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Main Page
GECCO'12 Proceedings
GECCO'12
Companion
Compilation
Author Index
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GECCO
2012 Compilation Author Index
Tagarelli,
Andrea
Genetics
Based Machine Learning ~ Multiobjective Optimization of Co-Clustering
Ensembles (Page
1495)
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)
Tanev,
Ivan
Paper ~ On the Cumulative Effect of Bloat and Genetic Transposition
on the Efficiency of Incremental Evolution of Snake-like Robot (Page
161)
Tang,
Ke
Paper ~ A Developmental Solution to (Dynamic) Capacitated
Arc Routing Problems Using Genetic Programming (Page
831)
Tansey,
Wesley
Paper ~ Accelerating Evolution via Egalitarian Social Learning (Page
919)
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.
Paper ~ Linkage Tree Genetic Algorithms: Variants and Analysis (Page
625)
Paper ~ Multi-Objective Coevolutionary Automated Software
Correction (Page
1229)
Automated
Design of Algorithms ~ Supportive Coevolution (Page
59)
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Teng,
Yun
ICWLS
~ XCSF for Prediction on Emotion Induced by Image Based on Dimensional
Theory of Emotion (Page
375)
Terashima-Marín,
Hugo
Paper ~ Challenging Heuristics: Evolving Binary Constraint
Satisfaction Problems (Page
409)
Paper ~ Improving the Performance of Vector Hyper-Heuristics
Through Local Search (Page
1269)
Self-*
Search ~ The Impact of the Bin Packing Problem Structure in Hyper-Heuristic
Performance (Page
1545)
Thiel,
Stephan
Paper ~ Application of Evolutionary Methods to 3D Geoscience
Modelling (Page
1039)
Thierens,
Dirk
Paper ~ Linkage Neighbors, Optimal Mixing and Forced Improvements
in Genetic Algorithms (Page
585)
Paper ~ Predetermined versus Learned Linkage Models (Page
289)
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)
Toledo,
Franklina
Paper ~ A Hybrid Heuristic for the k-medoids Clustering
Problem (Page
417)
Tomassini,
Marco
Paper ~ Local Optima Networks and the Performance of Iterated
Local Search (Page
369)
Toscano-Pulido,
Gregorio
Paper ~ An Approach for Estimating Separability and Its
Application on High Dimensional Optimization (Page
951)
Paper ~ Locality-based Multiobjectivization for the HP
Model of Protein Structure Prediction (Page
473)
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Tosch,
Emma
GECCO-UP
~ Achieving COSMOS: A Metric for Determining When to Give up
and When to Reach for the Stars (Page
417)
Toutouh,
Jamal
GreenGEC
~ Green OLSR in VANETs with Differential Evolution (Page
11)
Trautmann,
Heike
Paper ~ Algorithm Selection Based on Exploratory Landscape
Analysis and Cost-Sensitive Learning (Page
313)
Paper ~ On the Properties of the R2 Indicator (Page
465)
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
Paper ~ Evolving Distributed Resource Sharing for Cubesat
Constellations (Page
1015)
Paper ~ Evolving Large Scale UAV Communication System (Page
1023)
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)
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Tušar,
Tea
Graduate
~ Discrete vs. Continuous Multiobjective Optimization of Continuous
Casting of Steel (Page
587)
Tuyls,
Karl
Paper ~ Evolutionary Advantage of Foresight in Markets (Page
943)
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)
Ulyantsev,
Vladimir
Graduate
~ Test-Based Extended Finite-State Machines Induction with Evolutionary
Algorithms and Ant Colony Optimization (Page
603)
Urbanowicz,
Ryan J.
Paper ~ Instance-Linked Attribute Tracking and Feedback
for Michigan-Style Supervised Learning Classifier Systems (Page
927)
ICWLS
~ Message from the Organizers of IWLCS 2012 (Page
373)
Usbeck,
Kyle
Paper ~ A Manifold Operator Representation for Adaptive
Design (Page
529)
Uva,
Antonio E.
