga (Poznan University of Technology)
Imbalanced Classification with TPG Genetic Programming: Impact of Problem Imbalance and Selection MechanismsNicolas Sourbier (Univ Rennes, INSA Rennes, IETR, UMR CNRS 6164), Justine Bonnot (Inria), Olivier Gesny (Silicom), Frédéric Majorczyk (DGA-MI CIDRE), Karol Desnos (INSA Rennes), Thomas Guyet (INRIA centre Lyon), Maxime Pelcat (Univ Rennes, INSA Rennes, IETR, UMR CNRS 6164)
Multilevel Memetic Hypergraph Partitioning with Greedy RecombinationUtku Acikalin (TOBB University of Economics and Technology), Bugra Caskurlu (TOBB University of Economics and Technology)
The Effect of Mirrored Sampling with active CMA and Sample Reuse in the CMAES-APOP AlgorithmDuc Manh Nguyen (Hanoi National University of Education)
Exploration Of Unknown Environments Via Evolution Of Behavioral And Morphological Properties Of Miniaturized Sensory AgentsCagatay Sariman (University Hospital RWTH Aachen), Ahmed Hallawa (University Hospital RWTH Aachen), Erdi Sayar (Technical University of Munich), Arne Peine (University Hospital RWTH Aachen), Lukas Martin (University Hospital RWTH Aachen), Anke Schmeink (RWTH Aachen University)
Extending the Push and Pull Search Framework with Boundary Search for Constrained Multi-Objective OptimizationErling Wisløff (Norwegian University of Science and Technology), Marius Aarsnes (Norwegian University of Science and Technology), Kazi Shah Nawaz Ripon (Østfold University College), Pauline Haddow (Norwegian University of Science and Technology)
Dynamic Perturbation for Population Diversity Management in Differential EvolutionLe Van Cuong (Hanoi University of Science and Technology), Nguyen Ngoc Bao (Hanoi University of Science and Technology), Nguyen Khanh Phuong (Hanoi University of Science and Technology), Huynh Thi Thanh Binh (Hanoi University of Science and Technology)
Diversification Techniques and Distance Measures in Evolutionary Design of 3D StructuresAdam Klejda (Poznan University of Technology), Maciej Komosinski (Poznan University of Technology, Institute of Computing Science), Agnieszka Mensfelt (Poznan University of Technology, Institute of Computing Science)
Empowered Neural Cellular AutomataCaitlin Grasso (University of Vermont), Josh Bongard (University of Vermont)
A GA based Approach for Solving Ring Design Telecommunication NetworkEisa Alblooshi (ADNOC Gas Processing, EBTIC (Etisalat BT ICT Innovation Center)/ Khalifa University), Ahmad Alblooshi (Ministry of Education, KhalifaEBTIC (Etisalat BT ICT Innovation Center)/ Khalifa University University), Kin Poon (EBTIC (Etisalat BT ICT Innovation Center), Khalifa University), Anis Ouali (EBTIC (Etisalat BT ICT Innovation Center), Khalifa University)
GPBenchmarking Genetic Programming in a Multi-action Reinforcement Learning Locomotion TaskRyan Amaral (Dalhousie University), Alexandru Ianta (Dalhousie University), Caleidgh Bayer (Dalhousie University), Robert Smith (Dalhousie University), Malcolm Heywood (Dalhousie University)
Genetic Programming with Diverse Partner Selection for Dynamic Flexible Job Shop SchedulingMeng Xu (Victoria University of Wellington), Yi Mei (Victoria University of Wellington), Fangfang Zhang (Victoria University of Wellington), Mengjie Zhang (Victoria University of Wellington)
Binary and Multinomial Classification through Evolutionary Symbolic RegressionMoshe Sipper (Ben-Gurion University)
Multi-Objective Path Planning for Environmental Monitoring using an Autonomous Surface VehicleFederico Peralta (Universidad de Sevilla), Michael Pearce (Zenith AI), Matthias Poloczek (Amazon), Daniel Gutierrez Reina (Universidad de Sevilla), Sergio Toral (Universidad de Sevilla), Juergen Branke (University of Warwick)
A Novel Dynamic Analysis on Multi-scale Quantum Harmonic Oscillator Algorithm Using Double-well FunctionGuosong Yang (Chengdu Institute of computer application, Chinese Academy of Sciences; Southwest Minzu University), Peng Wang (Southwest Minzu University), Xinyu Yin (Southwest Minzu University)
Neural Architecture Search Using Genetic Algorithm for Facial Expression RecognitionShuchao Deng (Sichuan University, College of Computer Science), Yanan Sun (Sichuan University, College of Computer Science), Galvan Edgar (Hamilton Institute, Dept. of CS; Maynooth University, Naturally Inspired Computation Res. Group)
Denoising Autoencoder Genetic Programming for Real-World Symbolic RegressionDavid Wittenberg (Johannes Gutenberg University), Franz Rothlauf (Johannes Gutenberg University)
GECHA Surrogate Model-based Genetic Algorithm for the Optimal Policy in Cart-pole Balancing EnvironmentsSeung-Soo Shin (Kwangwoon Univ.), Yong-Hyuk Kim (Kwangwoon Univ.)
