Papers


GECCO is now over. Check the Best Paper Awards

Track TitleAuthors
ACO-SIUpdate Strength in EDAs and ACO: How to Avoid Genetic Drift

Dirk Sudholt (University of Sheffield)
Carsten Witt (Technical University of Denmark)

ACO-SIUsing Mutual Information to build dynamic neighbourhoods for Particle Swarm Optimisation

Ángel Arturo Rojas-García (Center for Research in Mathematics)
Arturo Hernández-Aguirre (Center for Research in Mathematics)

ACO-SIGeometric Particle Swarm Optimization for Multi-objective Optimization Using Decomposition

Saúl Zapotecas-Martínez (SHINSHU University)
Alberto Moraglio (University of Exeter)
Hernán E. Aguirre (SHINSHU University)
Kiyoshi Tanaka (SHINSHU University)

ACO-SICurvature Flight Path for Particle Swarm Optimisation

Cheng Wai Kheng (Universiti Tunku Abdul Rahman)
Day Chyi Ku (Multimedia University)
Hui Fuang Ng (Universiti Tunku Abdul Rahman)
Mahmoud Khattab (University of Nottingham)
Siang Yew Chong (University of Nottingham)

ACO-SIACO-inspired Acceleration of Gossip Averaging

Andreas Janecek (University of Vienna)
Wilfried N. Gansterer (University of Vienna)

ACO-SIA Mixed-Attribute Approach in Ant-Miner Classification Rule Discovery Algorithm

Ayah Mohamed Helal (University of Kent)
Fernando Esteban Otero (University of Kent)

ACO-SIA New Discrete Particle Swarm Optimization Algorithm

Shane Strasser (Montana State University)
Rollie Goodman (Montana State University)
Stephyn Butcher (Johns Hopkins University)
John Sheppard (Montana State University)

ACO-SIThe Influence of Hereditary Models on Adaptability in Evolutionary Swarms

Ruby Louisa Viktoria Moritz (Otto-von-Guericke-Universität Magdeburg)
Sanaz Mostaghim (Otto-von-Guericke-Universität Magdeburg)

ACO-SIRelaxing Consensus in Distributed Factored Evolutionary Algorithms

Stephyn Butcher (Johns Hopkins University)
Shane Strasser (Montana State University)
Jenna Hoole (Whitworth University)
Benjamin DeMeo (Williams College)
John Sheppard (Montana State University)

AIS-BIOArtificial Immune Systems can Beat Evolutionary Algorithms in Combinatorial Optimisation

Benjamin Doerr (École Polytechnique Université Paris-Saclay France)
Thomas Jansen (Aberystwyth University UK)
Christine Zarges (University of Birmingham UK)

AIS-BIOA Novel EA-based Memetic Approach for Efficiently Mapping Complex Fitness Landscape

Emmanuel Sapin (George Mason University)
Kenneth De Jong (George Mason University)
Amarda Shehu (George Mason University)

COPermuted 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)
Anne Auger (TAO Team INRIA Saclay–Île-de-France LRI Paris Sud University Saclay University)
Nikolaus Hansen (TAO Team INRIA Saclay–Île-de-France LRI Paris Sud University Saclay University)

COExperimental Investigation of Recombination Operators for Differential Evolution

Felipe Campelo (Department of Electrical Engineering Universidade Federal de Minas Gerais)
Moises Botelho (Graduate Program in Electrical Engineering Universidade Federal de Minas Gerais)

COPopulation Size Adaptation for the CMA-ES Based On the Estimation Accuracy of the Natural Gradient

Kouhei Nishida (Shinshu University)
Youhei Akimoto (Shinshu University)

COProjection-Based Restricted Covariance Matrix Adaptation for High Dimension

Youhei Akimoto (Shinshu University)
Nikolaus Hansen (Inria)

COAnalysis of Linear Convergence of a (1 + 1)-ES with Augmented Lagrangian Constraint Handling

Asma Atamna (Inria)
Anne Auger (Inria)
Nikolaus Hansen (Inria)

COLow-Budget Exploratory Landscape Analysis on Multiple Peaks Models

Pascal Kerschke (University of Münster)
Mike Preuss (University of Münster)
Simon Wessing (TU Dortmund)
Heike Trautmann (University of Münster)

COAnalysis of Different Types of Regret in Continuous Noisy Optimization

Sandra Astete-Morales (INRIA Saclay)
Marie-Liesse Cauwet (INRIA Saclay)
Olivier Teytaud (INRIA Saclay)

CSInspiration-Triggered Search: Towards Higher Complexities by Mimicking Creative Processes

Milan Rybar (University of Paderborn Germany)
Heiko Hamann (University of Paderborn Germany)

CSEvolving Neural Turing Machines for Reward-based Learning

Rasmus Boll Greve (IT University of Copenhagen)
Emil Juul Jacobsen (IT University of Copenhagen)
Sebastian Risi (IT University of Copenhagen)

CSEvolvability Search: Directly Selecting for Evolvability in Order to Study and Produce It

Henok S. Mengistu (University of Wyoming)
Joel Lehman (IT University of Copenhagen)
Jeff Clune (University of Wyoming)

CSAccelerating the Evolution of Cognitive Behaviors Through Human-Computer Collaboration

Mathias Löwe (IT University of Copenhagen)
Sebastian Risi (IT University of Copenhagen)

CSHow do different encodings influence the performance of the MAP-Elites algorithm?

