Workshop Papers

TrackTitleAuthors
WS SecDefAutomated Design of Network Security MetricsAaron Pope (Missouri University of Science and Technology, Los Alamos National Laboratory), Robert Morning (Los Alamos National Laboratory), Daniel Tauritz (Missouri University of Science and Technology), Alexander Kent (Medtronic)
WS IWLCSModulated Clustering Using Integrated Rough Sets and Scatter Search Attribute ReductionAbdel-Rahman Hedar (Assiut University), Abdel-Monem Ibrahim (Al-Azhar University), Alaa Abdel-Hakim (Assiut University), Adel Sewisy (Assiut University)
WS BB-DOBA Black-Box Discrete Optimization Benchmarking (BB-DOB) Pipeline Survey: Taxonomy, Evaluation, and RankingAles Zamuda (University of Maribor), Christine Zarges (Aberystwyth University), Miguel Nicolau (University College Dublin)
WS BBOBComparing Black-Box Differential Evolution and Classic Differential EvolutionAljosa Vodopija (Jozef Stefan Institute, Jozef Stefan International Postgraduate School), Tea Tusar (Jozef Stefan Institute), Bogdan Filipic (Jozef Stefan Institute, Jozef Stefan International Postgraduate School)
WS DTEOA Historical Interdependency based Differential Grouping Algorithm for Large Scale Global OptimizationAn Chen (Autocontrol Institute, Xi’an Jiaotong University), Zhigang Ren (Autocontrol Institute, Xi’an Jiaotong University), Yang Yang (Xi’an Jiaotong University Shenzhen Research School), Yongsheng Liang (Autocontrol Institute, Xi’an Jiaotong University), Bei Pang (Autocontrol Institute, Xi’an Jiaotong University)
WS LAHSProgressive Gradient Walk for Neural Network Fitness Landscape AnalysisAnna Bosman (University of Pretoria), Andries Engelbrecht (University of Pretoria), Mardé Helbig (University of Pretoria)
WS EvoSoftReview: A Web-Based Simulation Viewer for Sharing Evolutionary Robotics ResultsAnthony Clark (Missouri State University), Jared Moore (Grand Valley State University)
WS RWACMOWell Placement Optimization for Carbon dioxide Capture and Storage via CMA-ES with Mixed Integer SupportAtsuhiro MIYAGI (Taisei Corporation), Hajime YAMAMOTO (Taisei Corporation), Youhei AKIMOTO (University of Tsukuba)
WS BBOBStopping Criteria, Initialization, and Implementations of BFGS and their Effect on the BBOB Test SuiteAurore Blelly (Ecole Polytechnique), Matheus Felipe-Gomes (Ecole Polytechnique), Anne Auger (Inria; CMAP, Ecole Polytechnique), Dimo Brockhoff (Inria; CMAP, Ecole Polytechnique)
WS IWLCSEvoNN - A Customizable Evolutionary Neural Network with Heterogenous Activation FunctionsBoris Shabash (Simon Fraser University), Kay Wiese (Simon Fraser University)
WS ECHNSClassifier Generalization for Comprehensive Classifiers Subsumption in XCSCaili Zhang (The University of Electro-Communications), Takato Tatsumi (The University of Electro-Communications), Hiyoyuki Sato (The University of Electro-Communications), Tim Kovacs (University of Bristol), Keiki Takadama (The University of Electro-Communications)
WS NSBECRMaze Benchmark for Testing Evolutionary AlgorithmsCamilo Alaguna Córdoba (Universidad Nacional de Colombia), Jonatan Gómez Perdomo (Universidad Nacional de Colombia)
WS EiCMeta Learning by the Baldwin EffectChrisantha Fernando (Google DeepMind), Jakub Sygnowski (Google DeepMind), Simon Osindero (Google DeepMind), Jane Wang (Google DeepMind), Tom Schaul (Google DeepMind), Denis Teplyashin (Google DeepMind), Pablo Sprechmann (Google DeepMind), Alexander Pritzel (Google DeepMind), Andrei Rusu (Google DeepMind)
