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Main Page
GECCO'12
Proceedings
GECCO'12
Companion
Compilation
Author Index
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GECCO
2012 Companion Author Index
Santana,
Roberto
Genetic
Algorithms ~ Evolving NK-Complexity for Evolutionary Solvers (Page
1473)
Genetics
Based Machine Learning ~ Maximizing the Number of Polychronous
Groups in Spiking Networks (Page
1499)
Saubion,
Frédéric
Integrative
Genetic and Evolutionary Computation ~ Improving Clonal Colony
Optimization to Evolve Robust Solutions (Page
1511)
Sayama,
Hiroki
Late
Breaking Abstracts ~ Evolving Data Sets to Highlight the Performance
Differences between Machine Learning Classifiers (Page
657)
Schaffer,
J. David
Late
Breaking Abstracts ~ Evolving Data Sets to Highlight the Performance
Differences between Machine Learning Classifiers (Page
657)
Schaul,
Tom
BBOB
2012 ~ Benchmarking Exponential Natural Evolution Strategies
on the Noiseless and Noisy Black-Box Optimization Testbeds (Page
213)
BBOB
2012 ~ Benchmarking Natural Evolution Strategies with Adaptation
Sampling on the Noiseless and Noisy Black-Box Optimization Testbeds (Page
229)
BBOB
2012 ~ Benchmarking Separable Natural Evolution Strategies on
the Noiseless and Noisy Black-Box Optimization Testbeds (Page
205)
BBOB
2012 ~ Comparing Natural Evolution Strategies to BIPOP-CMA-ES
on Noiseless and Noisy Black-Box Optimization Testbeds (Page
237)
BBOB
2012 ~ Investigating the Impact of Adaptation Sampling in Natural
Evolution Strategies on Black-Box Optimization Testbeds (Page
221)
Scheibenpflug,
Andreas
Evolutionary
Computation Software Systems ~ Optimization Knowledge Base: An
Open Database for Algorithm and Problem Characteristics and Optimization
Results (Page
141)
Schmeck,
Hartmut
Genetics
Based Machine Learning ~ Stay Real! XCS with Rule Combining for
Real Values (Page
1493)
Schmidhuber,
Jürgen
Generative
and Developmental Systems ~ Complexity Search for Compressed
Neural Networks (Page
1455)
Late
Breaking Abstracts ~ Generalized Compressed Network Search (Page
647)
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Schneider,
Nicolas
Genetics
Based Machine Learning ~ Generic Prognosis with Evolutionary
Approaches (Page
1501)
Schneider,
Nicolas
Genetics
Based Machine Learning ~ Generic Prognosis with Evolutionary
Approaches (Page
1501)
Genetics
Based Machine Learning ~ Generic Prognosis with Evolutionary
Approaches (Page
1501)
Schoenauer,
Marc
BBOB
2012 ~ Black-Box Optimization Benchmarking of IPOP-saACM-ES and
Bipop-saACM-ES on the BBOB-2012 Noiseless Testbed (Page
175)
BBOB
2012 ~ Black-box Optimization Benchmarking of IPOP-saACM-ES on
the BBOB-2012 Noisy Testbed (Page
261)
BBOB
2012 ~ Black-box Optimization Benchmarking of NIPOP-aCMA-ES and
NBIPOP-aCMA-ES on the BBOB-2012 Noiseless Testbed (Page
269)
Schoonover,
Carl Edward
Keynote
Talks ~ How to Look Inside the Brain (Page
1393)
Sebag,
Michčle
BBOB
2012 ~ Black-Box Optimization Benchmarking of IPOP-saACM-ES and
Bipop-saACM-ES on the BBOB-2012 Noiseless Testbed (Page
175)
BBOB
2012 ~ Black-box Optimization Benchmarking of IPOP-saACM-ES on
the BBOB-2012 Noisy Testbed (Page
261)
BBOB
2012 ~ Black-box Optimization Benchmarking of NIPOP-aCMA-ES and
NBIPOP-aCMA-ES on the BBOB-2012 Noiseless Testbed (Page
269)
Semenov,
Mikhail A.