Danesh Tarapore (University of York)
Jeff Clune (University of Wyoming)
Antoine Cully (Imperial College)
Jean-Baptiste Mouret (Inria)

CSIdentifying Core Functional Networks and Functional Nodules within Neural Networks via Subsets Regression

Roby Velez (University of Wyoming)
Jeff Clune (University of Wyoming)

CSQuantifying Deception: A Case Study in the Evolution of Antimicrobial Resistance

Margaret J. Eppstein (University of Vermont)
C. Brandon Ogbunugafor (University of Vermont)

CSNeuromodulation Improves the Evolution of Forward Models

Mohammad Sadegh Norouzzadeh (University of Wyoming)
Jeff Clune (University of Wyoming)

CSA Many-task Approach to Behavior Characterization for Novelty Search

Elliot Meyerson (The University of Texas at Austin)
Joel Lehman (IT University of Copenhagen)
Risto Miikkulainen (The University of Texas at Austin)

CSConvolution by Evolution: Differentiable Pattern Producing Networks

Chrisantha Fernando (Google Deepmind)
Dylan Banarse (Google Deepmind)
Frederic Besse (Google Deepmind)
Max Jaderberg (Google Deepmind)
David Pfau (Google Deepmind)
Malcolm Reynolds (Google Deepmind)
Marc Lanctot (Google Deepmind)
Daan Wierstra (Google Deepmind)

CSEvoRBC: Evolutionary Repertoire-based Control for Robots with Arbitrary Locomotion Complexity

Miguel Duarte (Instituto Universitário de Lisboa (ISCTE-IUL))
Jorge Gomes (Faculdade de Ciências)
Sancho Moura Oliveira (Instituto Universitário de Lisboa (ISCTE-IUL))
Anders Lyhne Christensen (Instituto Universitário de Lisboa (ISCTE-IUL))

CSDoes Aligning Phenotypic and Genotypic Modularity Improve the Evolution of Neural Networks?

Joost Huizinga (University of Wyoming)
Jean-Baptiste Mouret (Université Pierre et Marie Curie-Paris 6)
Jeff Clune (University of Wyoming)

DETADemonstrating the Feasibility of Automatic Game Balancing

Vanessa Volz (TU Dortmund University)
Günter Rudolph (TU Dortmund University)
Boris Naujoks (TH Köln - University of Applied Sciences)

DETADiscovering combos in fighting games with evolutionary algorithms

Gianlucca Zuin (Universidade Federal de Minas Gerais)
Yuri Macedo (Universidade Federal de Minas Gerais)
Luiz Chaimowicz (Universidade Federal de Minas Gerais)
Gisele Pappa (Universidade Federal de Minas Gerais)

DETAEvolutionary Type Design

Tiago Martins (Center for Informatics and Systems of the University of Coimbra)
João Correia (Center for Informatics and Systems of the University of Coimbra)
Ernesto Costa (Center for Informatics and Systems of the University of Coimbra)
Penousal Machado (Center for Informatics and Systems of the University of Coimbra)

DETAGeneral Video Game Level Generation

Ahmed Khalifa (New York University)
Tiago Machado (New York University)
Diego Perez (University of Essex)
Simon Lucas (University of Essex)
Julian Togelius (New York University)

DETATwo-Dimensional Barcode Decoration Using Module-wise Non-systematic Coding and Cooperative Evolution by User and System

Makoto Kamizono (Kagoshima University)
Kigo Shimomura (Kagoshima University)
Masayuki Tajiri (Kagoshima University)
Satoshi Ono (Kagoshima University)

ECOMOn the design of hard mUBQP instances

Murilo Zangari (Federal University of Parana)
Roberto Santana (University of Basque Country)
Alexander Mendiburu (University of Basque Country)
Aurora Trinidad Ramirez Pozo (Federal University of Parana)

ECOMFeature Selection in Evolving Job Shop Dispatching Rules with Genetic Programming

Yi Mei (Victoria University of Wellington)
Mengjie Zhang (Victoria University of Wellington)
Su Nguyen (Hoa Sen University)