De-redundancy in a Random Boolean Network Using KnockoutJunxiu Liu (Guangxi Normal University), Jufang Dai (Guangxi Normal University), Min Su (Guangxi Normal University), Shunsheng Zhang (Guangxi Normal University), Yifan Hua (Guangxi Normal University), Yanhu Wang (Guangxi Normal University), Haiping Shu (Guangxi Normal University)
Compositional Genetic Programming for Symbolic RegressionKrzysztof Krawiec (Poznan University of Technology), Dominik Kossiński (Poznan University of Technology,)
Neuroevolutionary Multi-objective approaches to Trajectory Prediction in Autonomous VehiclesFergal Stapleton (Hamilton Institute, Maynooth University,; Naturally Inspired Computation Research Group), Edgar Galvan (Hamilton Institute, Maynooth University,; Naturally Inspired Computation Research Group), Ganesh Sistu (Valeo Vision Systems), Senthil Yogamani (Qualcomm Technologies)
TGPGAN - Towards Expression-based Generative Adversarial NetworksFrancisco Baeta (University of Coimbra), João Correia (University of Coimbra), Tiago Martins (University of Coimbra), Penousal Machado (University of Coimbra)
Effects of encodings and quality-diversity on evolving 2D virtual creaturesFrank Veenstra (University of Oslo), Martin Olsen (University of Oslo), Kyrre Glette (University of Oslo)
A Comparative Analysis on Genome Pleiotropy for Evolved Soft RobotsDries Marzougui (Ghent University), Matthijs Biondina (Ghent University), Francis wyffels (Ghent University)
MFENAS: Multifactorial Evolution for Neural Architecture SearchLi Chen (Tsinghua University), Hua Xu (Tsinghua University)
Particle Swarm Optimisation for Sparsity-based Feature Selection in Multi-label ClassificationKaan Demir (Victoria University of Wellington), Bach Nguyen (Victoria University of Wellington), Bing Xue (Victoria University of Wellington), Mengjie Zhang (Victoria University of Wellington)
Multi-fidelity optimization method with Asynchronous Generalized Island Model for AutoMLIsrael Campero Jurado (Eindhoven University of Technology), Joaquin Vanschoren (Eindhoven University of Technology)
Neighbours Similar Fitness and the Effectiveness of Restarting Local SearchAldeida Aleti (Monash University), Mark Wallace (Monash University, Opturion), Markus Wagner (The University of Adelaide)
Initialization method of genetic algorithm based on improved clustering algorithmHao Li (Qilu University of Technology(Shandong Academy of Sciences)), XueSong Jiang (Qilu University of Technology(Shandong Academy of Sciences)), Xiumei Wei (Qilu University of Technology(Shandong Academy of Sciences))
ONE-NAS: An Online NeuroEvolution based Neural Architecture Search for Time Series ForecastingZimeng Lyu (Rochester Institute of Technology), Travis Desell (Rochester Institute of Technology)
A New Grammatical Evolution Method for Generating Deep Convolutional Neural Networks with Novel TopologiesThiago Miranda (Universidade Federal de São Carlos), Diorge Sardinha (Universidade Federal de São Carlos), Marcio Basgalupp (Universidade Federal de São Paulo), Ricardo Cerri (Universidade Federal de São Carlos)
Incorporating Sub-programs as Knowledge in Program Synthesis by PushGP and Adaptive Replacement MutationYifan He (University of Tsukuba), Claus Aranha (University of Tsukuba), Tetsuya Sakurai (University of Tsukuba)
A Safety Checking Algorithm with Multi-swarm Particle Swarm OptimizationTsutomu Kumazawa (Software Research Associates, Inc.), Munehiro Takimoto (Tokyo University of Science), Yasushi Kambayashi (Nippon Institute of Technology)
The Diversity-Accuracy Duality in Ensembles of ClassifiersRui Cardoso (Imperial College), Emma Hart (Edinburgh Napier University), David Kurka (Imperial College), Jeremy Pitt (Imperial College)
Phenotypic Duplication and Inversion in Cartesian Genetic Programming applied to Boolean Function LearningRoman Kalkreuth (TU Dortmund)
Dynamic evaluation of Decomposition Methods for Large-Scale Optimization Problems using an Island ModelGrasiele Duarte (Federal University of Rio de Janeiro/COPPE), Beatriz Lima (Federal University of Rio de Janeiro/COPPE)
A Chaotic Parallel Antlion Optimization Algorithm for Feature SelectionXun Zhou (Hubei University of Technology, School of Computer Science), Hongwei Chen (Hubei University of Technology, School of Computer Science), Deiwei Shi (Hubei University of Technology, School of Computer Science)
Towards Evolutionary Self-Optimization of Large Multi-Agent SystemsFranciszek Seredyński (Cardinal Stefan Wyszyński University in Warsaw), Tomasz Kulpa (Cardinal Stefan Wyszyński University in Warsaw), Rolf Hoffmann (Technische Universitat Darmstadt)
GA-Auto-PU: A Genetic Algorithm-based Automated Machine Learning System for Positive-Unlabelled LearningJack Saunders (University of kent), Alex Freitas (University of kent)
An Analysis on Effectiveness of Estimated Convergence Points for Enhancement of Multi-objective Optimization AlgorithmsYuhei Yamaya (University of Aizu), Yan Pei (The University of Aizu)
A Bi-level Evolutionary Approach for the Multi-label Detection of Smelly ClassesSofien Boutaib (SMART Lab, University of Tunis), Maha Elarbi (SMART Lab, University of Tunis), Slim Bechikh (SMART Lab, University of Tunis), Fabio Palomba (Software Engineering (SeSa) Lab, University of Salerno), Lamjed Ben Said (SMART Lab, University of Tunis)
Genetic Programming for Understanding Cognitive Biases that Generate Polarization in Social NetworksChathika Gunaratne (Oak Ridge National Laboratory), Robert Patton (Oak Ridge National Laboratory)
GPOn the interaction between Lexicase Selection, Modularity and Data SubsetsBenjamin Portman (Dalhousie University), Malcolm Heywood (Dalhousie University)
Genetic Programming with External Memory in Sequence Recall TasksMihyar Al Masalma (Dalhousie University), Malcolm Heywood (Dalhousie University)