WS IOMESCrude Oil Refinery Scheduling: Addressing a Real-World Multiobjective Problem through Genetic Programming and Dominance-based ApproachesCristiane Pereira (Petrobras, Pontifical Catholic University of Rio de Janeiro), Douglas Dias (Rio de Janeiro State University), Marley Vellasco (Pontifical Catholic University of Rio de Janeiro), Francisco Henrique Viana (Celso Suckow da Fonseca Educational Center), Luís Martí (Universidade Federal Fluminense)
WS IAMGenerating Interpretable Fuzzy Controllers using Particle Swarm Optimization and Genetic ProgrammingDaniel Hein (Siemens AG, Munich; Technical University of Munich), Steffen Udluft (Siemens AG, Munich), Thomas Runkler (Siemens AG, Munich; Technical University of Munich)
WS GI 2018Assessing Single-Objective Performance Convergence and Time Complexity for Refactoring DetectionDavid Nader-Palacio (Universidad Nacional de Colombia), Daniel Rodríguez-Cárdenas (Universidad del Rosario, Universidad Nacional de Colombia), Jonatan Gomez Perdomo (Universidad Nacional de Colombia)
WS IWLCSAn Algebraic Description of XCSDavid Pätzel (Universität Augsburg), Jörg Hähner (Universität Augsburg)
WS SAEOptEvaluating Surrogate Models for Multi-Objective Influence Maximization in Social NetworksDoina Bucur (University of Twente), Giovanni Iacca (University of Trento), Andrea Marcelli (Politecnico di Torino), Giovanni Squillero (Politecnico di Torino), Alberto Tonda (INRA, UMR 782 GMPA)
WS BBOBBenchmarking a Variant of the CMAES-APOP on the BBOB Noiseless TestbedDuc Manh Nguyen (Department of Mathematics and Informatics, Hanoi National University of Education, 136 Xuan Thuy, Cau Giay, Hanoi, Vietnam; Sorbonne Université, IRD, JEAI WARM, Unité de Modélisation Mathématiques et Informatique des Systèmes Complexes, UMMISCO, F-93143, Bondy, France)
WS EvoSoftPlushi: An Embeddable, Language Agnostic, Push InterpreterEdward Pantridge (MassMutual Financial Group, Hampshire College), Lee Spector (Hampshire College)
WS VizGEC 2018Visualizing the tape of life: exploring evolutionary history with virtual realityEmily Dolson (Michigan State University), Charles Ofria (Michigan State University)
WS SecDefAdversarial Co-evolution of Attack and Defense in a Segmented Computer Network EnvironmentErik Hemberg (MIT CSAIL), Joseph Zipkin (MIT Lincoln Lab), Richard Skowyra (MIT Lincoln Lab), Neal Wagner (MIT Lincoln Lab), Una-May O'Reilly (MIT CSAIL)
WS IWLCSGeneralizing Rules by Random Forest-based Learning Classifier Systems for High-Dimensional Data MiningFumito Uwano (The University of Electro-Communications), Koji Dobashi (The University of Electro-Communications), Keiki Takadama (The University of Electro-Communications), Tim Kovacs (University of Bristol)
WS EvoSoftEvo-ROS: Integrating Evolution and the Robot Operating SystemGlen Simon (Michigan State University), Jared Moore (Grand Valley State University), Anthony Clark (Missouri State University), Philip McKinley (Michigan State University)
WS SecDefMachine Learning – Based Detection of Water Contamination in Water Distribution SystemsHadi Mohammed (Norwegian University of Science and Technology), Ibrahim Hameed (Norwegian University of Science and Technology), Razak Seidu (Norwegian University of Science and Technology)
WS EiCThe Flouted Naming Game: Contentions and Conventions in CultureHarold de Vladar (Konrad Lorenz Institute, Hungarian Academy of Sciences)
WS EvoSoftA Generic Distributed Microservices and Container based Framework for Metaheuristic OptimizationHatem Khalloof (Karlsruhe Institute of Technology, IAI), Wilfried Jakob (Karlsruhe Institute of Technology, IAI), Jianlei Liu (Karlsruhe Institute of Technology, IAI), Eric Braun (Karlsruhe Institute of Technology, IAI), Shadi Shahoud (Karlsruhe Institute of Technology, IAI), Clemens Duepmeier (Karlsruhe Institute of Technology, IAI), Veit Hagenmeyer (Karlsruhe Institute of Technology, IAI)