ECOMEfficient Hill Climber for Pseudo-Boolean Optimization Problems with Constraints

Francisco Chicano (University of Malaga)
Darrell Whitley (Colorado State University)
Renato Tinós (University of Sao Paulo)

ECOMAdditional Dimensions to the Study of Funnels in Combinatorial Landscapes

Gabriela Ochoa (University of Stirling)
Nadarajen VEERAPEN (University of Stirling)

ECOMGame theory Extremal optimization and Community Structure Detection in Complex Networks

Mihai Alexandru Suciu (Babes-Bolyai University)
Rodica Ioana Lung (Babes-Bolyai University)
Noemi Gasko (Babes-Bolyai University)

ECOMFast Heuristics for the Multiple Traveling Thieves Problem

Shelvin Chand (UNSW Canberra)
Markus Wagner (School of Computer Science The University of Adelaide)

ECOMMulti-objective Neutral Neighbors? What could be the definition(s)?

Marie-Eléonore Marmion (University of Lille)
Hernan Aguirre (Shinshu University)
Clarisse Dhaenens (University of Lille)
Laetitia Jourdan (University of Lille)
Kiyoshi Tanaka (Shinshu University)

ECOMCommunities of Local Optima as Funnels in Fitness Landscapes

Sebastian Herrmann (Johannes Gutenberg-Universität Mainz)
Gabriela Ochoa (University of Stirling)
Franz Rothlauf (Johannes Gutenberg-Universität Mainz)

ECOMA Population-based Local Search Technique with Random Descent and Jump for the Steiner Tree Problem in Graphs

Angus Kenny (RMIT University)
Xiaodong Li (RMIT University)
Kai Qin (RMIT University)
Andreas T. Ernst (Monash University)

ECOMA Simulated Annealing Algorithm for Maximum Common Edge Subgraph Detection in Biological Networks

Simon Jonas Larsen (University of Southern Denmark)
Frederik Gunge Alkærsig (University of Southern Denmark)
Henrik Jørn Ditzel (University of Southern Denmark)
Igor Jurisica (Princess Margaret Cancer Centre)
Nicolas Alcaraz (University of Southern Denmark)
Jan Baumbach (University of Southern Denmark)

ECOMEvolutionary approaches to optimization problems in Chimera topologies

Roberto Santana (University of the Basque Country (UPV/EHU))
Zheng Zhu (Texas A&M University College Station Texas)
Helmut Katzgraber (Texas A&M University College Station Texas)

ECOMPopulation-based vs. Single-solution Heuristics for the Travelling Thief Problem

Mohamed El Yafrani (Mohammed V University in Rabat)
Belaïd Ahiod (Mohammed V University in Rabat)

ECOMHMOBEDA: Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm

Marcella Scoczynski Ribeiro Martins (Federal University of Technology (UTFPR))
Myriam Regattieri De Biase da Silva Delgado (Federal University of Technology (UTFPR))
Roberto Santana (University of the Basque Country (UPV/EHU))
Ricardo Lüders (Federal University of Technology (UTFPR))
Richard Aderbal Gonçalves (Midwest State University of Paraná (UNICENTRO))
Carolina Paula de Almeida (Midwest State University of Paraná (UNICENTRO))

ECOMCellular genetic algorithm for solving a routing on-demand Transit Problem

Olfa Chebbi (Institut Supérieur de Gestion de Tunis Université de Tunis)
Ezzeddine Fatnassi (Institut Supérieur de Gestion de Tunis Université de Tunis)
Jouhaina Chaouachi (IHEC Carthage)
Nouha Nouri (Institut Supérieur de Gestion de Tunis Université de Tunis)

ECOMOn the Impact of the Renting Rate for the Unconstrained Nonlinear Knapsack Problem

Junhua Wu (University of Adelaide)
Sergey Polyakovskiy (University of Adelaide)
Frank Neumann (University of Adelaide)

ECOMExtension of the CMSA Algorithm: An LP-based Way for Reducing Sub-instances

Christian Blum (UPV/EHU Ikerbasque)
Jordi Pereira (Universidad Adolfo Ibáñez)

ECOMAnts can Learn from the Opposite

Nicolás Rojas-Morales (Universidad Técnica Federico Santa María)
María-Cristina Riff (Universidad Técnica Federico Santa María)
Elizabeth Montero (Universidad Técnica Federico Santa María)

ECOMMulti-hard problems in uncertain environment

Michal Przybylek (Polish-Japanese Academy of Information Technology)
Adam Wierzbicki (Polish-Japanese Academy of Information Technology)
Zbigniew Michalewicz (University of Adelaide)

EMLSimple Evolutionary Optimization Can Rival Stochastic Gradient Descent in Neural Networks