A Layered Learning Estimation of Distribution AlgorithmYong Li (Nanjing University of Information Science and Technology), Qiang Yang (Nanjing University of Information Science and Technology), Xu-Dong Gao (Nanjing University of Information Science and Technology), Zhen-Yu Lu (Nanjing University of Information Science and Technology), Jun Zhang (Hanyang University)
Dynamic Multi-objective Ensemble of Acquisition Functions in Batch Bayesian OptimizationJixiang Chen (Southern University of Science and Technology), Fu Luo (Southern University of Science and Technology), Zhenkun Wang (Southern University of Science and Technology)
GPOn the Effect of Embedding Hierarchy within Multi-Objective Optimization for Evolving Symbolic Regression ModelsAtif Rafiq (University of Limerick), Enrique Naredo (University of Limerick), Meghana Kshirsagar (University of Limerick), Conor Ryan (University of Limerick)
PreDive: Preserving Diversity in Test Cases for Evolving Digital Circuits using Grammatical EvolutionKrishn Gupt (Technological University of the Shannon: Midlands Midwest; Biocomputing and Developmental Systems Group, University of Limerick), Meghana Kshirsagar (University of Limerick; Biocomputing and Developmental Systems Group, University of Limerick), Lukas Rosenbauer (BSH Home Appliances), Joseph Sullivan (Technological University of the Shannon: Midlands Midwest), Douglas Dias (University of Limerick; Biocomputing and Developmental Systems Group, University of Limerick), Conor Ryan (University of Limerick; Biocomputing and Developmental Systems Group, University of Limerick)
A Distributed Particle Swarm Optimization Algorithm for Distributed ClusteringZi-Xing Li (South China University of Technology), Xiao-Qi Guo (South China University of Technology), Wei-Neng Chen (South China University of Technology)
SBSECombining GIN and PMD for Code ImprovementsSherlock Licorish (University of Otago), Markus Wagner (The University of Adelaide)
Quantum-Enhanced Selection Operators for Evolutionary AlgorithmsDavid Von Dollen (Leiden University, Volkswagen Group of America), Sheir Yarkoni (Volkswagen Group, Leiden University), Daniel Weimer (Volkswagen Group), Florian Neukart (Terra Quantum, Leiden University), Thomas Bäck (Leiden University)
RWAMinimal Criterion Artist CollectiveKai Arulkumaran (ARAYA Inc.), Thu Nguyen-Phuoc (University of Bath)
Trimming, Ordering, and Similarity Check for DSMGA-IIChing-Chung Huang (National Taiwan University), Tian-Li Yu (National Taiwan University)
Regulatory Genotype-to-Phenotype Mappings Improve Evolvability in Genetic ProgrammingJinting Zhang (Queen's University), Ting Hu (Queen's University)
Benchmarking Algorithm Portfolio Construction MethodsMario Muñoz Acosta (The University of Melbourne), Hamed Soleimani (The University of Melbourne), Sevvandi Kandanaarachchi (RMIT University)
Improved data clustering using multi-trial vector-based differential evolution with Gaussian crossoverParham Hadikhani (Universiti Brunei Darussalam), Daphne Lai (Universiti Brunei Darussalam), Wee-Hong Ong (Universiti Brunei Darussalam), Mohammad H.Nadimi-Shahraki (Najafabad Branch, Islamic Azad University)
An Evolutionary Approach to the Discretization of Gene Expression Profiles to Predict the Severity of COVID-19Nisrine Mouhrim (UMR 518 MIA, INRAE), Alberto Tonda (UMR 518 MIA, INRAE, Paris; Université Paris-Saclay), Itzel Rodríguez-Guerra (Laboratorio de bioquímica y genética microbiana del instituto de ciencias de la universidad autónoma de Puebla (ICUAP)), Aletta Kraneveld (Division of Pharmacology, University of Utrecht), Alejandro Lopez Rincon (Division of Pharmacology, University of Utrecht)
Large Scale Image Classification Using GPU-based Genetic ProgrammingPeng Zeng (Sichuan University), Andrew Lensen (Victoria University of Wellington), Yanan Sun (Sichuan University)
Genetic programming for electric vehicle routing problem with soft time windowsFrancisco Javier Gil Gala (University of Oviedo), Marko Durasevic (University of Zagreb, Faculty of Electrical Engineering and Computing), Domagoj Jakobović (University of Zagreb, Faculty of Electrical Engineering and Computing)
EMOMulti-Objective Counterfactual FairnessSusanne Dandl (LMU Munich, Department of Statistics, Munich), Florian Pfisterer (LMU Munich, Department of Statistics, Munich), Bernd Bischl (LMU Munich, Department of Statistics, Munich)
Towards an Interactive Ranking Operator for NSGA-IICláudia Rosa (State University of Maringa), Willian Freire (State University of Maringa), Aline Amaral (State University of Maringa), Thelma Colanzi (State University of Maringa)
Neuroevolution based Multi-Objective Algorithm for Gene Selection and Microarray ClassificationDaniel García-Núñez (IIMAS-UNAM), Katya Rodríguez-Vázquez (IIMAS-UNAM), Carlos Hernández (IIMAS-UNAM)
Environments with Local Scopes for Modules in Genetic ProgrammingAnil Saini (University of Massachusetts Amherst), Lee Spector (Amherst College, University of Massachusetts Amherst), Thomas Helmuth (Hamilton College)
Genetic Heterogeneity Analysis Using Genetic Algorithm and Network ScienceZhendong Sha (Queen's University), Yuanzhu Chen (Queen's University), Ting Hu (Queen's University)
Wind Farm Layout Optimisation using Set Based Multi-objective Bayesian OptimisationTinkle Chugh (University of Exeter), Endi Ymeraj (University of Exeter)
CSCoBEA: Framework for Evolving Hardware by Direct Manipulation of FPGA BitstreamsJoern Hoffmann (Leipzig University), Clemens Fritzsch (Leipzig University), Martin Bogdan (Leipzig University)
Entropy-Based Local Fitnesses for Evolutionary Multiagent SystemsAyhan Alp Aydeniz (Oregon State University), Anna Nickelson (Oregon State University), Kagan Tumer (Oregon State University)