WS SecDefGenetic Algorithms for Role Mining in Critical Infrastructure Data SpacesIgor Saenko (ITMO University), Igor Kotenko (St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), ITMO University)
WS PDEIMEffective Processor Load Balancing using Multi-Objective Parallel Extremal OptimizationIvanoe Falco (Institute of High Performance Computing and Networking, CNR), Eryk Laskowski (Institute of Computer Science Polish Academy of Sciences), Richard Olejnik (Universite Lille, CNRS, Centrale Lille, UMR 9189 - CRISTAL - Centre de Recherche en Informatique, Signal et Automatique de Lille), Umberto Scafuri (Institute of High Performance Computing and Networking, CNR), Ernesto Tarantino (Institute of High Performance Computing and Networking, CNR), Marek Tudruj (Institute of Computer Science PAS)
WS ECHNSFramework for planning the training sessions in triathlonIztok Fister (University of Maribor), Janez Brest (University of Maribor), Andres Iglesias (University of Cantabria), Iztok Fister (University of Maribor)
WS DTEOSelfish vs. Global Behavior Promotion in Car Controller EvolutionJacopo Talamini (DIA, University of Trieste), Giovanni Scaini (DIA, University of Trieste), Eric Medvet (DIA, University of Trieste), Alberto Bartoli (DIA, University of Trieste)
WS EvoSoftPerformance Assessment of Multi-Objective Evolutionary Algorithms With the R Package ecrJakob Bossek (University of Münster)
WS GI 2018Genetic Configuration Sampling: Learning a Sampling Strategy for Fault Detection of Configurable SystemsJifeng Xuan (Wuhan University), Yongfeng Gu (Wuhan University), Zhilei Ren (Dalian University of Technology), Xiangyang Jia (Wuhan University), Qingna Fan (HY Cross-Domain)
WS EvoSoftPerformance improvements of evolutionary algorithms in Perl 6JJ Merelo (University of Granada), José-Mario García Valdez (Instituto Tecnológico de Tijuana)
WS EABDMCPMapping evolutionary algorithms to a reactive, stateless architectureJJ Merelo (University of Granada), José-Mario García Valdez (Instituto Tecnológico de Tijuana)
WS SAEOptAsynchronous Surrogate-assisted Optimization NetworksJohannes Karder (University of Applied Sciences Upper Austria), Andreas Beham (University of Applied Sciences Upper Austria), Bernhard Werth (University of Applied Sciences Upper Austria), Stefan Wagner (University of Applied Sciences Upper Austria), Michael Affenzeller (University of Applied Sciences Upper Austria)
WS LAHSComputationally Efficient Local Optima Network ConstructionJonathan Fieldsend (University of Exeter)
WS IOMESMultiobjective Evolutionary Polygonal Approximation for Identifying Crude Oil ReservoirsJosé Luis Guerrero (Universidad Carlos III de Madrid), Luis Martí (Universidade Federal Fluminense), Nayat Sanchez-Pi (Rio de Janeiro State University), Antonio Berlanga (Universidad Carlos III de Madrid), José Manuel Molina (Universidad Carlos III de Madrid)
WS PDEIMVectorized Candidate Set Selection for Parallel Ant Colony OptimizationJoshua Peake (Manchester Metropolitan University), Huw Lloyd (Manchester Metropolitan University), Martyn Amos (Manchester Metropolitan University), Paraskevas Yiapanis (Manchester Metropolitan University)
WS EABDMCPMulti-objective Feature Selection for EEG Classification with Multi-Level Parallelism on Heterogeneous CPU-GPU ClustersJuan José Escobar (University of Granada), Julio Ortega (University of Granada), Antonio Francisco Díaz (University of Granada), Jesús González (University of Granada), Miguel Damas (University of Granada)
