GECCO Award Winners
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Transcript of GECCO Award Winners
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GECCO 2012 Awards
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Graduate Student Workshop
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Graduate Student Workshop
Franois-Michel De Rainville RoboticSwarm Cooperation
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Competitions and Industrial Challenge
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GECCO 2012 Industrial Challenge
Oliver Flasch Martina Friese Thomas Bartz-Beielstein Wolfgang Konen
Jens Neuhalfen Pier Luca Lanzi Jorn Mehnen
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Prizes
GECCOChampionwww.geccocompetitions.com
and fame!
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And the winners are
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Industrial Challenge
0
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Mr 07 Mr 09 Mr 11 Mr 13
EnergyConsumption(kWh)
Rank Author Score (RMSE)
M1S1 M1S2 M2S1 M2S2 Mean
1 Stephan Hutterer 0.8792 0.8976 0.5733 0.5896 0.7349
2 Torsten Hildebrandt 0.8620 0.8996 0.5814 0.6158 0.7397
3 Jens Heger 0.8719 0.9202 0.5720 0.6291 0.7483
4 Gabriel Kronberger 0.9514 0.9305 0.6608 0.6217 0.7911
5 GreenPocket GmbH 1.1516 1.1963 0.6898 0.6043 0.91056 Stephan Winkler 0.9728 1.1860 0.6724 0.8368 0.9170
Stephan Hutterer (University of Applied Sciences Upper Austria
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Humies
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2012 HumiesHuman-Competitive Results
Awards
$10,000 in prizesSponsored by Third Millennium On-Line
Products, Inc.
(and thanks to John Koza)
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Judges for 2012 Wolfgang Banzhaf
Erik Goodman Una-May OReilly Lee Spector Darrell Whitley
Entrants must have published result within the past year, andsatisfied one or more of 8 specified human-competitive criteria.
NOTE: This is a very difficult job, comparing apples to oranges, onmany criteria. Many submissions deserve recognition, but not all
can win.
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Honorable Mention
Two awardees (in alphabetical order):
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Honorable Mention
Uday Kamath
Amarda Shehu
Kenneth A. De Jong
Genetic Programming Based Feature Generationfor Automated DNA Sequence Analysis
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Honorable Mention
Ernesto Sanchez
Giovanni Squillero
Alberto Tonda
Automatic Generation of Software-basedFunctional Failing Test
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Bronze Award (and $2,000)
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Bronze Award (and $2,000)
Michael Dewey-Vogt
Stephanie Forrest
Claire Le Goues
Westley Weimer
Scalable Human-Competitive Software Repair
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Silver Award (and $3,000)
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Silver Award (and $3,000)
Richard A.J. Woolley
Julian Stirling
Philip Moriarty
Natalio Krasnogor
Adrian Radocea
Automated probe microscopy via evolutionaryoptimization at the atomic scale
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Gold Award (and $5,000)
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Gold Award (and $5,000)
Cameron Browne
Evolutionary Game Design
I A d
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Impact Award
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B t P A d
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Best Paper Awards
B P A d ACO SI
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Best Paper Award: ACO-SIAnt Colony Optimization and Swarm Intelligence
Learning Fuzzy Cognitive Maps from Data byAnt Colony Optimization, Ye Chen, Lawrence J.Mazlack, Long J. Lu
Gaussian Mixture Modeling for DynamicParticle Swarm Optimization of RecurrentProblems, Eduardo Vellasques, RobertSabourin, Eric Granger
B t P A d ACO SI
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Best Paper Award: ACO-SIAnt Colony Optimization and Swarm Intelligence
Learning Fuzzy Cognitive Maps from Data byAnt Colony Optimization, Ye Chen, Lawrence J.Mazlack, Long J. Lu