Fairness in Generative Modeling: do it Unsupervised!Mariia Zameshina (LIGM, Univ Gustave Eiffel, CNRS, ESIEE Paris, F-77454 Marne-la-Vallee; Facebook Artificial Intelligence Research), Fabien Teytaud (Université du Littoral Côte d'Opale, LISIC), Vlad Hosu (University of Konstanz), Nathanael Carraz (Univ. d'Antananarivo), Laurent Najman (LIGM, Univ Gustave Eiffel, CNRS, ESIEE Paris, F-77454 Marne-la-Vallee), Olivier Teytaud (Facebook Artificial Intelligence Research), Markus Wagner (The University of Adelaide)
Public Transport Timetable and Charge Optimization Using Multiple Electric Buses TypesDavid Peña (University of Cadiz), Bernabé Dorronsoro (University of Cadiz), Andrei Tchernykh (CICESE), Patricia Ruiz (University of Cadiz)
Independent Influence of Exploration and Exploitation for Metaheuristic-based RecommendationsAlexandre Bettinger (UL CNRS LORIA), Armelle Brun (UL CNRS LORIA), Anne Boyer (UL CNRS LORIA)
Multi-Objective Evolutionary Beer OptimisationMohammad Majid al-Rifaie (University of Greenwich), Marc Cavazza (National Institute of Informatics)
A Novel Evolutionary Framework Based on a Family Concept for Solving Multi-objective Bilevel Optimization ProblemsJesus-Adolfo Mejia-de-Dios (University of Veracruz), Alejandro Rodriguez-Molina (Tecnologico Nacional de Mexico), Efren Mezura-Montes (University of Veracruz)
Towards Multi-Objective Optimization of Sustainable Insect Production ChainsNisrine Mouhrim (INRAE), Sergiy Smetana (German Institute of Food Technologies Quakenbrück), Anita Bhaita (German Institute of Food Technologies Quakenbrück), Alexander Mathys (ETH Zurich), Ashley Green (ETH Zurich), Daniela Peguero (ETH Zurich), Alberto Tonda (INRAE)
A Surrogate-Assisted Multi-objective Evolutionary Algorithm for Shelter Locating and Evacuation PlanningShi-Cheng Zha (South China University of Technology), Wei-Neng Chen (South China University of Technology), Wen-Jin Qiu (South China University of Technology), Xiao-Min Hu (Guangdong University of Technology)
Accelerated Pattern Search with Variable Solution Size for Simultaneous Instance Selection and GenerationLam Le (University of Nottingham), Ferrante Neri (University of Surrey), Dario Landa-Silva (The University of Nottingham), Isaac Triguero (The University of Nottingham, University of Granada)
ACO-SIAnt Colony Optimization for Feature Selection via a Filter-Randomized Search HeuristicAlberto Ortega (University of Granada), Juan José Escobar (University of Granada), Miguel Damas (University of Granada), Andrés Ortiz (University of Málaga, Andalusian Data Science and Computational Intelligence Institute (DaSCI)), Jesús González (University of Granada)
Discovery of Implicit Relationships from Data Using Linear Programming and Mixed Integer Linear ProgrammingQuang Huynh (The University of New South Wales), Hemant Singh (University of New South Wales), Tapabrata Ray (The University of New South Wales)
Adversarial Example Generation via Genetic Algorithm: A Preliminary ResultShasha Zhou (University of Electronic Science and Technology of China), Ke Li (University of Exeter), Geyong Min (University of Exeter)
Optimizing Sample Diversity with Fairness Constraints on Imbalanced, Sparse, Hiring DataLauren McCarey (Williams College; DHI Group, Inc.), Thomas McTavish (DHI Group, Inc.)
Separating Rule Discovery and Global Solution Composition in a Learning Classifier SystemMichael Heider (Universität Augsburg), Helena Stegherr (Universität Augsburg), Jonathan Wurth (Universität Augsburg), Roman Sraj (Universität Augsburg), Jörg Hähner (Universität Augsburg)
Using Graph Neural Networks as Surrogate Models in Genetic ProgrammingMartin Pilát (Charles University, Faculty of Mathematics and Physics), Gabriela Suchopárová (The Czech Academy of Sciences, Institute of Computer Science; Charles University, Faculty of Mathematics and Physics)
The Effect of Epigenetic Blocking on Dynamic Multi-Objective Optimisation ProblemsSizhe Yuen (University of Southampton), Thomas Ezard (University of Southampton), Adam Sobey (University of Southampton, Alan Turing Institute)
EMOA Constraint Cone Decomposition Evolutionary Algorithm with Dual PopulationsWeiqin Ying (South China University of Technology), Yanqi Lan (South China University of Technology), Yu Wu (Guangzhou University), Xuanda Pan (South China University of Technology), Banban Huang (South China University of Technology), Jianyi Peng (South China University of Technology)
External Archive Hybrid Genetic Algorithm for Unequal Area Facility Layout ProblemAiling Shen (Fujian Agriculture and Forestry University), Juan Lin (Fujian Agriculture and Forestry University), Yiwen Zhong (Fujian Agriculture and Forestry University)
EMLDEvS: Data Distillation Algorithm Based on Evolution StrategyNadiya Shvai (National University of Kyiv-Mohyla Academy, cyclope.ai), Arcadi Llanza Carmona (University Paris Est, Laboratoire LISSI; cyclope.ai), Abul Hasnat (cyclope.ai), Amir Nakib (University Paris Est, Laboratoire LISSI)
Multi-workflow Scheduling in Industrial Edge: A Genetic Algorithm with Heuristic StrategyXiang-Ling Chen (South China University of Technology), Zhi-Xuan Zhang (South China University of Technology), Ming-Can Geng (South China University of Technology), Wei-Neng Chen (South China University of Technology)
EMOBOBEA : A Bi-Objective Biclustering Evolutionary Algorithm for Genome-Wide Association AnalysisOns Maatouk (Université de Tunis), Emna Ayari (LARODEC, University of Tunis), Hend Bouziri (LARODEC - ESSECT, University of Tunis), Wassim Ayadi (LaTICE, University of Tunis; FSEGT, University of Tunis El Manar)