Gregory Morse (University of Central Florida)
Kenneth O. Stanley (University of Central Florida)

EMLImproving the Canny Edge Detector Using Automatic Programming: Improving Non-Max Suppression

Lars Vidar Magnusson (Østfold University College)
Jan Roland Olsson (Østfold University College)

EMLA 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)
Lilia Rejeb (Higher Institute of Management of Tunis (ISG))

EMLEvolving Probabilistically Significant Epistatic Classification Rules for Heterogeneous Big Data Sets

John P. Hanley (University of Vermont)
Margaret J. Eppstein (University of Vermont)
Jeffrey S. Buzas (University of Vermont)
Donna M. Rizzo (University of Vermont)

EMLA New Evaluation Function for Clustering: The NK Internal Validation Criterion

Renato Tinos (University of São Paulo)
Zhao Liang (University of São Paulo)
Francisco Chicano (University of Malaga)
Darrell Whitley (Colorado State University)

EMLEvaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science

Randal Shadburt Olson (University of Pennsylvania)
Nathan Bartley (University of Chicago)
Ryan John Urbanowicz (University of Pennsylvania)
Jason H. Moore (University of Pennsylvania)

EMLA Wavelet-based Encoding for Neuroevolution

Sjoerd van Steenkiste (Department of Knowledge Engineering Maastricht University)
Jan Koutník (The Swiss AI lab IDSIA USI & SUPSI)
Kurt Driessens (Department of Knowledge Engineering Maastricht University)
Jürgen Schmidhuber (The Swiss AI lab IDSIA USI & SUPSI)

EMLFast Bi-Objective Feature Selection Using Entropy Measures and Bayesian Inference

Yi Mei (Victoria University of Wellington)
Bing Xue (Victoria University of Wellington)
Mengjie Zhang (Victoria University of Wellington)

EMLUsing an Ant Colony Optimization Algorithm for Monotonic Regression Rule Discovery

James Brookhouse (University of Kent)
Fernando Esteban Barril Otero (University of Kent)

EMLEvolving LSTMs with Maximum Information Objective to Achieve Deep Memory

Aditya Rawal (University of Texas at Austin)
Risto Miikkulainen (University of Texas at Austin)

EMLTransferable XCS

Xianneng Li (Dalian University of Technology)
Guangfei Yang (Dalian University of Technology)

EMLHuman-inspired scaling in Learning Classifier Systems: Case study on the n-bit Multiplexer Problem Set

Isidro Alvarez (Victoria University of Wellington)
Will Browne (Victoria University of Wellington)
Mengjie Zhang (Victoria University of Wellington)

EMORuntime Analysis of Evolutionary Diversity Maximization for OneMinMax

Benjamin Doerr (École Polytechnique Université Paris-Saclay)
Wanru Gao (The University of Adelaide)
Frank Neumann (The University of Adelaide)

EMOBio-inspired multi-objective optimization design of a highly efficient squirrel cage induction motor

Sergio Felipe Contreras Paredes (Universidad Nacional de Colombia Sede Bogotá)
Camilo Andres Cortes Guerrero (Universidad Nacional de Colombia Sede Bogotá)
Maria Alejandra Guzman Pardo (Universidad Nacional de Colombia Sede Bogotá)

EMOActive Learning and Multi-Objective Evolutionary Algorithms for Sustainable Building Design

Siamak Safarzadegan Gilan (georgia institute of technology)
Naman Goyal (georgia institute of technology)
Bistra Dilkina (georgia institute of technology)

EMOA Generative Kriging Surrogate Model for Constrained and Unconstrained Multi-objective Optimization

Rayan Zakaria Hussein (Michigan State University)
Kalyanmoy Deb (Michigan State University)

EMOA novel multi-objective optimization-based image registration method

Meifeng Shi (College of Computer Science Chongqing University)
Zhongshi He (College of Computer Science Chongqing University)
Ziyu Chen (College of Computer Science Chongqing University)

EMOA Toolkit for Generating Scalable Stochastic Multiobjective Test Problems

Shaul Salomon (The University of Sheffield)
Robin Charles Purshouse (The University of Sheffield)
Ioannis Giagkiozis (The University of Sheffield)
Peter John Fleming (The University of Sheffield)

EMOKarush-Kuhn-Tucker Proximity Measure for Multi-Objective Optimization Based on Numerical Gradients

Mohamed Abouhawwash (Michigan State University)
Kalyanmoy Deb (Michigan State University)

EMOA Faster Algorithm for the Binary Epsilon Indicator Based on Orthant Minimum Search

Andrey Vasin (ITMO University)
Maxim Buzdalov (ITMO University)

EMOA Correlation Analysis of Set Quality Indicator Values in Multiobjective Optimization