WS IWLCSXCSR Based on Compressed Input by Deep Neural Network for High Dimensional DataKazuma Matsumoto (The University of Electro-Communications), Ryo Takano (The University of Electro-Communications), Takato Tatsumi (The University of Electro-Communications), Hiroyuki Sato (The University of Electro-Communications), Tim Kovacs (University of Bristol), Keiki Takadama (The The University of Electro-Communications)
WS EAPURobust Multi-Modal OptimisationKhulood Alyahya (University of Exeter), Kevin Doherty (University of Exeter), Ozgur Akman (University of Exeter), Jonathan Fieldsend (University of Exeter)
WS BBOBBenchmarking the PSA-CMA-ES on the BBOB Noiseless TestbedKouhei Nishida (Shinshu University), Youhei Akimoto (University of Tsukuba)
WS IWLCSModel Parameter Adaptive Instance-Based Policy Optimization for Episodic Control Tasks of Nonholonomic SystemsKyotaro Ohashi (Shinshu University), Natsuki Fujiyoshi (Shinshu University), Naoki Sakamoto (Shinshu University), Youhei Akimoto (University of Tsukuba)
WS MedGECSolution Exploration using Multi-Objective Genetic Algorithm for Determining Experiment CandidateLorenzo Perino (Doshisha University), Akihiro Fujii (Doshisha University), Tsuyoshi Waku (Doshisha University), Akira Kobayashi (Doshisha University), Satoru Hiwa (Doshisha University), Tomoyuki Hiroyasu (Doshisha University)
WS NSBECRAnalysing Symbolic Regression Benchmarks under a Meta-Learning ApproachLuiz Otavio Oliveira (Universidade Federal de Minas Gerais), Joao Francisco Martins (Universidade Federal de Minas Gerais), Luis Fernando Miranda (Universidade Federal de Minas Gerais), Gisele Pappa (Universidade Federal de Minas Gerais)
WS VizGEC 2018Visualising the Search Process for Multi-objective OptimisationMarde Helbig (University of Pretoria)
WS BB-DOBA Generic Problem Instance Generator for Discrete Optimization ProblemsMarkus Ullrich (University of Applied Sciences Zittau/Görlitz), Thomas Weise (University of Science and Technology of China), Abhishek Awasthi (University of Applied Sciences Zittau/Görlitz), Jörg Lässig (University of Applied Sciences Zittau/Görlitz)
WS MedGECDesign of HIFU Treatment Plans using an Evolutionary StrategyMarta Cudova (Brno University of Technology; Bozetechova 2, Brno), Bradley Treeby (University College London; Gower Street, WC1E 6BT, London), Jiri Jaros (Brno University of Technology; Bozetechova 2, Brno)
WS EIEHSCoEvoEvolving Hardware Instinctive Behaviors in Resource-scarce Agent Swarms Exploring Hard-to-reach EnvironmentsMartin Andraud (KU Leuven), Ahmed Hallawa (RWTH Aachen University), Jaro De Roosa (KU Leuven), Eugenio Cantatore (TU Eindhoven), Gerd Ascheid (RWTH Aachen University), Marian Verhelst (KU Leuven)
WS GI 2018Towards Modular Large-Scale Darwinian Software ImprovementMichael Orlov (Shamoon College of Engineering)
WS EAPUExploration of the Effect of Uncertainty in Homogeneous and Heterogeneous Multi-agent Societies With Regard to their Average CharacteristicsMilen Georgiev (Doshisha University), Ivan Tanev (Doshisha University), Katsunori Shimohara (Doshisha University)
WS MedGECCoevolving Behavior and Morphology of Simple Agents that Model Small-scale RobotsMilen Georgiev (Doshisha University), Ivan Tanev (Doshisha University), Katsunori Shimohara (Doshisha University)
WS DTEOA Cooperative Co-evolutionary Algorithm for Large-Scale Multi-Objective Optimization ProblemsMinghan Li (Xidian University), Jingxuan Wei (Xidian University)
WS GI 2018Synthesizing Customized Network Protocols using Genetic ProgrammingMohammad Roohitavaf (Michigan State University), Ling Zhu (Michigan State University), Sandeep Kulkarni (Michigan State University), Subir Biswas (Michigan State University)
