- The review process is now over: 138 papers have been accepted as full papers. They will be published in the Proceedings (and hence in the Digital Library) and presented during one of the sessions of the conference. See the list below (dynamic search by typing text in the column headers).
- See also the list of the 26 nominees for Best Papers.
- The Call for Papers and the Papers submission information and the Papers submission instruction are still available for your information.
| Track | Title | Authors |
|---|---|---|
| EML | A hybrid approach for sleep stages classification | Abdelhamid Ouanes (Optimization Strategies and Intelligent Information Engineering Laboratory (SOIE Lab) Higher Institute of Management of Tunis (ISG) Le Bardo Tunisia)
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| EML | Evolving LSTMs with Maximum Information Objective to Achieve Deep Memory | Aditya Rawal (University of Texas at Austin)
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| DETA | General Video Game Level Generation | Ahmed Khalifa (New York University)
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| SBSE | Test Case Prioritization of Configurable Cyber-Physical Systems with Weight-Based Search Algorithms | Aitor Arrieta (Mon |
| THEORY | The Impact of Migration Topology on the Runtime of Island Models in Dynamic Optimization | Andei Lissovoi (Technical University of Denmark)
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| ACO-SI | ACO-inspired Acceleration of Gossip Averaging | Andreas Janecek (University of Vienna)
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| EMO | A Faster Algorithm for the Binary Epsilon Indicator Based on Orthant Minimum Search | Andrey Vasin (ITMO University)
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| ACO-SI | Using Mutual Information to build dynamic neighbourhoods for Particle Swarm Optimisation | Ángel Arturo Rojas-García (Center for Research in Mathematics)
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| ECOM | A Population-based Local Search Technique with Random Descent and Jump for the Steiner Tree Problem in Graphs | Angus Kenny (RMIT University)
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| SBSE | A Search-based Training Algorithm for Cost-aware Defect Prediction | Annibale Panichella (Delft University of Technology)
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| RWA | Improving File Compression Using Evolved Cellular Automata | Annie S. Wu (University of Central Florida)
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| EMO | A Correlation Analysis of Set Quality Indicator Values in Multiobjective Optimization | Arnaud Liefooghe (Univ. Lille France)
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| CO | Analysis of Linear Convergence of a (1 + 1)-ES with Augmented Lagrangian Constraint Handling | Asma Atamna (Inria)
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| ACO-SI | A Mixed-Attribute Approach in Ant-Miner Classification Rule Discovery Algorithm | Ayah Mohamed Helal (University of Kent)
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| GA | Estimating the Advantage of Age-Layering in Evolutionary Algorithms | Babak Hodjat (Sentient Technologies Inc.)
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| THEORY | Optimal Parameter Choices via Precise Black-Box Analysis | Benjamin Doerr (Ecole Polytechnique France)
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| AIS-BIO | Artificial Immune Systems can Beat Evolutionary Algorithms in Combinatorial Optimisation | Benjamin Doerr (École Polytechnique Université Paris-Saclay France)
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| EMO | Runtime Analysis of Evolutionary Diversity Maximization for OneMinMax | Benjamin Doerr (École Polytechnique Université Paris-Saclay)
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| THEORY | The Right Mutation Strength for Multi-Valued Decision Variables | Benjamin Doerr (Ecole Polytechnique)
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| THEORY | Optimal Parameter Settings for the (1+(lambdalambda)) Genetic Algorithm | Benjamin Doerr (Ecole Polytechnique) |
| GA | Runtime Analysis for the Parameter-less Population Pyramid | Brian Wesley Goldman (Michigan State University)
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| THEORY | The (1+1) Elitist Black-Box Complexity of LeadingOnes is $\Theta(n^2)$ | Carola Doerr (CNRS and UPMC Paris)
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| RWA | New bounds for Office Space Allocation using Tabu Search | Castillo Francisco (Universidad Técnica Federico Santa María)
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| ACO-SI | Curvature Flight Path for Particle Swarm Optimisation | Cheng Wai Kheng (Universiti Tunku Abdul Rahman)
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| CS | Convolution by Evolution: Differentiable Pattern Producing Networks | Chrisantha Fernando (Google Deepmind)
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| ECOM | Extension of the CMSA Algorithm: An LP-based Way for Reducing Sub-instances | Christian Blum (UPV/EHU Ikerbasque)
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| THEORY | Optimal Mutation Rates for the (1+λ) EA on OneMax | Christian Gießen (Technical University of Denmark)
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| CS | How do different encodings influence the performance of the MAP-Elites algorithm? | Danesh Tarapore (University of York)