Arnaud Liefooghe (Univ. Lille France)
Bilel Derbel (Univ. Lille France)

EMOA Multi-Objective Evolutionary Algorithm based on Parallel Coordinates

Raquel Hernández (CINVESTAV-IPN)
Carlos A. Coello (CINVESTAV-IPN)
Enrique Alba (University of Málaga)

EMOTuning of Multiple Parameter Sets in Evolutionary Algorithms

Martin Andersson (University of Skövde)
Sunith Bandaru (University of Skövde)
Amos H.C. Ng (University of Skövde)

EMOExperiments on Greedy and Local Search Heuristics for d-dimensional Hypervolume Subset Selection

Matthieu Basseur (Université d'Angers)
Bilel Derbel (Univ. Lille)
Adrien Goëffon (Université d'Angers)
Arnaud Liefooghe (Univ. Lille)

GAExpanding from Discrete Cartesian to Permutation Gene-pool Optimal Mixing Evolutionary Algorithms

Peter A.N. Bosman (Centrum Wiskunde & Informatica (CWI))
Ngoc Hoang Luong (Centrum Wiskunde & Informatica (CWI))
Dirk Thierens (Utrecht University)

GASurprise Search: Beyond Objectives and Novelty

Daniele Gravina (Institute of Digital Games University of Malta Malta)
Antonios Liapis (Institute of Digital Games University of Malta Malta)
Georgios N. Yannakakis (Institute of Digital Games University of Malta Malta)

GAEstimating the Advantage of Age-Layering in Evolutionary Algorithms

Babak Hodjat (Sentient Technologies Inc.)
Risto Miikkulainen (Sentient Technologies Inc. and the University of Texas at Austin)

GABreaking the Billion Variable Barrier in Real-World Optimization Using a Customized Evolutionary Algorithm

Kalyanmoy Deb (Michigan State University)
Christie Myburgh (MapTek)

GAExploiting Diverse Distance Metrics for Surrogate-Based Optimisation of Ordering Problems

Jim Smith (University of the West of England)
Christopher Stone (University of the West of England)
Martin Serpell (University of the West of England)

GAEscaping Local Optima with Diversity Mechanisms and Crossover

Duc-Cuong Dang (University of Nottingham)
Tobias Friedrich (Hasso Plattner Institute)
Timo Kötzing (Hasso Plattner Institute)
Martin S. Krejca (Hasso Plattner Institute)
Per Kristian Lehre (University of Nottingham)
Pietro S. Oliveto (The University of Sheffield)
Dirk Sudholt (The University of Sheffield)
Andrew M. Sutton (Hasso Plattner Institute)

GAA Parallel Hybrid Genetic Algorithm for the k-Edge-Connected Hop-Constrained Network Design Problem

Ibrahima Diarrassouba (Le Havre University)
Mohamed Khalil Labidi (Paris Dauphine University)
Ali Ridha Mahjoub (Paris Dauphine University)
Anissa Omrane (Faculty of Science of Tunis)

GAFast Building Block Assembly by Majority Vote Crossover

Tobias Friedrich (Hasso Plattner Institute Potsdam Germany)
Timo Kötzing (Hasso Plattner Institute Potsdam Germany)
Martin S. Krejca (Hasso Plattner Institute Potsdam Germany)
Samadhi Nallaperuma (School of Computer Science The University of Adelaide Australia)
Frank Neumann (School of Computer Science The University of Adelaide Australia)
Martin Schirneck (Hasso Plattner Institute Potsdam Germany)

GAHidden Genes Genetic Algorithms for Systems Architecture Optimization

Ossama Abdelkhalik (Michigan Tech University)
Shadi Darani (Michigan Tech University)

GARuntime Analysis for the Parameter-less Population Pyramid

Brian Wesley Goldman (Michigan State University)
Dirk Sudholt (University of Sheffield)

GPA Dispersion Operator for Geometric Semantic Genetic Programming

Luiz Otavio V. B. Oliveira (UFMG)
Fernando E. B. Otero (University of Kent)
Gisele Lobo Pappa (UFMG)

GPThe Impact of Hyperselection on Lexicase Selection

Thomas Helmuth (Washington and Lee University)
Nicholas Freitag McPhee (University of Minnesota Morris)
Lee Spector (Hampshire College)

GPImproving Generalisation of Genetic Programming for Symbolic Regression with Structural Risk Minimisation

Qi Chen (Victoria University of Wellington)
Mengjie Zhang (Victoria University of Wellington)
Bing Cue (Victoria University of Wellington)

GPAutomatically Designing More General Mutation Operators of Evolutionary Programming for Groups of Function Classes Using a Hyper-HeuristicLibin Hong (University of Nottingham)
GPA New Wave: A Dynamic Approach to Genetic Programming