Gaussian Mixture Modeling for DynamicParticle Swarm Optimization of RecurrentProblems, Eduardo Vellasques, RobertSabourin, Eric Granger
Best Paper Award: ALIFE
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Best Paper Award: ALIFEArtificial Life, Robotics and Evolvable Hardware
Hierarchical Task Decomposition ThroughSymbiosis in Reinforcement Learning, John A.Doucette, Peter Lichodzijewski, Malcolm I.Heywood
Comparison ofCommunication Strategies inCooperative Learning, Michael Solomon,Robert B. Heckendorn, Terence Soule
Best Paper Award: ALIFE
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Best Paper Award: ALIFEArtificial Life, Robotics and Evolvable Hardware
Hierarchical Task Decomposition ThroughSymbiosis in Reinforcement Learning, John A.Doucette, Peter Lichodzijewski, Malcolm I.Heywood
Comparison ofCommunication Strategies inCooperative Learning, Michael Solomon,Robert B. Heckendorn, Terence Soule
Best Paper Award: DETA+PES
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Best Paper Award: DETA+PESDigital Entertainment Technologies and Arts
Parallel Evolutionary Systems
Accelerating Human-Computer CollaborativeSearch Through Learning Comparative andPredictive User Models, S. Hornby, Josh C.Bongard
An Improved CUDA-Based Implementation ofDifferential Evolution on GPU, A. K. Qin,Federico Raimondo, Florence Forbes, Yew SoonOng
Best Paper Award: DETA+PES
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Best Paper Award: DETA+PESDigital Entertainment Technologies and Arts
Parallel Evolutionary Systems
Accelerating Human-Computer CollaborativeSearch Through Learning Comparative andPredictive User Models, S. Hornby, Josh C.Bongard
An Improved CUDA-Based Implementation ofDifferential Evolution on GPU, A. K. Qin,Federico Raimondo, Florence Forbes, Yew SoonOng
Best Paper Award: ECOM
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Best Paper Award: ECOMEvolutionary Combinatorial Optimization and Metaheuristics
Evolutionary Algorithm with Solution Archivesand Bounding Extension for the GeneralizedMinimum Spanning Tree Problem, Bin Hu,Gnther R. Raidl
A Hybridization between Memetic Algorithmand Semidefinite Relaxation for the Max-CutProblem, Bo Song, Victor O. K. Li
Best Paper Award: ECOM
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Best Paper Award: ECOMEvolutionary Combinatorial Optimization and Metaheuristics
Evolutionary Algorithm with Solution Archivesand Bounding Extension for the GeneralizedMinimum Spanning Tree Problem, Bin Hu,Gnther R. Raidl
A Hybridization between Memetic Algorithmand Semidefinite Relaxation for the Max-CutProblem, Bo Song, Victor O. K. Li
Best Paper Award: EDA+GDS
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Best Paper Award: EDA+GDSEstimation of Distribution Algorithms
Generative and Developmental Systems
Complex and Diverse Morphologies CanDevelop from a Minimal Genomic Model, JoseDavid Fernndez, Francisco J. Vico, RenDoursat
A Memory Efficient and Continuous-ValuedCompact EDA for Large Scale Problems, SergioRojas-Galeano, Nestor Rodriguez
Best Paper Award: EDA+GDS
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Best Paper Award: EDA+GDSEstimation of Distribution Algorithms
Generative and Developmental Systems
Complex and Diverse Morphologies CanDevelop from a Minimal Genomic Model, JoseDavid Fernndez, Francisco J. Vico, RenDoursat
A Memory Efficient and Continuous-ValuedCompact EDA for Large Scale Problems, SergiRojas-Galeano, Nestor Rodriguez
Best Paper Award: EMO
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Best Paper Award: EMOEvolutionary Multiobjective Optimization
On the Properties of the R2 Indicator, DimoBrockhoff, Tobias Wagner, Heike Trautmann
Lorenz Equilibrium: Equitability in Non-Cooperative Games, Rka Nagy, Mihai Suciu, D.Dumitrescu
Best Paper Award: EMO
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Best Paper Award: EMOEvolutionary Multiobjective Optimization
On the Properties of the R2 Indicator, DimoBrockhoff, Tobias Wagner, Heike Trautmann
Lorenz Equilibrium: Equitability in Non-Cooperative Games, Rka Nagy, Mihai Suciu, DDumitrescu
Best Paper Award: GA
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pGenetic Algorithms
Runtime Analysis of Convex EvolutionarySearch, Alberto Moraglio, Dirk Sudholt