A Computationally Fast but Approximate MIP-DoM Calculation for Multi-Objective OptimizationClaudio Lopes (A3Data, Centro Federal de Educação Tecnológica de Minas Gerais), Flávio Martins (A3Data, Centro Federal de Educação Tecnológica de Minas Gerais), Elizabeth Wanner (Centro Federal de Educação Tecnológica de Minas Gerais), Kalyanmoy Deb (Michigan State University)
Analyzing Optimized Constants in Genetic Programming on a Real-World Regression ProblemDominik Sobania (Johannes Gutenberg University), Martin Briesch (Johannes Gutenberg University), David Wittenberg (Johannes Gutenberg University), Franz Rothlauf (Johannes Gutenberg University)
Designing a Novel and High Performance Algorithmic Trading Model using Evolutionary AutoML and Technical AnalysisAbhiram Tirumala (Georgia Institute of Technology), Rishi Bhatnager (Georgia Institute of Technology), Sriram Mudireddy (Georgia Institute of Technology), Pranav Manjunath (Georgia Institute of Technology), Jason Zutty (Georgia Tech Research Institute)
GABoosting the Convergence of a GA-based Wrapper for Feature Selection Problems on High-dimensional DataJuan Gómez-López (CITIC, University of Granada), Juan Escobar (CITIC, University of Granada), Antonio Díaz (CITIC, University of Granada), Miguel Damas (CITIC, University of Granada), Francisco Gil-Montoya (Department of Engineering, University of Almería), Jesus González (CITIC, University of Granada)
CSDo Harsher Environments cause Selfish or Altruistic Behavior?Geoff Nitschke (UCT), Brandon Gower-Winter (UCT)
Evolving Robot Bodies with a Sense of DirectionEmiel Maarten Willem Kempen (Vrije Universiteit Amsterdam), Agoston E. Eiben (Vrije Universiteit Amsterdam)
Geodesics, Non-linearities and the Archive of Novelty SearchAchkan Salehi (Sorbonne University), Alexandre Coninx (Sorbonne University), Stephane Doncieux (Sorbonne University)
Fair Feature Subset Selection using Multiobjective Genetic AlgorithmAyaz Ur Rehman (North Dakota State University), Anas Nadeem (North Dakota State University), Muhammad Zubair Malik (North Dakota State University)
Human Activity Recognition Using Grammar-based Genetic ProgrammingJoão de Freitas (Universidade Federal de Juiz de Fora), Heder Bernardino (Universidade Federal de Juiz de Fora), Luciana Gonçalves (Universidade Federal de Juiz de Fora), Stênio Soares (Universidade Federal de Juiz de Fora)
Selecting Continuous Life-Like Cellular Automata for Halting Unpredictability: Evolving for AbiogenesisTyrell Davis (University of Vermont), Josh Bongard (University of Vermont)
EMLCascades of Evolutionary Support Vector MachinesWojciech Dudzik (Silesian University of Technology), Jakub Nalepa (Silesian University of Technology), Michal Kawulok (Silesian University of Technology)
Chaotic Genetic Bee Colony: Combining Chaos Theory and Genetic Bee Algorithm for Feature Selection in Microarray Cancer ClassificationSammuel Silva (CloudWalk, Inc.), Jadson Gertrudes (Universidade Federal de Ouro Preto)
CGP-NAS: Real-based solutions encoding for multi-objective evolutionary neural architecture searchCosijopii Garcia-Garcia (Instituto Nacional de Astrofísica, Óptica y Electrónica), Hugo Escalante (Instituto Nacional de Astrofísica, Óptica y Electrónica), Alicia Morales-Reyes (Instituto Nacional de Astrofísica, Óptica y Electrónica)
Implementing and Evaluating Parallel Evolutionary Algorithms in Modern GPU Computing LibrariesPatrik Valkovič (Charles University, Faculty of Mathematics and Physics), Martin Pilát (Charles University, Faculty of Mathematics and Physics)
An Edge Quality Aware Crossover Operator for Application to the Capacitated Vehicle Routing ProblemDarren Chitty (University of Exeter), William Yates (University of Exeter), Edward Keedwell (University of Exeter)
Improving the Differential Evolution Strategy by coupling it with CMA-ESEryk Warchulski (Institute of Computer Science, Warsaw University of Technology), Jarosław Arabas (Institute of Computer Science, Warsaw University of Technology), Rafał Biedrzycki (Institute of Computer Science, Warsaw University of Technology)
ECOMOn the Fitness Landscapes of Interdependency Models in the Travelling Thief ProblemMohamed El Yafrani (Aalborg University), Marcella Martins (Federal University of Technology – Paraná), Myriam Delgado (Federal University of Technology – Paraná), Ricardo Lüders (Federal University of Technology – Paraná), Peter Nielsen (Aalborg University), Markus Wagner (The University of Adelaide)
RWAEvolving Spaceships with a Hybrid L-system Constrained Optimisation Evolutionary AlgorithmRoberto Gallotta (Araya Inc.), Kai Arulkumaran (Araya Inc.), Lisa Soros (Cross Labs)
Selection schemes from evolutionary computing show promise for directed evolution of microbesAlexander Lalejini (University of Michigan), Emily Dolson (Michigan State University), Anya Vostinar (Carleton College), Luis Zaman (University of Michigan)
Initialisation and Grammar Design in Grammar-Guided Evolutionary ComputationGrant Dick (University of Otago), Peter Whigham (University of Otago)
An Optimization Strategy for the Complex Large-Scale Stockpile Blending ProblemYue Xie (The University of Adelaide), Aneta Neumann (The University of Adelaide), Frank Neumann (The University of Adelaide)
Interpretable pipelines with evolutionarily optimized modules for reinforcement learning tasks with visual inputsLeonardo Custode (University of Trento), Giovanni Iacca (University of Trento)
The pole balancing problem from the viewpoint of system flexibilityLéo Françoso Dal Piccol Sotto (Fraunhofer SCAI), Sebastian Mayer (Fraunhofer SCAI), Jochen Garcke (Institut für Numerische Simulation - Universität Bonn, Fraunhofer SCAI)