David Medernach (BDS Group CSIS Department University of Limerick Ireland)
Jeannie Fitzgerald (BDS Group CSIS Department University of Limerick Ireland)
R. Muhammad Atif Azad (BDS Group CSIS Department University of Limerick Ireland)
Conor Ryan (BDS Group CSIS Department University of Limerick Ireland)

GPManaging Repetition in Grammar-Based Genetic Programming

Miguel Nicolau (University College Dublin)
Michael Fenton (University College Dublin)

GPEpsilon-lexicase Selection for Regression

William La Cava (University of Massachusetts Amherst)
Lee Spector (Hampshire College)
Kourosh Danai (University of Massachusetts Amherst)

GPQuantitative Analysis of Evolvability using Vertex Centralities in Phenotype Network

Ting Hu (Memorial University)
Wolfgang Banzhaf (Memorial University)

GPDiscovering Rubik's Cube Subgroups using Coevolutionary GP - A Five Twist Experiment

Robert Smith (Dalhousie University)
Stephen Kelly (Dalhousie University)
Malcolm Heywood (Dalhousie University)

GPReducing Antagonism between Behavioral Diversity and Fitness in Semantic Genetic Programming

Marcin Szubert (University of Vermont)
Anuradha Kodali (UC Santa Cruz / NASA Ames Research Center)
Sangram Ganguly (BAERI / NASA Ames Research Center)
Kamalika Das (UC Santa Cruz / NASA Ames Research Center)
Joshua Bongard (University of Vermont)

GPNon-negative Matrix Factorization for Unsupervised Derivation of Search Objectives in Genetic Programming

Paweł Liskowski (Institute of Computing Science Poznan University of Technology)
Krzysztof Krawiec (Institute of Computing Science Poznan University of Technology)

GPEvolving Algebraic Constructions for Designing Bent Boolean Functions

Stjepan Picek (KU Leuven, Belgium)
Domagoj Jakobovic (Faculty of Electrical Engineering and Computing, Croatia)

IGECClassification 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)
Regina Célia Coelho (Universidade Federal de São Paulo)
Vinícius Veloso de Melo (Universidade Federal de São Paulo)

PESEvaluation-Time Bias in Quasi-Generational and Steady-State Asynchronous Evolutionary Algorithms

Eric O. Scott (George Mason University)
Kenneth A. De Jong (George Mason University)

PESHardware-Accelerated Parallel Genetic Algorithm for Fitness Functions with Variable Execution Times

yunfeng ma (University of York)
Leandro Soares Indrusiak (University of York)

PESPerformance 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)
Mario García Valdez (IT Tijuana)
Pedro A. Castillo (UGR)
Pablo García-Sánchez (UGR)
Paloma de las Cuevas (UGR)
Nuria Rico (UGR)

PESThe Seamless Peer And Cloud Evolution Framework

Guillaume Leclerc (École Polytechnique Fédérale de Lausanne)
Joshua Auerbach (École Polytechnique Fédérale de Lausanne)
Giovanni Iacca (École Polytechnique Fédérale de Lausanne)
Dario Floreano (École Polytechnique Fédérale de Lausanne)

RWAA Sparse Recurrent Neural Network for Trajectory Prediction of Atlantic Hurricanes

Mina Moradi Kordmahalleh (North Carolina A&T State University)
Mohammad Gorji Sefidmazgi (North Carolina A&T State University)
abdollah Homaifar (North Carolina A&T State University)

RWAA Genetic Decomposition Algorithm for Predicting Rainfall within Financial Weather Derivatives

Sam Alexander Cramer (University of Kent)
Michael Kampouridis (University of Kent)
Alex Freitas (University of Kent)

RWAEvolutionary design of fast high-quality hash functions for network applications

David Grochol (FIT BUT Czech Republic)
Lukas Sekanina (FIT BUT Czech Republic)

RWAPlanning Habitat Restoration with Genetic Algorithms

Jana Brotankova (James Cook University)
Tommaso Urli (NICTA / CSIRO Data61)
Philip Kilby (NICTA / CSIRO Data61)

RWANew bounds for Office Space Allocation using Tabu Search

Castillo Francisco (Universidad Técnica Federico Santa María)
Riff Maria-Cristina (Universidad Técnica Federico Santa María)
Montero Elizabeth (Universidad Técnica Federico Santa María)

RWAEvolutionary Multiobjective Optimization of Winglets

Mateus Augusto Malta Teixeira (Department of Mechanical Engineering Duke University)
Fillipe Goulart (Graduate Program in Electrical Engineering Universidade Federal de Minas Gerais)
Felipe Campelo (Department of Electrical Engineering Universidade Federal de Minas Gerais)