Late
Breaking Abstracts ~ Application of Evolutionary Algorithms for
Model Calibration (Page
621)
Sengupta,
Soumyadip
Evolutionary
Multiobjective Optimization ~ Configuration of Sensors on a 3-D
Terrain: An Approach Based on Evolutionary Multi-Objective Optimization (Page
1443)
Sepúlveda,
Johanna
Evolutionary
Multiobjective Optimization ~ Multi-objective Artificial Immune
Algorithm for Security-constrained Multi-Application NoC Mapping (Page
1449)
Setayesh,
Mahdi
Ant
Colony Optimization and Swarm Intelligence ~ A Spatial Random-Meaningful
Neighbourhood Topology in PSO for Edge Detection in Noisy Images (Page
1403)
Shafiee,
M. Ehsan
ECoMASS
~ Integrating Evolutionary Computation and Sociotechnical Simulation
for Flushing Contaminated Water Distribution Systems (Page
315)
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Shahbazkia,
Hamid Reza
Genetic
Algorithms ~ Affine Image Registration Transformation Estimation
Using a Real Coded Genetic Algorithm with SBX (Page
1459)
Shelton,
Joseph
Real
World Applications ~ Analyzing the Cross-Generalization Ability
of a Hybrid Genetic & Evolutionary Application for Multibiometric Feature
Weighting and Selection (Page
1521)
Sher,
Gene I.
Real
World Applications ~ Forex Trading Using Geometry Sensitive Neural
Networks (Page
1533)
Sinha,
Arun K.
Evolutionary
Combinatorial Optimization and Metaheuristics ~ An Evaluation
of Cellular Population Model for Improving Quantum-Inspired Evolutionary
Algorithm (Page
1437)
Sipper,
Moshe
Late
Breaking Abstracts ~ Evolving Players That Use Selective Game-Tree
Search with Genetic Programming (Page
631)
Smith,
Robert Elliott
Genetics
Based Machine Learning ~ An Information-Based Approach Towards
Neuro-Evolution (Page
1491)
Smith,
Schuyler
Generative
and Developmental Systems ~ Growing and Evolving Soft Robots
with a Face-Encoding Tetrahedral Grammar (Page
1457)
Smith,
Stephen L.
MedGEC
~ Message from the Medical Applications Workshop - MedGEC2012
- Program Chairs (Page
499)
Snáel,
Václav
GreenGEC
~ Evolutionary Prediction of Photovoltaic Power Plant Energy
Production (Page
35)
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Sokolov,
Andrey
Graduate
~ Evolving EFSMs Solving a Path-Planning Problem by Genetic Programming (Page
591)
Soltero,
Francisco J.
Real
World Applications ~ Optimization of Technical Indicators in
Real Time with Multiobjective Evolutionary Algorithms (Page
1535)
Sorio,
Enrico
Genetic
Programming ~ Automatic Generation of Regular Expressions from
Examples with Genetic Programming (Page
1477)
Spector,
Lee
GECCO-UP
~ Achieving COSMOS: A Metric for Determining When to Give up
and When to Reach for the Stars (Page
417)
GECCO-UP
~ Assessment of Problem Modality by Differential Performance
of Lexicase Selection in Genetic Programming: A Preliminary Report (Page
401)
Automated
Design of Algorithms ~ Autoconstructive Evolution for Structural
Problems (Page
75)
Genetic
Programming ~ Empirical Investigation of Size-Based Tournaments
for Node Selection in Genetic Programming (Page
1485)
Advanced
Tutorials ~ Expressive Genetic Programming: Tutorial: 2012 Genetic
and Evolutionary Computation Conference (GECCO-2012) (Page
983)
Srivastava,
Gursaran
Evolutionary
Combinatorial Optimization and Metaheuristics ~ An Evaluation
of Cellular Population Model for Improving Quantum-Inspired Evolutionary
Algorithm (Page
1437)
Srivastava,
Rupesh Kumar
Late
Breaking Abstracts ~ Generalized Compressed Network Search (Page
647)
Stanley,
Kenneth O.
Introductory
Tutorials ~ Evolving Neural Networks (Page
805)
Advanced
Tutorials ~ Generative and Developmental Systems (Page
961)
Stonedahl,
Forrest
ECoMASS
~ ECoMASS 2012 Workshop Welcome Message (Page
305)
Stratonovitch,
Pierre
Late
Breaking Abstracts ~ Application of Evolutionary Algorithms for
Model Calibration (Page
621)
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Strum,
Marius
Evolutionary
Multiobjective Optimization ~ Multi-objective Artificial Immune
Algorithm for Security-constrained Multi-Application NoC Mapping (Page
1449)
Stützle,
Thomas
BBOB
2012 ~ An ACO Algorithm Benchmarked on the BBOB Noiseless Function
Testbed (Page
159)
Suciu,
Mihai
Real
World Applications ~ Equitable Solutions in QoS-aware Service
Optimization (Page
1537)
Suda,
Reiji
Evolutionary
Combinatorial Optimization and Metaheuristics ~ An Efficient
GPU Implementation of a Multi-Start TSP Solver for Large Problem Instances (Page
1441)
Sudholt,
Dirk
Specialized
Techniques and Applications Tutorials ~ Theory of Swarm Intelligence (Page
1215)
Sun,
Quan
Genetics
Based Machine Learning ~ Full Model Selection in the Space of
Data Mining Operators (Page
1503)
Sutton,
Andrew M.