A Comparative Study of GP-based and State-of-the-art Classifiers on a Synthetic Machine Learning BenchmarkPatryk Orzechowski (University of Pennsylvania, AGH University of Science and Technology), Paweł Renc (Sano Science, AGH University of Science and Technology), William La Cava (Boston Children's Hospital), Jason Moore (Cedars-Sinai Medical Center), Arkadiusz Sitek (Sano Science), Jarosław Wąs (AGH University of Science and Technology), Joost Wagenaar (University of Pennsylvania)
Application of Nature Inspired Algorithms to Multi-objective Optimization of New Generation Network ProblemStanislaw Kozdrowski (Warsaw University of Technology), Kacper Wnuk (Warsaw University of Technology)
Bootstrapped Fitness Critics with Bidirectional Temporal DifferenceGolden Rockefeller (Oregon State University), Kagan Tumer (Oregon State University)
Efficient Guided Evolution for Neural Architecture SearchVasco Lopes (NOVA Lincs, Universidade da Beira Interior; DeepNeuronic), Miguel Santos (NOVA Lincs, Universidade da Beira Interior), Bruno Degardin (Universidade da Beira Interior, DeepNeuronic), Luís A. Alexandre (NOVA Lincs, Universidade da Beira Interior)
Multi-task Optimisation for Multi-objective Feature Selection in ClassificationJiabin Lin (Victoria University of Wellington), Qi Chen (Victoria University of Wellington), Bing Xue (Victoria University of Wellington), Mengjie Zhang (Victoria University of Wellington)
Black-Box Adversarial Attack via Overlapped ShapesPhoenix Williams (University of Exeter), Ke Li (University of Exeter), Geyong Min (University of Exeter)
Evolving Parsimonious Circuits through Shapley Value-based Genetic ProgrammingXinming Shi (University of Birmingham, Southern University of Science and Technology), Jiashi Gao (Southern University of Science and Technology), Leandro Minku (University of Birmingham), Xin Yao (Southern University of Science and Technology)
An Effective Metaheuristic-based Pruning Method for Convolutional Neural NetworkKai-Hsun Tsai (National Sun Yat-sen University), Chun-Wei Tsai (National Sun Yat-sen University), Ming-Chao Chiang (National Sun Yat-sen University)
CSMinimize Surprise MAP-Elites: A Task-Independent MAP-Elites Variant for SwarmsTanja Katharina Kaiser (University of Lübeck), Heiko Hamann (University of Lübeck)
Facility Location Problem And Permutation Flow Shop Scheduling Problem: A Linked Optimisation ProblemAkinola Ogunsemi (Robert Gordon University), John McCall (Robert Gordon University), Mathias Kern (British Telecom), Benjamin Lacroix (Robert Gordon University), David Corsar (Robert Gordon University), Gilbert Owusu (British Telecom)
Optimizing LLVM Pass Sequences with Shackleton: A Linear Genetic Programming FrameworkHannah Peeler (Arm), Shuyue Li (Department of Computer Science, Johns Hopkins University), Andrew Sloss (Arm), Kenneth Reid (Department of Animal Science, Michigan State University; BEACON Center for the Study of Evolution, Michigan State University), Yuan Yuan (Department of Compute Science and Engineering, Michigan State University; BEACON Center for the Study of Evolution, Michigan State University), Wolfgang Banzhaf (Department of Compute Science and Engineering, Michigan State University; BEACON Center for the Study of Evolution, Michigan State University)
NETowards Optimizing Neural Networks’ Connectivity and Architecture Simultaneously with Feature SelectionEvgenia Papavasileiou (Vrije Universiteit Brussel, imec), Jan Cornelis (Vrije Universiteit Brussel), Bart Jansen (Vrije Universiteit Brussel, imec)
On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization ProblemsJeroen Rook (University of Twente), Heike Trautmann (University of Münster), Jakob Bossek (University of Münster), Christian Grimme (University of Münster)
Balancing Teams with Quality-Diversity for Heterogeneous Multiagent CoordinationGaurav Dixit (Oregon State University), Kagan Tumer (Oregon State University)
Automatically Evolving Malice Scoring Models through Utilisation of Genetic Programming: A Cooperative Coevolution ApproachTaran Cyriac John (Victoria University of Wellington), Muhammad Shabbir Abbasi (Victoria University of Wellington, University of Agriculture Faisalabad), Harith Al-Sahaf (Victoria University of Wellington), Ian Welch (Victoria University of Wellington)
QDax: On the Benefits of Massive Parallelization for Quality-DiversityBryan Lim (Imperial College London), Maxime Allard (Imperial College London), Luca Grillotti (Imperial College London), Antoine Cully (Imperial College London)
Quantum Strategy of Population Initialization in Genetic AlgorithmJun Suk Kim (Gwangju Institute of Science and Technology), Chang Wook Ahn (Gwangju Institute of Science and Technology)
Evolving Polydisperse Soft Robotic Jamming GrippersSeth Fitzgerald (CSIRO, QUT), Gary Delaney (CSIRO), David Howard (CSIRO), Frederic Maire (QUT)
NESynaptic Pruning with MAP-ElitesFederico Da Rold (Ochanomizu University; Cross Labs, Cross Compass Ltd.), Olaf Witkowski (Cross Labs, Cross Compass Ltd.; Tokyo Institute of Technology), Nathanael Aubert-Kato (Ochanomizu University)
EMLEvoJAX: Hardware-Accelerated NeuroevolutionYujin Tang (Google), Yingtao Tian (Google), David Ha (Google)
A Hybrid Optimization Tool For Active Magnetic RegeneratorAnna Ouskova Leonteva (University of Strasbourg), Michel Risser (Ubiblue), Radia Hamane (University of Caen), Anne Jeannin Girardon (University of Strasbourg), Pierre Parrend (EPITA), Pierre Collet (University of Strasbourg)
Using Evolutionary Game Theory to Understand Scalability in Task AllocationMostafa Rizk (Monash University), Julian Garcia (Monash University), Aldeida Aleti (Monash University), David Green (Monash University)
Growth-Based Morphological Development: A Natural Approach to Fitness Landscape ShapingMartin Naya-Varela (University of A Coruña), Andrés Faina (IT University of Copenhagen), Richard Duro (University of A Coruña)