RWATackling the IFP Problem with the Preference-Based Genetic Algorithm

Sune Steinbjorn Nielsen (University of Luxembourg)
Christof Ferreira Torres (University of Luxembourg)
Gregoire Danoy (University of Luxembourg)
Pascal Bouvry (University of Luxembourg)

RWAEvolutionary Feature Subset Selection based on Compression-based Entropy Estimation

Pavel Krömer (VSB-TU Ostrava)
Jan Platos (VSB-TU Ostrava)

RWAGrammatical Evolution Enhancing Simulated Annealing for the Load Balancing Problem in Cloud Computing

Nasser R. Sabar (RMIT University Australia)
Andy Song (RMIT University Australia)

RWAArtificial Multi-Bee-Colony Algorithm for k-Nearest-Neighbor Fields Search

Yunhai Wang (Shandong University)
Minglun Gong (Memorial University)
Wolfgang Banzhaf (Memorial University)

RWAFinding Reliable Solutions in Bilevel Optimization Problems Under Uncertainties

Zhichao Lu (Michigan State University)
Kalyanmoy Deb (Michigan State University)
Ankur Sinha (Aalto University)

RWAFine Tuning of the Traffic in our Cities with Smart Panels: The Quito City Case Study

Daniel H. Stolfi (University of Malaga)
Rolando Armas (Shinshu University)
Enrique Alba (University of Malaga)
Hernan Aguirre (Shinshu University)
Kiyoshi Tanaka (Shinshu University)

RWAA Hybrid Multi-Population Genetic Algorithm for UAV Path Planning

Marcio da Silva Arantes (ICMC/USP)
Jesimar da Silva Arantes (ICMC/USP)
Claudio Fabiano Motta Toledo (ICMC/USP)

RWABenchmarks for the coal processing and blending problem

Sven Schellenberg (RMIT University)
Xiaodong Li (RMIT University)
Zbigniew Michalewicz (University of Adelaide)

RWAEvolutionary Learning of Schedulers for Heterogeneous Networks using Evaluative and Instructive Feedback

David Lynch (University College Dublin)
Michael Fenton (University College Dublin)
Stepan Kucera (Bell Laboratories Nokia)
Holger Claussen (Bell Laboratories Nokia)
Michael O'Neill (University College Dublin)

RWAA Real World Multi-UAV Evolutionary Planner for Minimum Time Target Detection

Sara Perez-Carabaza (Universidad Complutense de Madrid)
Eva Besada-Portas (Universidad Complutense de Madrid)
Jose Antonio Lopez-Orozco (Universidad Complutense de Madrid)
Jesus Manuel de la Cruz (Universidad Complutense de Madrid)

RWAMeasuring Source Code Similarity by Finding Similar Subgraph with an Incremental Genetic Algorithm

Jinhyun Kim (Seoul National University)
HyukGeun Choi (Seoul National University)
Hansang Yun (Seoul National University)
Byung-Ro Moon (Seoul National University)

RWAImproving File Compression Using Evolved Cellular Automata

Annie S. Wu (University of Central Florida)
Clifford E. Rice (University of Central Florida)

RWAGrammatical Evolutionary Techniques for Prompt Migraine Prediction

Josué Pagán (Complutense University of Madrid)
José L. Risco-Martín (Complutense University of Madrid)
José M. Moya (Technical University of Madrid)
José L. Ayala (Complutense University of Madrid)

RWASelection 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)
Christophe Foussette (divis intelligent solutions GmbH)
Tim Janus (TU Dortmund University Chair of Process Dynamics and Operations)
Axel Gottschalk (SUPREN GmbH)
Sebastian Engell (TU Dortmund University Chair of Process Dynamics and Operations)
Thomas Bäck (divis intelligent solutions GmbH)
Stephen Tlatlik (SUPREN GmbH)
Michael T.M. Emmerich (LIACS Leiden University)

RWAA Rule-based Pattern Search with a Genetic Algorithm

Myoung Hoon Ha (School of Computer Science & Engineering Seoul National University)
Sangyeop Lee (School of Computer Science & Engineering Seoul National University)
Byung-Ro Moon (School of Computer Science & Engineering Seoul National University)

RWAFinding 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)
Arturo Hernández-Aguirre (CIMATAC)

RWANeuroevolution of a Hybrid Power Plant Simulator

Shauharda Khadka (Oregon State University)
Kagan Tumer (Oregon State University)
Mitch Colby (Oregon State University)
Paolo Pezzini (AMES National Laboratory)
Dave Tucker (NETL)
Mark Bryden (AMES National Laboratory)

RWAPlanning Inspection Paths through Evolutionary Multi-objective Optimization

Kai Olav Ellefsen (SENAI CIMATEC)
Herman Augusto Lepikson (SENAI CIMATEC)
Jan Christian Albiez (SENAI CIMATEC / DFKI RIC)

