ECOM | Automatic Design of Multi-Objective Local Search Algorithms | Aymeric Blot (Université de Lille, CRIStAL), Laetitia Jourdan (Université de Lille, CRIStAL), Marie-Éléonore Kessaci-Marmion (Université de Lille, CRIStAL) |
EML | Evolving Memory-Augmented Neural Architecture for Deep Memory Problems | Shauharda Khadka (Oregon State University), Jen Jen Chung (Oregon State University), Kagan Tumer (Oregon State University) |
EMO | Improved Incremental Non-dominated Sorting for Steady-State Evolutionary Multiobjective Optimization | Ilya Yakupov (ITMO University), Maxim Buzdalov (ITMO University) |
ACO-SI | Analysis of Independent Roulette Selection in Parallel Ant Colony Optimization | Huw Lloyd (Manchester Metropolitan University), Martyn Amos (Manchester Metropolitan University) |
GA | Optimizing One Million Variables NK Landscapes by Hybridizing Deterministic Recombination and Local Search | Francisco Chicano (University of Malaga), Darrell Whitley (Colorado State University), Gabriela Ochoa (University of Stirling), Renato Tinós (University of Sao Paulo) |
RWA | Heuristic Allocation of Computational Resources | Silviu Tofan (University of Manchester), Richard Allmendinger (University of Manchester), Manuela Zanda (ARM), Olly Stephens (ARM) |
GECH | Investigating Uncertainty Propagation in Surrogate-Assisted Evolutionary Algorithms | Vanessa Volz (TU Dortmund University), Günter Rudolph (TU Dortmund University), Boris Naujoks (TH Köln - University of Applied Sciences) |
CS | Discovering Evolutionary Stepping Stones through Behavior Domination | Elliot Meyerson (The University of Texas at Austin; and Sentient Technologies, Inc.), Risto Miikkulainen (The University of Texas at Austin; and Sentient Technologies, Inc.) |
ECOM | Distributed Evolutionary k-way Node Separators | Peter Sanders (Karlsruhe Institute of Technology), Christian Schulz (University of Vienna), Darren Strash (Colgate University), Robert Williger (Karlsruhe Institute of Technology) |
ENUM | TPAM: A Simulation-Based Model for Quantitatively Analyzing Parameter Adaptation Methods | Ryoji Tanabe (Southern University of Science and Technology), Alex Fukunaga (The University of Tokyo) |
GP | How Noisy Data Affects Geometric Semantic Genetic Programming | Luis F. Miranda (Federal University of Minas Gerais), Luiz Otavio V. B. Oliveira (Federal University of Minas Gerais), Joao Francisco B. S. Martins (Federal University of Minas Gerais), Gisele L. Pappa (Federal University of Minas Gerais) |
ENUM | Exploiting Linkage Information in Real-Valued Optimization with the Real-Valued Gene-Pool Optimal Mixing Evolutionary Algorithm | Anton Bouter (Centrum Wiskunde & Informatica), Tanja Alderliesten (Academic Medical Center), Cees Witteveen (Delft University of Technology), Peter A. N. Bosman (Centrum Wiskunde & Informatica) |
EML | Accelerating Coevolution with Adaptive Matrix Factorization | Paweł Liskowski (Poznan University of Technology/Laboratory of Intelligent Decision Support Systems), Wojciech Jaśkowski (Poznan University of Technology/Laboratory of Intelligent Decision Support Systems) |
GP | Improving Generalization of Evolved Programs through Automatic Simplification | Thomas Helmuth (Washington and Lee University), Nicholas Freitag McPhee (University of Minnesota, Morris), Edward Pantridge (MassMutual Financial Group), Lee Spector (Hampshire College) |
ENUM | Deriving and Improving CMA-ES with Information Geometric Trust Regions | Abbas Abdolmaleki (PARC), Bob Price (PARC), Nuno Lau (University of Aveiro), Luis Paulo Reis (University of Minho), Gerhard Neumann (University of darmstadt) |