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| RWA | Fine Tuning of the Traffic in our Cities with Smart Panels: The Quito City Case Study | Daniel H. Stolfi (University of Malaga)
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| GA | Surprise Search: Beyond Objectives and Novelty | Daniele Gravina (Institute of Digital Games University of Malta Malta)
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| RWA | Evolutionary design of fast high-quality hash functions for network applications | David Grochol (FIT BUT Czech Republic)
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| RWA | Evolutionary Learning of Schedulers for Heterogeneous Networks using Evaluative and Instructive Feedback | David Lynch (University College Dublin)
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| GP | A New Wave: A Dynamic Approach to Genetic Programming | David Medernach (BDS Group CSIS Department University of Limerick Ireland)
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| SBSE | Search-Based Cost-Effective Test Case Selection for Manual Execution within Time Budget: An Empirical Study | Dipesh Pradhan (Simula Research Laboratory)
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| ACO-SI | Update Strength in EDAs and ACO: How to Avoid Genetic Drift | Dirk Sudholt (University of Sheffield)
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| GA | Escaping Local Optima with Diversity Mechanisms and Crossover | Duc-Cuong Dang (University of Nottingham)
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| CS | A Many-task Approach to Behavior Characterization for Novelty Search | Elliot Meyerson (The University of Texas at Austin)
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| AIS-BIO | A Novel EA-based Memetic Approach for Efficiently Mapping Complex Fitness Landscape | Emmanuel Sapin (George Mason University)
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| PES | Evaluation-Time Bias in Quasi-Generational and Steady-State Asynchronous Evolutionary Algorithms | Eric O. Scott (George Mason University)
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| CO | Experimental Investigation of Recombination Operators for Differential Evolution | Felipe Campelo (Department of Electrical Engineering Universidade Federal de Minas Gerais)
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| ECOM | Efficient Hill Climber for Pseudo-Boolean Optimization Problems with Constraints | Francisco Chicano (University of Malaga)
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| ECOM | Additional Dimensions to the Study of Funnels in Combinatorial Landscapes | Gabriela Ochoa (University of Stirling)
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| DETA | Discovering combos in fighting games with evolutionary algorithms | Gianlucca Zuin (Universidade Federal de Minas Gerais)
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| EML | Simple Evolutionary Optimization Can Rival Stochastic Gradient Descent in Neural Networks | Gregory Morse (University of Central Florida)
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| PES | The Seamless Peer And Cloud Evolution Framework | Guillaume Leclerc (École Polytechnique Fédérale de Lausanne)
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| CS | Evolvability Search: Directly Selecting for Evolvability in Order to Study and Produce It | Henok S. Mengistu (University of Wyoming)
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| GA | A Parallel Hybrid Genetic Algorithm for the k-Edge-Connected Hop-Constrained Network Design Problem | Ibrahima Diarrassouba (Le Havre University)
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| EML | Human-inspired scaling in Learning Classifier Systems: Case study on the n-bit Multiplexer Problem Set | Isidro Alvarez (Victoria University of Wellington)
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| EML | Using an Ant Colony Optimization Algorithm for Monotonic Regression Rule Discovery | James Brookhouse (University of Kent)
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| RWA | Planning Habitat Restoration with Genetic Algorithms | Jana Brotankova (James Cook University)
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| GA | Exploiting Diverse Distance Metrics for Surrogate-Based Optimisation of Ordering Problems | Jim Smith (University of the West of England)
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| RWA | Measuring Source Code Similarity by Finding Similar Subgraph with an Incremental Genetic Algorithm | Jinhyun Kim (Seoul National University)
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| EML | Evolving Probabilistically Significant Epistatic Classification Rules for Heterogeneous Big Data Sets | John P. Hanley (University of Vermont)
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| CS | Does Aligning Phenotypic and Genotypic Modularity Improve the Evolution of Neural Networks? | Joost Huizinga (University of Wyoming)
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| RWA | Grammatical Evolutionary Techniques for Prompt Migraine Prediction | Josué Pagán (Complutense University of Madrid)
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| PES | Performance for the masses: Experiments with A Web Based Architecture to Harness Volunteer Resources for Low Cost Distributed Evolutionary Computation | Juan Julián Merelo Guervós (U. Granada)
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| ECOM | On the Impact of the Renting Rate for the Unconstrained Nonlinear Knapsack Problem | Junhua Wu (University of Adelaide)
