GECCO 2012:
Philadelphia, PA, USA - Companion MaterialTerence Soule , Jason H. Moore (Eds.):
Genetic and Evolutionary Computation Conference, GECCO '12, Philadelphia, PA, USA, July 7-11, 2012, Companion Material Proceedings.
ACM 2012, ISBN 978-1-4503-1178-6 Green and efficient energy applications of genetic and evolutionary computation (GreenGEC)
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conf/gecco/CavalcanteAPL12 export record as
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Real world applications of evolutionary computation
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Nikhil Padhye :
Evolutionary approaches for real world applications in 21st century.
43-48
Automated design of algorithms
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conf/gecco/HarringtonSPO12
Evolutionary computation software systems
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conf/gecco/RainvilleFGPG12 export record as
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conf/gecco/KommendaKWWA12 export record as
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conf/gecco/ScheibenpflugWPA12 export record as
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Felix Dobslaw :
INPUT: the intelligent parameter utilization tool.
149-156
Black box optimization benchmarking 2012 (BBOB 2012)
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conf/gecco/LoshchilovSS12a export record as
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Vinicius Veloso de Melo :
Benchmarking the multi-view differential evolution on the noiseless BBOB-2012 function testbed.
183-188
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Petr Poaík ,
Václav Klema :
Benchmarking the differential evolution with adaptive encoding on noiseless functions.
189-196
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Petr Poaík ,
Václav Klema :
JADE, an adaptive differential evolution algorithm, benchmarked on the BBOB noiseless testbed.
197-204
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Tom Schaul :
Benchmarking separable natural evolution strategies on the noiseless and noisy black-box optimization testbeds.
205-212
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Tom Schaul :
Benchmarking exponential natural evolution strategies on the noiseless and noisy black-box optimization testbeds.
213-220
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Tom Schaul :
Investigating the impact of adaptation sampling in natural evolution strategies on black-box optimization testbeds.
221-228
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Tom Schaul :
Benchmarking natural evolution strategies with adaptation sampling on the noiseless and noisy black-box optimization testbeds.
229-236
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Tom Schaul :
Comparing natural evolution strategies to BIPOP-CMA-ES on noiseless and noisy black-box optimization testbeds.
237-244
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conf/gecco/LoshchilovSS12b export record as
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conf/gecco/LoshchilovSS12c export record as
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conf/gecco/BrockhoffAH12a export record as
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conf/gecco/BrockhoffAH12b Dimo Brockhoff ,
Anne Auger ,
Nikolaus Hansen :
On the impact of active covariance matrix adaptation in the CMA-ES with mirrored mutations and small initial population size on the noiseless BBOB testbed.
291-296
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conf/gecco/BrockhoffAH12c
Evolutionary computation and multi-agent systems and simulation (ECoMASS)
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M. Ehsan Shafiee ,
Emily M. Zechman :
Integrating evolutionary computation and sociotechnical simulation for flushing contaminated water distribution systems.
315-322
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Evolutionary developmental robotics
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conf/gecco/JoachimczakKDW12 export record as
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15th international workshop on learning classifier systems (ICWLS)
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Understanding problems (GECCO-UP)
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Renato Tinós :
Analysing fitness landscape changes in evolutionary robots.
385-392
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Lee Spector :
Assessment of problem modality by differential performance of lexicase selection in genetic programming: a preliminary report.
401-408
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Deon Garrett :
A call for collaborative landscape analysis.
409-416
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Emma Tosch ,
Lee Spector :
Achieving COSMOS: a metric for determining when to give up and when to reach for the stars.
417-424
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Visualisation methods for genetic and evolutionary computation (VizGEC)
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conf/gecco/FernandesMGFR12 export record as
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Kent McClymont :
Biaxial box plots and ordered trial ranks for visualizing large sets of experimental results.
443-450
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Evolutionary music
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conf/gecco/Kaliakatsos-PapakostasFKV12 export record as
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Symbolic regression and modeling workshop
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conf/gecco/Bartz-BeielsteinFZ12 export record as
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Mark E. Kotanchek :
Robust function discovery and feature selection for life sciences and engineering.
497-498
Medical applications of genetic and evolutionary computation workshop (MedGEC)
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Tim Rogalsky :
Bézier control parameterization for evolutionary optimization in disease models.
523-530
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conf/gecco/BevilacquaFFU12 export record as
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Undergraduate workshop
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Omri Bernstein :
Flea market simulator: a market simulator for experiments on the computational evolution of trading strategies for economic agents.
549-554
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David J. Gagne :
GAMIV: a genetic algorithm for identifying variable-lengthmotifs in noncoding DNA.
555-558
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Jeffrey Thompson :
Trade-offs using GAMID for the inference of DNA motifs that are represented in only a subset of sequences of interest.
563-568
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conf/gecco/Yeboah-Antwi12 Kwaku Yeboah-Antwi :
Evolving software applications using genetic programming - PushCalc: the evolved calculator.
569-572
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Yifeng Gao ,
Dan Lv :
Principal coordinate strategy: a novel adaptive control strategy for differential evolution.
573-578
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Timothy J. Kuehn :
Evolutionary fabrication: a system of autonomous invention.
579-584
Graduate workshop
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Sen Han :
Batting order optimization by genetic algorithm.