Advanced
Tutorials ~ Elementary Landscapes: Theory and Applications (Page
941)
Suzuki,
Junichi
GreenGEC
~ Evolutionary Multiobjective Optimization for Green Clouds (Page
19)
Swam,
Jerry
Automated
Design of Algorithms ~ Welcome Message from Workshop Chairs (Page
49)
Automated
Design of Algorithms ~ The Automatic Generation of Mutation Operators
for Genetic Algorithms (Page
67)
Tagarelli,
Andrea
Genetics
Based Machine Learning ~ Multiobjective Optimization of Co-Clustering
Ensembles (Page
1495)
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Talukder,
AKM Khaled Ahsan
Genetics
Based Machine Learning ~ Multiobjective Optimization of Co-Clustering
Ensembles (Page
1495)
Tan,
Maxine
MedGEC
~ Analysis of a Feature-Deselective Neuroevolution Classifier
(FD-NEAT) in a Computer-Aided Lung Nodule Detection System for CT Images (Page
539)
Tantar,
Alexandru
GreenGEC
~ Green and Efficient Energy Applications of Genetic and Evolutionary
Computation (Page
1)
Tantar,
Emilia
GreenGEC
~ Green and Efficient Energy Applications of Genetic and Evolutionary
Computation (Page
1)
Tauritz,
Daniel R.
Automated
Design of Algorithms ~ Supportive Coevolution (Page
59)
Teng,
Yun
ICWLS
~ XCSF for Prediction on Emotion Induced by Image Based on Dimensional
Theory of Emotion (Page
375)
Terashima-Marín,
Hugo
Self-*
Search ~ The Impact of the Bin Packing Problem Structure in Hyper-Heuristic
Performance (Page
1545)
Thompson,
Jeffrey A.
Undergraduate
Student ~ Trade-offs Using GAMID for the Inference of DNA Motifs
That Are Represented in Only a Subset of Sequences of Interest (Page
563)
Tinós,
Renato
GECCO-UP
~ Analysing Fitness Landscape Changes in Evolutionary Robots (Page
385)
Tosch,
Emma
GECCO-UP
~ Achieving COSMOS: A Metric for Determining When to Give up
and When to Reach for the Stars (Page
417)
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Toutouh,
Jamal
GreenGEC
~ Green OLSR in VANETs with Differential Evolution (Page
11)
Trujillo,
Leonardo
Genetic
Programming ~ A Comparative Study of an Evolvability Indicator
and a Predictor of Expected Performance for Genetic Programming (Page
1489)
Tsai,
Chun-Wei
Genetic
Algorithms ~ Continuous Space Pattern Reduction for Genetic Clustering
Algorithm (Page
1475)
Tsarev,
Fedor
Graduate
~ Test-Based Extended Finite-State Machines Induction with Evolutionary
Algorithms and Ant Colony Optimization (Page
603)
Tsutsui,
Shigeyoshi
Late
Breaking Abstracts ~ On the Effect of Using Multiple GPUs in
Solving QAPs with CUDA (Page
629)
Tumer,
Kagan
Artificial
Life/Robotics/Evolvable Hardware ~ Policy Transfer in Mobile
Robots using Neuro-Evolutionary Navigation (Page
1411)
Turi,
Dániel
ECoMASS
~ Automatic Discovery of Algorithms for Multi-Agent Systems (Page
337)
Tuar,
Tea
Graduate
~ Discrete vs. Continuous Multiobjective Optimization of Continuous
Casting of Steel (Page
587)
Ugolotti,
Roberto
MedGEC
~ First Results and Future Developments of the MIBISOC Project
in the IBISlab of the University of Parma (Page
509)
Evolutionary
Computation Software Systems ~ libCudaOptimize: An Open Source
Library of GPU-Based Metaheuristics (Page
117)
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Ulyantsev,
Vladimir
Graduate
~ Test-Based Extended Finite-State Machines Induction with Evolutionary
Algorithms and Ant Colony Optimization (Page
603)
Urbanowicz,
Ryan
ICWLS
~ Message from the Organizers of IWLCS 2012 (Page
373)
Uva,
Antonio E.