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| RWA | Fast and effective optimisation of arrays of submerged wave energy converters | Junhua Wu (University of Adelaide)
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| RWA | Planning Inspection Paths through Evolutionary Multi-objective Optimization | Kai Olav Ellefsen (SENAI CIMATEC)
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| GA | Breaking the Billion Variable Barrier in Real-World Optimization Using a Customized Evolutionary Algorithm | Kalyanmoy Deb (Michigan State University)
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| SBSE | A Combined Generative and Selective Hyper-heuristic for the Vehicle Routing Problem | Kevin Sim (Edinburgh Napier University)
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| CO | Population Size Adaptation for the CMA-ES Based On the Estimation Accuracy of the Natural Gradient | Kouhei Nishida (Shinshu University)
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| EML | Improving the Canny Edge Detector Using Automatic Programming: Improving Non-Max Suppression | Lars Vidar Magnusson (Østfold University College)
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| IGEC | Classification of Cardiac Arrhythmia by Random Forests with Features Constructed by Kaizen Programming using Linear Genetic Programming | Léo Françoso Dal Piccol Sotto (Universidade Federal de São Paulo)
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| GP | Automatically Designing More General Mutation Operators of Evolutionary Programming for Groups of Function Classes Using a Hyper-Heuristic | Libin Hong (University of Nottingham) |
| GP | A Dispersion Operator for Geometric Semantic Genetic Programming | Luiz Otavio V. B. Oliveira (UFMG)
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| DETA | Two-Dimensional Barcode Decoration Using Module-wise Non-systematic Coding and Cooperative Evolution by User and System | Makoto Kamizono (Kagoshima University)
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| ECOM | HMOBEDA: Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm | Marcella Scoczynski Ribeiro Martins (Federal University of Technology (UTFPR))
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| GP | Reducing Antagonism between Behavioral Diversity and Fitness in Semantic Genetic Programming | Marcin Szubert (University of Vermont)
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| RWA | A Hybrid Multi-Population Genetic Algorithm for UAV Path Planning | Marcio da Silva Arantes (ICMC/USP)
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| SBSE | Learning Overtime Dynamics Through Multiobjective Optimization | Márcio de Oliveira Barros (Federal University of the State of Rio de Janeiro)
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| RWA | Selection of a DFO Method for the Efficient Solution of Continuous Constrained Sub-Problems within a Memetic Algorithm for Chemical Process Synthesis | Maren Urselmann (TU Dortmund University Chair of Process Dynamics and Operations)
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| CS | Quantifying Deception: A Case Study in the Evolution of Antimicrobial Resistance | Margaret J. Eppstein (University of Vermont)
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| ECOM | Multi-objective Neutral Neighbors? What could be the definition(s)? | Marie-Eléonore Marmion (University of Lille)
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| THEORY | Noisy Optimization: Fast Convergence Rates with Comparison-Based Algorithms | Marie-Liesse Cauwet (INRIA)
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| EMO | Tuning of Multiple Parameter Sets in Evolutionary Algorithms | Martin Andersson (University of Skövde)
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| RWA | Evolutionary Multiobjective Optimization of Winglets | Mateus Augusto Malta Teixeira (Department of Mechanical Engineering Duke University)
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| CS | Accelerating the Evolution of Cognitive Behaviors Through Human-Computer Collaboration | Mathias Löwe (IT University of Copenhagen)
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| EMO | Experiments on Greedy and Local Search Heuristics for d-dimensional Hypervolume Subset Selection | Matthieu Basseur (Université d'Angers)
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| EMO | A novel multi-objective optimization-based image registration method | Meifeng Shi (College of Computer Science Chongqing University)
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| ECOM | Multi-hard problems in uncertain environment | Michal Przybylek (Polish-Japanese Academy of Information Technology)
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| CS | EvoRBC: Evolutionary Repertoire-based Control for Robots with Arbitrary Locomotion Complexity | Miguel Duarte (Instituto Universitário de Lisboa (ISCTE-IUL))
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| GP | Managing Repetition in Grammar-Based Genetic Programming | Miguel Nicolau (University College Dublin)
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| ECOM | Game theory Extremal optimization and Community Structure Detection in Complex Networks | Mihai Alexandru Suciu (Babes-Bolyai University)
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| CS | Inspiration-Triggered Search: Towards Higher Complexities by Mimicking Creative Processes | Milan Rybar (University of Paderborn Germany)
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| RWA | A Sparse Recurrent Neural Network for Trajectory Prediction of Atlantic Hurricanes | Mina Moradi Kordmahalleh (North Carolina A&T State University)