RWAMultiobjective Neuroevolutionary Control for a Fuel Cell Turbine Hybrid Energy System

Mitchell Colby (Oregon State University)
Logan Yliniemi (University of Nevada Reno)
Paolo Pezzini (Ames National Laboratory)
David Tucker (National Energy Technologies Laboratory)
Kagan Tumer (Oregon State University)
Mark Bryden (Ames National Laboratory)

RWAFast and effective optimisation of arrays of submerged wave energy converters

Junhua Wu (University of Adelaide)
Slava Shekh (University of Adelaide)
Nataliia Sergiienko (University of Adelaide)
Benjamin Cazzolato (University of Adelaide)
Boyin Ding (University of Adelaide)
Frank Neumann (University of Adelaide)
Markus Wagner (University of Adelaide)

SBSETest Case Prioritization of Configurable Cyber-Physical Systems with Weight-Based Search Algorithms

Aitor Arrieta (Mondragon Goi Eskola Politeknikoa)
Shuai Wang (Simula Research Laboratory)
Goiuria Sagardui (Mondragon Goi Eskola Politeknikoa)
Leire Etxeberria (Mondragon Goi Eskola Politeknikoa)

SBSEA Combined Generative and Selective Hyper-heuristic for the Vehicle Routing Problem

Kevin Sim (Edinburgh Napier University)
Emma Hart (Edinburgh Napier University)

SBSEA Search-based Training Algorithm for Cost-aware Defect Prediction

Annibale Panichella (Delft University of Technology)
Carol V. Alexandru (University of Zurich)
Sebastiano Panichella (University of Zurich)
Alberto Bacchelli (Delft University of Technology)
Harald Gall (University of Zurich)

SBSEGrammatical Evolution for the Multi-Objective Integration and Test Order Problem

Thainá Mariani (Federal University of Parana)
Giovani Guizzo (Federal University of Parana)
Silvia Regina Vergilio (Federal University of Parana)
Aurora Trinidad Ramirez Pozo (Federal University of Parana)

SBSESearch-Based Cost-Effective Test Case Selection for Manual Execution within Time Budget: An Empirical Study

Dipesh Pradhan (Simula Research Laboratory)
Shuai Wang (Simula Research Laboratory)
Shaukat Ali (Simula Research Laboratory)
Tao Yue (Simula Research Laboratory and University of Oslo)

SBSELearning Overtime Dynamics Through Multiobjective Optimization

Márcio de Oliveira Barros (Federal University of the State of Rio de Janeiro)
Luiz Antonio Oliveira de Araujo Junior (Federal University of the State of Rio de Janeiro)

THEORYThe (1+1) Elitist Black-Box Complexity of LeadingOnes is $\Theta(n^2)$

Carola Doerr (CNRS and UPMC Paris)
Johannes Lengler (ETH Zuerich)

THEORYWhen Non-Elitism Outperforms Elitism for Crossing Fitness Valleys

Pietro S. Oliveto (University of Sheffield)
Tiago Paixão (IST Austria)
Jorge Pérez Heredia (University of Sheffield)
Dirk Sudholt (University of Sheffield); Barbora Trubenová (IST Austria)

THEORYEDAs cannot be Balanced and Stable

Tobias Friedrich (Hasso Plattner Institute)
Timo Kötzing (Hasso Plattner Institute)
Martin S. Krejca (Hasso Plattner Institute)

THEORYThe Impact of Migration Topology on the Runtime of Island Models in Dynamic Optimization

Andei Lissovoi (Technical University of Denmark)
Carsten Witt (Technical University of Denmark)

THEORYThe Right Mutation Strength for Multi-Valued Decision Variables

Benjamin Doerr (Ecole Polytechnique)
Carola Doerr (CNRS and Sorbonne Universites UPMC Univ Paris 06)
Timo Kötzing (Hasso-Plattner-Institut)

THEORYNoisy Optimization: Fast Convergence Rates with Comparison-Based Algorithms

Marie-Liesse Cauwet (INRIA)
Olivier Teytaud (TAO Inria)

THEORYOptimal Parameter Settings for the (1+(lambdalambda)) Genetic AlgorithmBenjamin Doerr (Ecole Polytechnique)
THEORYOptimal Mutation Rates for the (1+λ) EA on OneMax

Christian Gießen (Technical University of Denmark)
Carsten Witt (Technical University of Denmark)

THEORYOptimal Parameter Choices via Precise Black-Box Analysis

Benjamin Doerr (Ecole Polytechnique France)
Carola Doerr (CNRS and Univ. Sorbonnes Paris 6)
Jing Yang (Ecole Polytechnique France)


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