MedGEC
~ Early Diagnosis of Lung Tumors by Genetically Optimized 3D-Metaball
Malignancy Metric (Page
531)
van
Berkel, Sjors
ECoMASS
~ Automatic Discovery of Algorithms for Multi-Agent Systems (Page
337)
van
Lon, Rinde R.S.
ECoMASS
~ Evolutionary Synthesis of Multi-Agent Systems for Dynamic Dial-a-Ride
Problems (Page
331)
Vanden
Berghe, Greet
ECoMASS
~ Evolutionary Synthesis of Multi-Agent Systems for Dynamic Dial-a-Ride
Problems (Page
331)
Vargas,
Felipe
Integrative
Genetic and Evolutionary Computation ~ Improving Clonal Colony
Optimization to Evolve Robust Solutions (Page
1511)
Veeramachaneni,
Kalyan
Symbolic
Regression and Modeling ~ Graphical Models and What They Reveal
bout GP When it Solves a Symbolic Regression Problem (Page
493)
Veloso,
Adriano
Evolutionary
Multiobjective Optimization ~ New Evolutionary Approaches to
High-Dimensional Data (Page
1447)
Verel,
Sébastien
Advanced
Tutorials ~ Fitness Landscapes and Graphs: Multimodularity, Ruggedness
and Neutrality (Page
1013)
Vergara,
Fernando
Integrative
Genetic and Evolutionary Computation ~ Improving Clonal Colony
Optimization to Evolve Robust Solutions (Page
1511)
Vidal,
Daniel
Integrative
Genetic and Evolutionary Computation ~ Improving Clonal Colony
Optimization to Evolve Robust Solutions (Page
1511)
Vladislavleva,
Ekaterina
Symbolic
Regression and Modeling ~ Fourth Symbolic Regression and Modeling
Workshop (Page
485)
Voglis,
Costas
BBOB
2012 ~ MEMPSODE: An Empirical Assessment of Local Search Algorithm
Impact on a Memetic Algorithm Using Noiseless Testbed (Page
245)
BBOB
2012 ~ MEMPSODE: Comparing Particle Swarm Optimization and Differential
Evolution Within a Hybrid Memetic Global Optimization Framework (Page
253)
Vrahatis,
Michael N.
Evolutionary
Music ~ Genetic Evolution of L and FL-Systems for the Production
of Rhythmic Sequences (Page
461)
Wagner,
Stefan
Specialized
Techniques and Applications Tutorials ~ Algorithm and Experiment
Design with HeuristicLab: An Open Source Optimization Environment for
Research and Education (Page
1287)
Evolutionary
Music ~ An Adaption of the Schema Theorem to Various Crossover
and Mutation Operators for a Music Segmentation Problem (Page
469)
Evolutionary
Computation Software Systems ~ Integration of Flexible Interfaces
in Optimization Software Frameworks for Simulation-Based Optimization (Page
125)
Evolutionary
Computation Software Systems ~ Message from the EvoSoft Workshop
Chairs (Page
83)
Evolutionary
Computation Software Systems ~ On the Architecture and Implementation
of Tree-Based Genetic Programming in HeuristicLab (Page
101)
Evolutionary
Computation Software Systems ~ Optimization Knowledge Base: An
Open Database for Algorithm and Problem Characteristics and Optimization
Results (Page
141)
Walker,
David J.
GECCO-UP
~ The Lay of the Land: A Brief Survey of Problem Understanding (Page
425)
VizGEC
~ Visualisation in Genetic and Evolutionary Computation (VizGEC
2012) (Page
433)
VizGEC
~ Visualising Many-Objective Populations (Page
451)
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Wang,
Chong
Undergraduate
Student ~ Grammatical Evolution Decision Trees for Trio Designs (Page
559)
Wenseleers,
Tom
ECoMASS
~ Evolutionary Synthesis of Multi-Agent Systems for Dynamic Dial-a-Ride
Problems (Page
331)
Whitley,
L. Darrell
Advanced
Tutorials ~ Elementary Landscapes: Theory and Applications (Page
941)
Wineberg,
Mark
Advanced
Tutorials ~ Statistical Analysis for Evolutionary Computation:
An Introduction (Page
895)
Winkler,
Stephan
Evolutionary
Computation Software Systems ~ On the Architecture and Implementation
of Tree-Based Genetic Programming in HeuristicLab (Page
101)
Witt,
Carsten
Advanced
Tutorials ~ Bioinspired Computation in Combinatorial Optimization
- Algorithms and Their Computational Complexity (Page
1035)
Woodard,
C. Jason
ECoMASS
~ Modeling Technology Evolution Using Generalized Genotype-Phenotype
Maps (Page
323)
Woodward,
John
Automated
Design of Algorithms ~ The Automatic Generation of Mutation Operators
for Genetic Algorithms (Page
67)
Automated
Design of Algorithms ~ Welcome Message from Workshop Chairs (Page
49)
Wróbel,
Borys
Evolutionary
Developmental Robotics ~ Evolving Morphologies and Controllers
for Soft-Bodied Multicellular Animats Using Gene Regulatory Networks
and Artificial Embryogenesis (Page
357)
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Wunsch
II, Donald C.