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| RWA | Multiobjective Neuroevolutionary Control for a Fuel Cell Turbine Hybrid Energy System | Mitchell Colby (Oregon State University)
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| EMO | Karush-Kuhn-Tucker Proximity Measure for Multi-Objective Optimization Based on Numerical Gradients | Mohamed Abouhawwash (Michigan State University)
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| ECOM | Population-based vs. Single-solution Heuristics for the Travelling Thief Problem | Mohamed El Yafrani (Mohammed V University in Rabat)
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| CS | Neuromodulation Improves the Evolution of Forward Models | Mohammad Sadegh Norouzzadeh (University of Wyoming)
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| ECOM | On the design of hard mUBQP instances | Murilo Zangari (Federal University of Parana)
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| RWA | A Rule-based Pattern Search with a Genetic Algorithm | Myoung Hoon Ha (School of Computer Science & Engineering Seoul National University)
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| RWA | Grammatical Evolution Enhancing Simulated Annealing for the Load Balancing Problem in Cloud Computing | Nasser R. Sabar (RMIT University Australia)
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| ECOM | Ants can Learn from the Opposite | Nicolás Rojas-Morales (Universidad Técnica Federico Santa María)
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| ECOM | Cellular genetic algorithm for solving a routing on-demand Transit Problem | Olfa Chebbi (Institut Supérieur de Gestion de Tunis Université de Tunis)
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| GA | Hidden Genes Genetic Algorithms for Systems Architecture Optimization | Ossama Abdelkhalik (Michigan Tech University)
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| CO | Permuted Orthogonal Block-Diagonal Transformation Matrices for Large Scale Optimization Benchmarking | Ouassim AIT ELHARA (TAO Team INRIA Saclay–Île-de-France LRI Paris Sud University Saclay University)
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| CO | Low-Budget Exploratory Landscape Analysis on Multiple Peaks Models | Pascal Kerschke (University of Münster)
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| RWA | Evolutionary Feature Subset Selection based on Compression-based Entropy Estimation | Pavel Krömer (VSB-TU Ostrava)
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| GP | Non-negative Matrix Factorization for Unsupervised Derivation of Search Objectives in Genetic Programming | Paweł Liskowski (Institute of Computing Science Poznan University of Technology)
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| GA | Expanding from Discrete Cartesian to Permutation Gene-pool Optimal Mixing Evolutionary Algorithms | Peter A.N. Bosman (Centrum Wiskunde & Informatica (CWI))
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| THEORY | When Non-Elitism Outperforms Elitism for Crossing Fitness Valleys | Pietro S. Oliveto (University of Sheffield)
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| GP | Improving Generalisation of Genetic Programming for Symbolic Regression with Structural Risk Minimisation | Qi Chen (Victoria University of Wellington)
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| EML | Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science | Randal Shadburt Olson (University of Pennsylvania)
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| EMO | A Multi-Objective Evolutionary Algorithm based on Parallel Coordinates | Raquel Hernández (CINVESTAV-IPN)
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| CS | Evolving Neural Turing Machines for Reward-based Learning | Rasmus Boll Greve (IT University of Copenhagen)
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| EMO | A Generative Kriging Surrogate Model for Constrained and Unconstrained Multi-objective Optimization | Rayan Zakaria Hussein (Michigan State University)
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| EML | A New Evaluation Function for Clustering: The NK Internal Validation Criterion | Renato Tinos (University of São Paulo)
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| RWA | Finding interactions or relationships between customer orders for building better batches by means of an estimation of distribution algorithm-based approach for the online order batching problem | Ricardo Pérez-Rodríguez (CIMATAC)
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| GP | Discovering Rubik's Cube Subgroups using Coevolutionary GP - A Five Twist Experiment | Robert Smith (Dalhousie University)
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| ECOM | Evolutionary approaches to optimization problems in Chimera topologies | Roberto Santana (University of the Basque Country (UPV/EHU))
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| CS | Identifying Core Functional Networks and Functional Nodules within Neural Networks via Subsets Regression | Roby Velez (University of Wyoming)
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| ACO-SI | The Influence of Hereditary Models on Adaptability in Evolutionary Swarms | Ruby Louisa Viktoria Moritz (Otto-von-Guericke-Universität Magdeburg)
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| RWA | A Genetic Decomposition Algorithm for Predicting Rainfall within Financial Weather Derivatives | Sam Alexander Cramer (University of Kent)