599-602
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conf/gecco/ChivilikhinUT12 export record as
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Late breaking abstracts workshop
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Du-Mim Yoon ,
Kyung-Joong Kim :
Comparison of scoring methods for interactive evolutionary computation based image retouching system.
617-618
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Martin Pilát ,
Roman Neruda :
A surrogate multiobjective evolutionary strategy with local search and pre-selection.
633-634
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Susanne Zaglauer :
The evolutionary algorithm SAMOA with use of dynamic constraints.
635-636
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Susanne Zaglauer :
The evolutionary algorithm SAMOA with use of design of experiments.
637-638
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conf/gecco/Bartz-BeielsteinFNZ12 export record as
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conf/gecco/SrivastavaSG12 export record as
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Amit Banerjee :
Density-based evolutionary outlier detection.
651-652
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Introductory tutorials
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Thomas Baeck :
Evolution strategies: basic introduction.
711-736
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Martin Pelikan :
Probabilistic model-building genetic algorithms.
777-804
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Advanced tutorials
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Mark Wineberg :
Statistical analysis for evolutionary computation: an introduction.
895-916
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Lee Spector :
Expressive genetic programming: tutorial: 2012 genetic and evolutionary computation conference (GECCO-2012).
983-1012
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Sébastien Vérel :
Fitness landscapes and graphs: multimodularity, ruggedness and neutrality.
1013-1034
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Frank Neumann ,
Carsten Witt :
Bioinspired computation in combinatorial optimization: algorithms and their computational complexity.
1035-1058
Specialized techniques and applications tutorials
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Benjamin Doerr :
Black-box complexity: from complexity theory to playing mastermind.
1079-1092
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William S. Bush :
Introduction to bioinformatics and computational biology.
1141-1170
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Gabriela Ochoa :
Hyper-heuristics and cross-domain optimization.
1197-1214
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conf/gecco/Bartz-BeielsteinPZ12 export record as
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Stefan Wagner ,
Gabriel Kronberger :
Algorithm and experiment design with heuristic lab: an open source optimization environment for research and education.
1287-1316
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Keynote talks
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Ant colony optimization and swarm intelligence
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conf/gecco/FernandesGRF12 export record as
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conf/gecco/RajasekharDD12 export record as
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Artificial life/robotics/evolvable hardware
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Yuyang Zhang ,
Yan Meng :
A species-based approach to brain-body co-evolution of modular robots.
1413-1414
Bioinformatics, computational, systems and synthetic biology
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conf/gecco/CastelliniMZB12 export record as
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Leon Palafox ,
Hitoshi Iba :
Gene regulatory network reverse engineering using population based incremental learning and K-means.
1423-1424
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conf/gecco/PascalieLLDD12
Digital entertainment technologies and arts
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Estimation of distribution algorithms
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Evolution strategies and evolutionary programming
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Rommel G. Regis :
Surrogate-assisted evolutionary programming for high dimensional constrained black-box optimization.
1431-1432
Evolutionary combinatorial optimization and metaheuristics
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Ahmed Kattan ,
Shaheen Fatima :
Evolving optimal agendas and strategies for negotiation in dynamic environments: a surrogate based approach.
1435-1436
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Kamil Rocki ,
Reiji Suda :
An efficient GPU implementation of a multi-start TSP solver for large problem instances.
1441-1442
Evolutionary multiobjective optimization
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conf/gecco/SepulvedaCSPGP12 export record as
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conf/gecco/ZaeffererBFNF12
Generative and developmental systems
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Genetic algorithms
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conf/gecco/BazarganiALMS12 export record as
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Keki M. Burjorjee :
Explaining adaptation in genetic algorithms with uniform crossover: the hyperclimbing hypothesis.
1461-1462
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Bryant A. Julstrom :
Naive and heuristic permutation-coded genetic algorithms for the quadratic knapsack problem.
1465-1466
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Genetic programming
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conf/gecco/BartoliDLMMS12 export record as
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Thomas Helmuth ,
Lee Spector :
Empirical investigation of size-based tournaments for node selection in genetic programming.
1485-1486
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Genetics based machine learning
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conf/gecco/FredivianusKS12 export record as
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conf/gecco/NourashrafeddinAM12 export record as
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Integrative genetic and evolutionary computation
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Mark Coletti :
The effects of training set size and keeping rules on the emergent selection pressure of learnable evolution model.
1505-1506
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conf/gecco/MaturanaVRSVV12 export record as
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Parallel evolutionary systems
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Real world applications
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Ana L. C. Bazzan :
Co-evolution of the dynamics in population games: the case of traffic flow assignment.
1523-1524
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Jinhyun Kim ,
Byung-Ro Moon :
New malware detection system using metric-based method and hybrid genetic algorithm.
1527-1528
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José Pinto ,
Nuno Horta :
Automated passive filter design using multi-objective genetic algorithms with variable parameters.
1531-1532
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Gene I. Sher :
Forex trading using geometry sensitive neural networks.
1533-1534
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conf/gecco/YefimochkinNH12
Search-based software engineering
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Self-* search
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conf/gecco/Lopez-CamachoTC12 export record as
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conf/gecco/ManukyanEHLKMR12
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