Heuristic Strategies for Solving the Combinatorial Optimization Problem in Credit Risk Assessment: A Real-World Case StudyYongfeng Gu (Ant Group), Hao Ding (Ant Group), Kecai Gu (Ant Group), Runsheng Gan (Ant Group), Xiaoguang Huang (Ant Group), Yanming Fang (Ant Group), Zhigang Hua (Ant Group), Hua Wu (Ant Group), Jifeng Xuan (Wuhan University), Jun Zhou (Ant Group)
EMLOn stochastic evolving algorithmsIztok Fister (University of Maribor), Iztok Fister (University of Maribor)
Ant Colony Optimization with Shortest Route Biased Dispatch for Visiting Constrained Multiple Traveling Salesmen ProblemCong Bao (Nanjing University of Information Science and Technology), Qiang Yang (Nanjing University of Information Science and Technology), Xu-Dong Gao (Nanjing University of Information Science and Technology), Zhen-Yu Lu (Nanjing University of Information Science and Technology), Jun Zhang (Hanyang University)
Bayesian Model Selection for Reducing Bloat and Overfitting in Genetic Programming for Symbolic RegressionGeoffrey Bomarito (NASA Langley Research Center), Patrick Leser (NASA Langley Research Center), Nolan Strauss (University of Utah), Karl Garbrecht (University of Utah), Jacob Hochhalter (University of Utah)
Enhancing MOEA/D with Learning: Application to Routing Problems with Time WindowsClément Legrand (Université de Lille), Diego Cattaruzza (Université de Lille, Inria Lille - Nord Europe), Laetitia Jourdan (Université de Lille), Marie-Eléonore Kessaci (Université de Lille)
CSComparison of Evolutionary Multi-Objective Optimization Algorithms Using Imitation GameYuji Sato (Hosei University)
ACO-SIParticle Swarm Optimization with Average-Fitness Based SelectionStephen Chen (York University), Shanshan Lao (York University), Irene Moser (Swinburne University of Technology)
AutoMoDe-Pomodoro: An Evolutionary Class of Modular DesignsNicolas Cambier (Vrije Universiteit Amsterdam), Eliseo Ferrante (Vrije Universiteit Amsterdam, Technology Innovation Institute)
Exploiting Landscape Features for Fitness Prediction in University TimetablingThomas Feutrier (Université de Lille), Nadarajen Veerapen (Université de Lille), Marie-Éléonore Kessaci (Université de Lille)
Evolving Convolutional Neural Networks for Intrusion Detection System Using Hybrid Multi-Strategy Aquila OptimizerWei Sun (Nanjing University of Science and Technology), Qianmu Li (Nanjing University of Science and Technology), Pengchuan Wang (Nanjing University of Science and Technology), Jun Hou (School of Social Science, Nanjing Vocational University of Industry Technology)
Evolutionary Constrained Multi-task Optimization: Benchmark Problems and Preliminary ResultsYanchi Li (China University of Geosciences), Wenyin Gong (China University of Geosciences), Shuijia Li (China University of Geosciences)
Policy Network for Solving Flexible Job Shop Scheduling Problem With SetupTimes and Rescoure ConstraintsNing Xu (East China Normal University), Tian-Ming Bu (East China Normal University)
Active Learning Improves Performance on Regression Tasks inStackGPNathaniel Haut (Michigan State University), Wolfgang Banzhaf (Michigan State University), Bill Punch (Michigan State University)
Improving DSMGA-II Performance on Hierarchical Problems by Introducing Preservative Back MixingChi-Meng Ngai (National Taiwan University), Tian-Li Yu (National Taiwan University)
Evolutionary-based Automated Testing for GraphQL APIsAsma Belhadi (Kristiania University College), Man Zhang (Kristiania University College), Andrea Arcuri (Kristiania University College, Oslo Metropolitan University)
Adapting Mutation and Recombination Operators to Range-Aware Relations in Real-World Application DataChristina Plump (DFKI), Bernhard Berger (Hamburg Institute of Technology), Rolf Drechsler (University of Bremen)
A Hyper-Heuristic Approach for the PDPTWAmir Nasiri (University of Exeter), Edward Keedwell (University of Exeter), Raphael Dorne (British Telecommunications Group), Mathias Kern (British Telecommunications Group), Gilbert Owusu (British Telecommunications Group)
Rethinking of Controller Placement Problem from Static Optimization to Multi-objective Dynamic OptimizationSanjai Pathak (Amity University, Uttar Pradesh, Noida), Ashish Mani (Amity University, Uttar Pradesh, Noida), Mayank Sharma (Amity University, Uttar Pradesh, Noida), Amlan Chatterjee (California State University, Dominguez Hills, Carson)
ENUMDistributed Evolution Strategies for Large Scale OptimizationQiqi Duan (Harbin Institute of Technology, Southern University of Science and Technology), Guochen Zhou (Southern University of Science and Technology), Chang Shao (University of Technology Sydney), Yijun Yang (University of Technology Sydney), Yuhui Shi (Southern University of Science and Technology)
Reduction of Genetic Drift in Population-Based Incremental Learning via Entropy RegularizationRyoki Hamano (Yokohama National University), Shinichi Shirakawa (Yokohama National University)
Learning to Balance Exploration and Exploitation in Pareto Local Search for Multi-objective Combinatorial OptimizationHaotian Zhang (Xi'an Jiaotong University), Jialong Shi (Xi'an Jiaotong University), Jianyong Sun (Xi'an Jiaotong University), Zongben Xu (Xi'an Jiaotong University)
Evolutionary operation settings for outcome accumulation type evolutionary rule discovery methodShogo Matsuno (Gunma University), Kaoru Shimada (Gunma University)
Cost-sensitive Classification Tree Induction as a Bi-level Optimization ProblemRihab Said (SMART Lab, ISG, University of Tunis), Maha Elarbi (SMART Lab, ISG, University of Tunis), Slim Bechikh (SMART Lab, ISG, University of Tunis), Carlos A. Coello Coello (CINVESTAV-IPN), Lamjed Ben Said (SMART Lab, ISG, University of Tunis)