CrossoverSpeeds Up Building-Block
Assembly, Dirk Sudholt
Best Paper Award: GA
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Genetic Algorithms
Runtime Analysis of Convex EvolutionarySearch, Alberto Moraglio, Dirk Sudholt
CrossoverSpeeds Up Building-BlockAssembly, Dirk Sudholt
Best Paper Award: GBML
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Genetics Based Machine Learning
Filtering Sensory Information with XCSF:Improving Learning Robustness and ControlPerformance, Jan Kneissler, Patrick O. Stalph,Jan Drugowitsch, Martin V. Butz
Guided Evolution in XCSF, Patrick O. Stalph,Martin V. Butz
Best Paper Award: GBML
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Genetics Based Machine Learning
Filtering Sensory Information with XCSF:Improving Learning Robustness and ControlPerformance, Jan Kneissler, Patrick O. Stalph,Jan Drugowitsch, Martin V. Butz
Guided Evolution in XCSF, Patrick O. Stalph,Martin V. Butz
Best Paper Award: GP
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Genetic Programming
Symbolic Regression of Multiple-Time-ScaleDynamical Systems, Theodore W. Cornforth,Hod Lipson
Spatial Co-Evolution - Quicker, Fitter and LessBloated, Robin Harper
Best Paper Award: GP
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Genetic Programming
Symbolic Regression of Multiple-Time-ScaleDynamical Systems, Theodore W. Cornforth,Hod Lipson
Spatial Co-Evolution - Quicker, Fitter and LessBloated, Robin Harper
Best Paper Award: IGEC+SS+SBSE
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Best Paper Award: IGEC+SS+SBSEIntegrative Genetic and Evolutionary Computation,
Self-* Search and Search Based Software Engineering
Representations and Operators for ImprovingEvolutionary Software Repair, Claire Le Goues,Westley Wemer, Stephanie Forrest
A Hyper-Heuristic Evolutionary Algorithm forAutomatically Designing Decision-Tree Algorithms,Rodrigo C. Barros, Mrcio P. Basgalupp, Andr C. P.L. F. de Carvalho, Alex A. Freitas
Evolutionary Algorithm for Prioritized Pairwise TestData Generation, Javier Ferrer, Peter Krse,Francisco Chicano, Enrique Alba
Best Paper Award: IGEC+SS+SBSE
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Best Paper Award: IGEC+SS+SBSEIntegrative Genetic and Evolutionary Computation,
Self-* Search and Search Based Software Engineering
Representations and Operators for ImprovingEvolutionary Software Repair, Claire Le Goues,Westley Wemer, Stephanie Forrest
A Hyper-Heuristic Evolutionary Algorithm forAutomatically Designing Decision-Tree AlgorithmsRodrigo C. Barros, Mrcio P. Basgalupp, Andr C. PL. F. de Carvalho, Alex A. Freitas
Evolutionary Algorithm for Prioritized Pairwise TeData Generation, Javier Ferrer, Peter Krse,Francisco Chicano, Enrique Alba
Best Paper Award: RWAR l W ld A li ti
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Real World Applications
Evolving Large Scale UAV CommunicationSystem, Adrian Agogino, Chris Holmes Parker,Kagan Tumer
The Unconstrained Automated Generation ofCell Image Features for Medical Diagnosis,Taras Kowaliw, Wolfgang Banzhaf
Best Paper Award: RWAReal World Applications
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Real World Applications
Evolving Large Scale UAV CommunicationSystem, Adrian Agogino, Chris Holmes Parker,Kagan Tumer
The Unconstrained Automated Generation ofCell Image Features for Medical Diagnosis,Taras Kowaliw, Wolfgang Banzhaf
Best Paper Award: THEORY+ESEP
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Best Paper Award: THEORY+ESEPTheory, Evolutionary Strategies and Evolutionary Programming
A (1+1)-CMA-ES for Constrained Optimization,Dirk V. Arnold, Nikolaus Hansen
Reducing the Arity in Unbiased Black-BoxComplexity, Benjamin Doerr, Carola Winzen
The Choice of the Offspring Population Size inthe (1,) EA, Jonathan E. Rowe, Dirk Sudholt
Best Paper Award: THEORY+ESEP
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Best Paper Award: THEORY+ESEPTheory, Evolutionary Strategies and Evolutionary Programming
A (1+1)-CMA-ES for Constrained OptimizationDirk V. Arnold, Nikolaus Hansen
Reducing the Arity in Unbiased Black-BoxComplexity, Benjamin Doerr, Carola Winzen
The Choice of the Offspring Population Size in
the (1,) EA, Jonathan E. Rowe, Dirk Sudholt