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| CO | Analysis of Different Types of Regret in Continuous Noisy Optimization | Sandra Astete-Morales (INRIA Saclay)
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| RWA | A Real World Multi-UAV Evolutionary Planner for Minimum Time Target Detection | Sara Perez-Carabaza (Universidad Complutense de Madrid)
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| ACO-SI | Geometric Particle Swarm Optimization for Multi-objective Optimization Using Decomposition | Saúl Zapotecas-Martínez (SHINSHU University)
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| ECOM | Communities of Local Optima as Funnels in Fitness Landscapes | Sebastian Herrmann (Johannes Gutenberg-Universität Mainz)
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| EMO | Bio-inspired multi-objective optimization design of a highly efficient squirrel cage induction motor | Sergio Felipe Contreras Paredes (Universidad Nacional de Colombia Sede Bogotá)
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| ACO-SI | A New Discrete Particle Swarm Optimization Algorithm | Shane Strasser (Montana State University)
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| RWA | Neuroevolution of a Hybrid Power Plant Simulator | Shauharda Khadka (Oregon State University)
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| EMO | A Toolkit for Generating Scalable Stochastic Multiobjective Test Problems | Shaul Salomon (The University of Sheffield)
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| ECOM | Fast Heuristics for the Multiple Traveling Thieves Problem | Shelvin Chand (UNSW Canberra)
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| EMO | Active Learning and Multi-Objective Evolutionary Algorithms for Sustainable Building Design | Siamak Safarzadegan Gilan (georgia institute of technology)
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| ECOM | A Simulated Annealing Algorithm for Maximum Common Edge Subgraph Detection in Biological Networks | Simon Jonas Larsen (University of Southern Denmark)
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| EML | A Wavelet-based Encoding for Neuroevolution | Sjoerd van Steenkiste (Department of Knowledge Engineering Maastricht University)
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| ACO-SI | Relaxing Consensus in Distributed Factored Evolutionary Algorithms | Stephyn Butcher (Johns Hopkins University)
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| GP | Evolving Algebraic Constructions for Designing Bent Boolean Functions | Stjepan Picek (KU Leuven, Belgium)
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| RWA | Tackling the IFP Problem with the Preference-Based Genetic Algorithm | Sune Steinbjorn Nielsen (University of Luxembourg)
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| RWA | Benchmarks for the coal processing and blending problem | Sven Schellenberg (RMIT University)
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| SBSE | Grammatical Evolution for the Multi-Objective Integration and Test Order Problem | Thainá Mariani (Federal University of Parana)
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| GP | The Impact of Hyperselection on Lexicase Selection | Thomas Helmuth (Washington and Lee University)
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| DETA | Evolutionary Type Design | Tiago Martins (Center for Informatics and Systems of the University of Coimbra)
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| GP | Quantitative Analysis of Evolvability using Vertex Centralities in Phenotype Network | Ting Hu (Memorial University)
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| GA | Fast Building Block Assembly by Majority Vote Crossover | Tobias Friedrich (Hasso Plattner Institute Potsdam Germany)
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| THEORY | EDAs cannot be Balanced and Stable | Tobias Friedrich (Hasso Plattner Institute)
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| DETA | Demonstrating the Feasibility of Automatic Game Balancing | Vanessa Volz (TU Dortmund University)
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| GP | Epsilon-lexicase Selection for Regression | William La Cava (University of Massachusetts Amherst)
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| EML | Transferable XCS | Xianneng Li (Dalian University of Technology)
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| EML | Fast Bi-Objective Feature Selection Using Entropy Measures and Bayesian Inference | Yi Mei (Victoria University of Wellington)
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| ECOM | Feature Selection in Evolving Job Shop Dispatching Rules with Genetic Programming | Yi Mei (Victoria University of Wellington)
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| CO | Projection-Based Restricted Covariance Matrix Adaptation for High Dimension | Youhei Akimoto (Shinshu University)
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| PES | Hardware-Accelerated Parallel Genetic Algorithm for Fitness Functions with Variable Execution Times | yunfeng ma (University of York)
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| RWA | Artificial Multi-Bee-Colony Algorithm for k-Nearest-Neighbor Fields Search | Yunhai Wang (Shandong University)
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| RWA | Finding Reliable Solutions in Bilevel Optimization Problems Under Uncertainties | Zhichao Lu (Michigan State University)
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