WS IWLCSIntegrating Anticipatory Classifier Systems with OpenAI GymNorbert Kozłowski (Wroclaw University of Technology), Olgierd Unold (Wroclaw University of Technology)
WS BB-DOBCompiling a Benchmarking Test-Suite for Combinatorial Black-Box Optimization: A Position PaperOfer Shir (Tel-Hai College, The Galilee Research Institute - Migal), Carola Doerr (Sorbonne Universite, CNRS, LIP6), Thomas Bäck (Leiden University)
WS GI 2018Dynamic Fitness Functions for Genetic Improvement in Compilers and InterpretersOliver Krauss (Johannes Kepler University Linz, University of Applied Sciences Upper Austria), Hanspeter Mössenböck (Johannes Kepler University Linz), Michael Affenzeller (University of Applied Sciences Upper Austria)
WS BB-DOBParameterization of State-of-the-Art Performance Indicators: A Robustness Study Based on Inexact TSP SolversPascal Kerschke (University of Münster), Jakob Bossek (University of Münster), Heike Trautmann (University of Münster)
WS ECHNSCATARO: A Robot that Tells Caregivers a Patient’s Current Non-Critical Condition IndirectlyPatrick Hock (Saga University), Chika Oshima (Saga University), Koichi Nakayama (Saga University)
WS EIEHSCoEvoA Distributed Epigenetic Shape Formation and Regeneration Algorithm for a Swarm of RobotsRahul Mishra (Indian Institute of Technology Guwahati), Tushar Semwal (Indian Institute of Technology Guwahati), Shivashankar Nair (Indian Institute of Technology Guwahati)
WS ECHNSSustainable Sensor Network Architecture for Monitoring Human ActivitiesRen Ohmura (Toyohashi University of Technology)
WS SecDefUsing Evolutionary Dynamic Optimization for Monitor Selection in Highly Dynamic Communication InfrastructuresRobin Mueller-Bady (Frankfurt University of Applied Sciences), Martin Kappes (Frankfurt University of Applied Sciences), Francisco Palomo-Lozano (University of Cadiz), Inmaculada Medina-Bulo (University of Cadiz)
WS VizGEC 2018VINE: An Open Source Interactive Data Visualization Tool for NeuroevolutionRui Wang (Uber AI Labs), Jeff Clune (Uber AI Labs), Kenneth Stanley (Uber AI Labs)
WS SecDefA Genetic Algorithm for Dynamic Controller Placement in Software Defined NetworkingSamuel Champagne (Dalhousie University), Tokunbo Makanju (New York Institute of Technology), Chengchao Yao (Dalhousie University), Nur Zincir-Heywood (Dalhousie University), Malcolm Heywood (Dalhousie University)
WS PDEIMA Parallel Island Model for Biogeography-Based Classification Rule Mining in JuliaSamuel Ebert (North Carolina State University), Effat Farhana (North Carolina State University), Steffen Heber (North Carolina State University)
WS ECADAThe Automated Design of Probabilistic Selection Methods for Evolutionary AlgorithmsSamuel Richter (Missouri University of Science and Technology), Daniel Tauritz (Missouri University of Science and Technology)
WS SecDefEvolution of Network Enumeration Strategies in Emulated Computer NetworksSean Harris (Missouri University of Science and Technology), Eric Michalak (Los Alamos National Laboratory), Kevin Schoonover (Missouri University of Science and Technology), Adam Gausmann (Missouri University of Science and Technology), Hannah Reinbolt (Missouri University of Science and Technology), Joshua Herman (Missouri University of Science and Technology), Daniel Tauritz (Missouri University of Science and Technology), Chris Rawlings (Los Alamos National Laboratory), Aaron Pope (Missouri University of Science and Technology)