EML | Toward the automated analysis of complex diseases in genome-wide association studies using genetic programming | Andrew M. Sohn (Institute for Biomedical Informatics at the Perelman School of Medicine of the University of Pennsylvania), Randal S. Olson (Institute for Biomedical Informatics at the Perelman School of Medicine of the University of Pennsylvania), Jason H. Moore (Institute for Biomedical Informatics at the Perelman School of Medicine of the University of Pennsylvania) |
CS | On Self-Adaptive Mutation Restarts for Evolutionary Robotics with Real Rotorcraft | Gerard David Howard (CSIRO) |
CS | Evolutionary Optimization of Self-Assembly in a Swarm of Bio-microrobots | Nathanael Y. I. Aubert-Kato (Tokyo Institute of Tech./UPMC), Charles Fosseprez (CRI), Guillaume Gines (ESPCI), Ibuki Kawamata (Tohoku University), Huy Q. Dinh (The University of Tokyo), Leo Cazenille (UPMC/UPD), Andre Estevez-Torres (UPMC), Masami Hagiya (The University of Tokyo), Yannick Rondelez (ESPCI), Nicolas Bredeche (UPMC) |
EMO | Progressively Adding Objectives: A Case Study in Anomaly Detection | Luis Martí (INRIA/Saclay and Universidade Federal Fluminense), Arsene Fansi-Tchango (Thales Research), Laurent Navarro (Thales Research), Marc Schoenauer (INRIA/Saclay) |
GA | Fast Genetic Algorithms | Benjamin Doerr (Ecole Polytechnique), Huu Phuoc Le (Ecole Polytechnique), Regis Makhmara (Ecole Polytechnique), Ta Duy Nguyen (Ecole Polytechnique) |
SBSE | Active Coevolutionary Learning of Requirements Specifications from Examples | Marcel Wever (Heinz Nixdorf Institute, University of Paderborn), Lorijn van Rooijen (Heinz Nixdorf Institute, University of Paderborn), Heiko Hamann (Heinz Nixdorf Institute, University of Paderborn) |
DETA | Multi-Task Learning in Atari Video Games with Emergent Tangled Program Graphs | Stephen Kelly (Dalhousie University), Malcolm I. Heywood (Dalhousie University) |
THEORY | Runtime Analysis of the (1 + (λ, λ)) Genetic Algorithm on Random Satisfiable 3-CNF Formulas | Maxim Buzdalov (ITMO University), Benjamin Doerr (Ecole Polytechnique) |
CS | Data-Efficient Exploration, Optimization, and Modeling of Diverse Designs through Surrogate-Assisted Illumination | Adam Gaier (Bonn-Rhein-Sieg University of Applied Sciences / CNRS / Université de Lorraine), Alexander Asteroth (Bonn-Rhein-Sieg University of Applied Sciences), Jean-Baptiste Mouret (Inria / CNRS / Université de Lorraine) |
EMO | Reference Point Specification in Hypervolume Calculation for Fair Comparison and Efficient Search | Hisao Ishibuchi (Southern University of Science and Technology), Ryo Imada (Osaka Prefecture University), Yu Setoguchi (Osaka Prefecture University), Yusuke Nojima (Osaka Prefecture University) |
GP | Counterexample-Driven Genetic Programming | Krzysztof Krawiec (Poznan University of Technology), Iwo Błądek (Poznan University of Technology), Jerry Swan (University of York) |
EML | A Genetic Programming Approach to Designing Convolutional Neural Network Architectures | Masanori Suganuma (Graduate school of Environment and Information Sciences, Yokohama National University), Shinichi Shirakawa (Graduate school of Environment and Information Sciences, Yokohama National University), Tomoharu Nagao (Graduate school of Environment and Information Sciences, Yokohama National University) |
ECOM | Configuring irace using surrogate configuration benchmarks | Nguyen Dang (KU Leuven, CODeS, imec-ITEC), Leslie Pérez Cáceres (IRIDIA, CoDE, Universite libre de Bruxelles), Thomas Stützle (IRIDIA, CoDE, Universite libre de Bruxelles), Patrick De Causmaecker (KU Leuven, CODeS, imec-ITEC) |
RWA | Evolutionary Decomposition for 3D Printing | Eric A. Yu (University of Texas at Austin), Jin Yeom (University of Texas at Austin), Cem C. Tutum (University of Texas at Austin), Etienne Vouga (University of Texas at Austin), Risto Miikkulainen (University of Texas at Austin) |