MedGEC
~ Early Diagnosis of Lung Tumors by Genetically Optimized 3D-Metaball
Malignancy Metric (Page
531)
Uy,
Nguyen Quang
Paper ~ Evolving the Best Known Approximation to the Q
Function (Page
807)
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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)
Vanneschi,
Leonardo
Paper ~ Genetic Programming Needs Better Benchmarks (Page
791)
Paper ~ Parameter Tuning of Evolutionary Reactions Systems (Page
727)
Vargas,
Felipe
Integrative
Genetic and Evolutionary Computation ~ Improving Clonal Colony
Optimization to Evolve Robust Solutions (Page
1511)
Veeramachaneni,
Kalyan
Paper ~ An Investigation of Local Patterns for Estimation
of Distribution Genetic Programming (Page
767)
Veeramachaneni,
Kalyan
Symbolic
Regression and Modeling ~ Graphical Models and What They Reveal
bout GP When it Solves a Symbolic Regression Problem (Page
493)
Veerapen,
Nadarajen
Paper ~ An Exploration-Exploitation Compromise-Based Adaptive
Operator Selection for Local Search (Page
1277)
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Vellasques,
Eduardo
Paper ~ Gaussian Mixture Modeling for Dynamic Particle
Swarm Optimization of Recurrent Problems (Page
73)
Veloso,
Adriano
Evolutionary
Multiobjective Optimization ~ New Evolutionary Approaches to
High-Dimensional Data (Page
1447)
Vendramin,
Ana Cristina B. Kochem
Paper ~ CGrAnt: A Swarm Intelligence-Based Routing Protocol
for Delay Tolerant Networks (Page
33)
Ventresca,
Mario
Paper ~ Automatic Generation of Graph Models for Complex
Networks by Genetic Programming (Page
711)
Verel,
Sébastien
Advanced
Tutorials ~ Fitness Landscapes and Graphs: Multimodularity, Ruggedness
and Neutrality (Page
1013)
Paper ~ Local Optima Networks and the Performance of Iterated
Local Search (Page
369)
Vergara,
Fernando
Integrative
Genetic and Evolutionary Computation ~ Improving Clonal Colony
Optimization to Evolve Robust Solutions (Page
1511)
Viana,
Aline Carneiro
Paper ~ CGrAnt: A Swarm Intelligence-Based Routing Protocol
for Delay Tolerant Networks (Page
33)
Vico,
Francisco J.
Paper ~ Complex and Diverse Morphologies Can Develop from
a Minimal Genomic Model (Page
553)
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Vidal,
Daniel
Integrative
Genetic and Evolutionary Computation ~ Improving Clonal Colony
Optimization to Evolve Robust Solutions (Page
1511)
Vilela
Neto, Omar P.
Paper ~ Evolutionary Algorithms Applied to Elucidate Ionic
Water Cluster Structure Formation (Page
1151)
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)
Wagner,
Tobias
Paper ~ On the Properties of the R2 Indicator (Page
465)
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)
Wang,
Rui
Paper ~ Local Preference-inspired Co-Evolutionary Algorithms (Page
513)
Weber,
Michael
Paper ~ A Genetic and Insertion Heuristic Algorithm for
Solving the Dynamic Ridematching Problem with Time Windows (Page
385)
Weicker,
Karsten
Paper ~ Multi-Container Loading with Non-Convex 3D Shapes
Using a GA/TS Hybrid (Page
1143)
Weise,
Thomas
Paper ~ A Developmental Solution to (Dynamic) Capacitated
Arc Routing Problems Using Genetic Programming (Page
831)
Wemer,
Westley
Paper ~ Representations and Operators for Improving Evolutionary
Software Repair (Page
959)
Wenseleers,
Tom
ECoMASS
~ Evolutionary Synthesis of Multi-Agent Systems for Dynamic Dial-a-Ride
Problems (Page
331)
White,
Anthony
Paper ~ Evolving Axonal Delay Neural Networks for Robot
Control (Page
121)
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White,
David R.
Paper ~ Genetic Programming Needs Better Benchmarks (Page
791)
Whitley,
Darrell
Paper ~ Constant Time Steepest Descent Local Search with
Lookahead for NK-Landscapes and MAX-kSAT (Page
1357)
Whitley,
L. Darrell
Paper ~ Exact Computation of the Expectation Curves for
Uniform Crossover (Page
1301)
Advanced
Tutorials ~ Elementary Landscapes: Theory and Applications (Page
941)
Wilkerson,
Josh L.
Paper ~ Multi-Objective Coevolutionary Automated Software
Correction (Page
1229)
Wineberg,
Mark
Paper ~ An Empirical Approach to the Measurement of Interchromosomal
Distances in the Genetic Algorithm (Page
601)
Paper ~ Depictions of Genotypic Space for Evaluating the
Suitability of Different Recombination Operators (Page
609)
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)
Winzen,
Carola
Paper ~ Reducing the Arity in Unbiased Black-Box Complexity (Page
1309)
Witt,
Carsten
Advanced
Tutorials ~ Bioinspired Computation in Combinatorial Optimization
- Algorithms and Their Computational Complexity (Page
1035)
Paper ~ On the Analysis of the Simple Genetic Algorithm (Page
1341)
Woodard,
C. Jason
ECoMASS
~ Modeling Technology Evolution Using Generalized Genotype-Phenotype
Maps (Page
323)
Paper ~ Using Interactive Evolutionary Computation (IEC)
with Validated Surrogate Fitness Functions for Redistricting (Page
1071)
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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)