WS BB-DOBDiscrete Real-world Problems in a Black-box Optimization BenchmarkSebastian Raggl (University of Applied Sciences Upper Austria), Andreas Beham (University of Applied Sciences Upper Austria, Johannes Kepler University), Viktoria Hauder (University of Applied Sciences Upper Austria, Johannes Kepler University), Stefan Wagner (University of Applied Sciences Upper Austria), Michael Affenzeller (University of Applied Sciences Upper Austria, Johannes Kepler University)
WS PDEIMAn Actor Model Implementation of Distributed Factored Evolutionary AlgorithmsStephyn Butcher (Johns Hopkins University), John Sheppard (Montana State University)
WS ECHNSEnvy based Fairness in Hedonic GamesSuguru Ueda (Saga University)
WS IWLCSApplying Accuracy-based LCS to Detecting Anomalous Database AccessSuin Seo (Yonsei University), Sung-Bae Cho (Yonsei University)
WS SecDefReal-Time Strategy Game Micro for Tactical Training SimulationsSushil Louis (Department of Computer Science; University of Nevada, Reno), Siming Liu (Department of Computer Science; University of Nevada, Reno), Tianyi Jiang (Department of Computer Science; University of Nevada, Reno)
WS IWLCSXCS-CR: Determining Accuracy of Classifier by its Collective Reward in Action Set toward Environment with Action NoiseTakato Tatsumi (The University of Electro-Communications), Tim Kovacs (University of Bristol), Keiki Takadama (The University of Electro-Communications)
WS DTEODecomposition-Based Multiobjective Particle Swarm Optimization for Change Detection in SAR ImagesTao Zhan (Xidian University), Zedong Tang (Xidian University), Maoguo Gong (Xidian University), Xiangming Jiang (Xidian University), Jiao Shi (Northwestern Polytechnical University)
WS ECHNSCan evolutionary computing be applied to dementia care?Taro Sugihara (Okayama University)
WS BB-DOBDifficult Features of Combinatorial Optimization Problems and the Tunable W-Model Benchmark Problem for Simulating themThomas Weise (Hefei University), Zijun Wu (Hefei University)
WS NSBECRThe Impact of Statistics for Benchmarking in Evolutionary Computation ResearchTome Eftimov (Jožzef Stefan Institute), Peter Korošec (Jožzef Stefan Institute)
WS GI 2018Novelty Search for software improvement of a SLAM systemVictor López-López (Instituto Tecnológico de Tijuana), Leonardo Trujillo (Instituto Tecnológico de Tijuana), Pierrick Legrand (Université de Bordeaux)
WS RWACMOOn Vehicle Surrogate Learning with Genetic Programming EnsemblesVictor Parque (Waseda University), Tomoyuki Miyashita (Waseda University)
WS IOMESTowards Bundling Minimal Trees in Polygonal MapsVictor Parque (Waseda University), Tomoyuki Miyashita (Waseda University)
WS EAPUA Framework for High-Dimensional Robust Evolutionary Multi-Objective OptimizationWei Du (East China University of Science and Technology), Le Tong (Shanghai Normal University), Yang Tang (East China University of Science and Technology)
WS LAHSFilter versus Wrapper Feature Selection based on Problem Landscape FeaturesWerner Mostert (University of Pretoria), Katherine Malan (University of South Africa), Andries Engelbrecht (University of Pretoria)
WS NSBECREvolving Benchmark Functions Using Kruskal-Wallis TestYang Lou (City University of Hong Kong), Shiu Yin Yuen (City University of Hong Kong), Guanrong Chen (City University of Hong Kong)
WS ECHNSDevelopment of an Evaluation System for Upper Limb Function Using AR TechnologyYunan He (Saga University), Ikushi Sawada (Saga University), Osamu Fukuda (Saga University), Ryusei Shima (Saga University), Nobuhiko Yamaguchi (Saga University), Hiroshi Okumura (Saga University)
WS IWLCSOptimizing clustering to promote data diversity when generating an ensemble classifierZohaib Jan (Central Queensland University), Brijesh Verma (Central Queensland University), Sam Fletcher (Central Queensland University)