Ant
Colony Optimization and Swarm Intelligence ~ Improving the Performance
of MAX-MIN Ant System on the TSP Using Stubborn Ants (Page
1395)
Yang,
Chu-Sing
Genetic
Algorithms ~ Continuous Space Pattern Reduction for Genetic Clustering
Algorithm (Page
1475)
Yeboah-Antwi,
Kwaku
Undergraduate
Student ~ Evolving Software Applications Using Genetic Programming
- PushCalc: The Evolved Calculator (Page
569)
Yefimochkin,
Oleksandr
Real
World Applications ~ An Evolutionary Approach to Define Investment
Strategies Based on Macroeconomic Indicators and Vix Data (Page
1539)
Yoon,
Du-Mim
Late
Breaking Abstracts ~ Comparison of Scoring Methods for Interactive
Evolutionary Computation Based Image Retouching System (Page
617)
Yu,
Tian-Li
Late
Breaking Abstracts ~ A Linkage-Learning Niching in Estimation
of Distribution Algorithm (Page
649)
Digital
Entertainment Technologies and Arts ~ Affective Content Based
Music Video Pairing System Using Real Coded GA (Page
1427)
Zaefferer,
Martin
Evolutionary
Multiobjective Optimization ~ Multi-Criteria Optimization for
Hard Problems Under Limited Budgets (Page
1451)
Symbolic
Regression and Modeling ~ Sequential Parameter Optimization for
Symbolic Regression (Page
495)
Late
Breaking Abstracts ~ SPOT Applied to Non-Stochastic Optimization
Problems - An Experimental Study (Page
645)
Specialized
Techniques and Applications Tutorials ~ Statistical Analysis
of Optimization Algorithms
with R (Page
1259)
Zaglauer,
Susanne
Late
Breaking Abstracts ~ The Evolutionary Algorithm SAMOA with Use
of Design of Experiments (Page
637)
Late
Breaking Abstracts ~ The Evolutionary Algorithm SAMOA with Use
of Dynamic Constraints (Page
635)
Zaman,
Luis
Evolutionary
Computation Software Systems ~ The SEEDS Platform for Evolutionary
and Ecological Simulations (Page
133)
Zarges,
Christine
Specialized
Techniques and Applications Tutorials ~ Artificial Immune Systems
for Optimisation (Page
1059)
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Zechman,
Emily M.
ECoMASS
~ Integrating Evolutionary Computation and Sociotechnical Simulation
for Flushing Contaminated Water Distribution Systems (Page
315)
Zhan,
Zhi-hui
Integrative
Genetic and Evolutionary Computation ~ Enhance Differential Evolution
with Random Walk (Page
1513)
Zhang,
Jun
Self-*
Search ~ Adaptive Genetic Algorithm Based on Density Distribution
of Population (Page
1543)
Integrative
Genetic and Evolutionary Computation ~ Differential Evolution
Algorithm with PCA-Based Crossover (Page
1509)
Integrative
Genetic and Evolutionary Computation ~ Enhance Differential Evolution
with Random Walk (Page
1513)
Zhang,
Mengjie
Ant
Colony Optimization and Swarm Intelligence ~ A Spatial Random-Meaningful
Neighbourhood Topology in PSO for Edge Detection in Noisy Images (Page
1403)
Genetic
Programming ~ Genetic Programming for Edge Detection Based on
Figure of Merit (Page
1483)
Zhang,
Tiantian
Integrative
Genetic and Evolutionary Computation ~ A Winner-Take-All Methodology:
Finding the Best Evolutionary Algorithm for the Global Optimization
of Functions (Page
1515)
Zhang,
Xue-Feng
ECoMASS
~ Hybrid Particle Swarm Optimization and Convergence Analysis
for Scheduling Problems (Page
307)
Zhang,
Yuyang
Artificial
Life/Robotics/Evolvable Hardware ~ A Species-Based Approach to
Brain-Body Co-Evolution of Modular Robots (Page
1413)
Zucchelli,
Mauro
Bioinformatics,
Computational, Systems and Synthetic Biology ~ A Genetic Approach
for Synthesizing Metabolic Models from Time Series (Page
1415)
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