Comparing different Metaheuristics for Model Selection in a Supervised Learning Classifier SystemJonathan Wurth (Universität Augsburg), Michael Heider (Universität Augsburg), Helena Stegherr (Universität Augsburg), Roman Sraj (Universität Augsburg), Jörg Hähner (Universität Augsburg)
A Hybrid Self-Adapting Multi-Swarm Algorithm Based on PSO and CMA-ES for Continuous Dynamic OptimizationShakhnaz Akhmedova (Reshetnev Siberian State University of Science and Technology), Vladimir Stanovov (Reshetnev Siberian State University of Science and Technology), Aleksei Vakhnin (Reshetnev Siberian State University of Science and Technology)
Networks of evolution: Modelling and deconstructing genetic algorithmsClodomir Santana (University of Exeter), Edward Keedwell (University of Exeter), Ronaldo Menezes (University of Exeter)
EMLEvolvable Hybrid Ensembles for Musical Genre ClassificationDaniel Kostrzewa (Silesian University of Technology), Michal Ciszynski (Silesian University of Technology), Robert Brzeski (Silesian University of Technology)
Exact and Sequential Penalty Weights in Quadratic Unconstrained Binary Optimisation with a Digital AnnealerMarcos Diez García (University of Exeter), Mayowa Ayodele (Fujitsu Research of Europe Ltd.), Alberto Moraglio (University of Exeter)
Neuroevolution of Recurrent Architectures on Control TasksMaximilien Le Clei (Montreal University Geriatric Institute), Pierre Bellec (Montreal University Geriatric Institute)
ECOMCooperative Co-Evolutionary Memetic Algorithm for Pickup and Delivery Problem with Time WindowsMiroslaw Blocho (Future Processing), Tomasz Jastrzab (Silesian University of Technology), Jakub Nalepa (Silesian University of Technology)
Exploring the Decision and Objective Space of SAT Constrained Multi-Objective ProblemsFelipe Honjo Ide (Shinshu University), Hernan Aguirre (Shinshu University), Minami Miyakawa (Shinshu University), Darrell Whitley (Colorado State University)
Espresso to the rescue of Genetic Programming facing exponential complexityNicolas Potvin (Université Libre de Bruxelles), Hugues Bersini (Université Libre de Bruxelles), Dragomir Milojevic (Université Libre de Bruxelles)
Routing for Bridge Inspecting Robots Using a Meta-heuristic Genetic AlgorithmBryan Dedeurwaerder (University of Nevada, Reno), Sushil Louis (University of Nevada, Reno), Siming Liu (Missouri State University), Nicholas Harris (University of Nevada, Reno)
Using Domain Knowledge in Coevolution and Reinforcement Learning to Simulate a Logistics EnterpriseYing Zhao (Naval Postgraduate School), Erik Hemberg (Massachusetts Institute of Technology, CSAIL), Nate Derbinsky (Northeastern University), Gabino Mata (United States Marine Corps), Una-May O'Reilly (Massachusetts Institute of Technology, CSAIL)
KDE-GAN: Enhancing Evolutionary GAN With Knowledge Distillation and Transfer LearningZheping Liu (RMIT University), Andy Song (RMIT University), Nasser Sabar (La Trobe Univeristy)
Localized Distance and Time-based Differential Evolution for Multimodal Optimization ProblemsHong Zhao (Xidian University), Jia Li (Xidian University), Jing Liu (Xidian University)
GPA preliminary study of Prediction Interval Methods with Genetic ProgrammingKarina Brotto Rebuli (University of Torino), Mario Giacobini (University of Torino), Niccolò Tallone (University of Torino), Leonardo Vanneschi (Universidade Nova de Lisboa)
Surrogate Models for IoT Task Allocation OptimizationDominik Weikert (Otto von Guericke University Magdeburg), Christoph Steup (Otto von Guericke University Magdeburg), Sanaz Mostaghim (Otto von Guericke University Magdeburg)
Going Faster and Hence Further with Lexicase SelectionLi Ding (University of Massachusetts Amherst), Ryan Boldi (University of Massachusetts Amherst), Thomas Helmuth (Hamilton College), Lee Spector (Amherst College, University of Massachusetts Amherst)
MOPINNs: An Evolutionary Multi-Objective Approach to Physics-Informed Neural NetworksTaco de Wolff (Inria Chile Research Center), Hugo Carrillo (Inria Chile Research Center), Luis Martí (Inria Chile Research Center), Nayat Sánchez-Pi (Inria Chile Research Center)
Cooperative Attack-Defense Evolution of Large-Scale Agents: A Multi-Population High-Dimensional Mean-Field Game ApproachGuofang Wang (School of Mathematical Sciences, Beihang University), Xiao Zhang (School of Mathematical Sciences, Beihang University), Wang Yao (School of Mathematical Sciences, Beihang University), Lu Ren (School of Mathematical Sciences, Beihang University)
Failed Disruption Propagation in Integer Genetic ProgrammingWilliam langdon (ucl)
On Generalizing the Power Function Exponent Constructions with Genetic ProgrammingClaude Carlet (University of Bergen), Domagoj Jakobovic (University of Zagreb), Stjepan Picek (Radboud University)
NEAccelerating Neural Architecture Exploration Across Modalities Using Genetic AlgorithmsDaniel Cummings (Intel Corporation), Sharath Sridhar (Intel Corporation), Anthony Sarah (Intel Corporation), Maciej Szankin (Intel Corporation)
EMOEstimating the Quality of Initial Populations in Multi-Objective Evolutionary AlgorithmsTobias Benecke (Otto-von-Guericke University), Sanaz Mostaghim (Otto-von-Guericke University)
A Hyper-Heuristic Approach for Artificial Teeth SchedulingFelix Winter (TU Wien), Nysret Musliu (TU Wien)
Novelty Driven Evolutionary Neural Architecture SearchNilotpal Sinha (National Yang Ming Chiao Tung University), Kuan-Wen Chen (National Yang Ming Chiao Tung University)
A Single Neural Cellular Automaton for Body-Brain Co-evolutionSidney Pontes-Filho (Oslo Metropolitan University, Norwegian University of Science and Technology), Kathryn Walker (IT University of Copenhagen), Elias Najarro (IT University of Copenhagen), Stefano Nichele (Oslo Metropolitan University, Simula Metropolitan Centre for Digital Engineering), Sebastian Risi (IT University of Copenhagen)