Wright,
Robert
Paper ~ Sample Aware Embedded Feature Selection for Reinforcement
Learning (Page
887)
Wróbel,
Borys
Paper ~ Co-evolution of Morphology and Control of Soft-bodied
Multicellular Animats (Page
561)
Evolutionary
Developmental Robotics ~ Evolving Morphologies and Controllers
for Soft-Bodied Multicellular Animats Using Gene Regulatory Networks
and Artificial Embryogenesis (Page
357)
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)
Xu,
Rui-tian
Paper ~ Estimating Markov Switching Model Using Differential
Evolution Algorithm in Prospective Infectious Disease Outbreak Detection (Page
1183)
Xue,
Bing
Paper ~ Multi-Objective Particle Swarm Optimisation (PSO)
for Feature Selection (Page
81)
Yagoubi,
Mouadh
Paper ~ Asynchronous Master/Slave MOEAs and Heterogeneous
Evaluation Costs (Page
1007)
Yamane,
Masakazu
Paper ~ Effects of Discrete Objective Functions with Different
Granularities on the Search Behavior of EMO Algorithms (Page
481)
Yang,
Bo
Paper ~ tk-SA: Accelerated Simulated Annealing Algorithm
for Application Mapping on Networks-on-Chip (Page
1191)
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Yang,
Chu-Sing
Genetic
Algorithms ~ Continuous Space Pattern Reduction for Genetic Clustering
Algorithm (Page
1475)
Yao,
Xin
Paper ~ Evolutionary Algorithms for the Project Scheduling
Problem: Runtime Analysis and Improved Design (Page
1221)
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)
Yoon,
Yourim
Paper ~ An Efficient Genetic Algorithm for Subgraph Isomorphism (Page
361)
Yu,
Lei
Paper ~ Sample Aware Embedded Feature Selection for Reinforcement
Learning (Page
887)
Yu,
Tian-Li
Late
Breaking Abstracts ~ A Linkage-Learning Niching in Estimation
of Distribution Algorithm (Page
649)
Paper ~ A Test Problem with Adjustable Degrees of Overlap
and Conflict Among Subproblems (Page
257)
Digital
Entertainment Technologies and Arts ~ Affective Content Based
Music Video Pairing System Using Real Coded GA (Page
1427)
Paper ~ Off-Line Building Block Identification: Detecting
Building Blocks Directly from Fitness without Genetic Algorithms (Page
641)
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Yu,
Wei-jie
Paper ~ Adaptive Differential Evolution with Optimization
State Estimation (Page
1285)
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)
Zaki,
Nazar
Paper ~ ProRank: A Method for Detecting Protein Complexes (Page
209)
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)
Paper ~ Fixed Budget Computations: A Different Perspective
on Run Time Analysis (Page
1325)
Zechman,
Emily M.
ECoMASS
~ Integrating Evolutionary Computation and Sociotechnical Simulation
for Flushing Contaminated Water Distribution Systems (Page
315)
Zell,
Andreas
Paper ~ Evaluation of the Performance of Evolutionary Algorithms
for Optimization of Low-Enthalpy Geothermal Heating Plants (Page
1047)
Zhan,
Jiguo
Paper ~ A GPU-Based Implementation of an Enhanced GEP Algorithm (Page
999)
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Zhan,
Zhi-hui
Integrative
Genetic and Evolutionary Computation ~ Enhance Differential Evolution
with Random Walk (Page
1513)
Zhang,
Jun
Paper ~ A Preference-Based Bi-Objective Approach to the
Payment Scheduling Negotiation Problem with the Extended r-Dominance
and NSGA-II (Page
1063)
Paper ~ Adaptive Differential Evolution with Optimization
State Estimation (Page
1285)
Self-*
Search ~ Adaptive Genetic Algorithm Based on Density Distribution
of Population (Page
1543)
Paper ~ Ant Colony Optimization Algorithm for Lifetime
Maximization in Wireless Sensor Network with Mobile Sink (Page
1199)
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)
Paper ~ Estimating Markov Switching Model Using Differential
Evolution Algorithm in Prospective Infectious Disease Outbreak Detection (Page
1183)
Paper ~ SDE: A Stochastic Coding Differential Evolution
for Global Optimization (Page
975)
Zhang,
Mengjie
Ant
Colony Optimization and Swarm Intelligence ~ A Spatial Random-Meaningful
Neighbourhood Topology in PSO for Edge Detection in Noisy Images (Page
1403)
Paper ~ Extracting and Using Building Blocks of Knowledge
in Learning Classifier Systems (Page
863)
Genetic
Programming ~ Genetic Programming for Edge Detection Based on
Figure of Merit (Page
1483)
Paper ~ Genetic Programming for Edge Detection Using Blocks
to Extract Features (Page
855)
Paper ~ Multi-Objective Particle Swarm Optimisation (PSO)
for Feature Selection (Page
81)
Paper ~ Two-Cornered Learning Classifier Systems for Pattern
Generation and Classification (Page
895)
Paper ~ XCS-Based Versus UCS-Based Feature Pattern Classification
System (Page
839)
Zhang,
Qiao
Paper ~ A Hybrid Metaheuristic Algorithm for Flexible Job-Shop
Scheduling Problems with Transportation Constraints (Page
441)
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)
Zhong,
Jing-hui
Paper ~ A Preference-Based Bi-Objective Approach to the
Payment Scheduling Negotiation Problem with the Extended r-Dominance
and NSGA-II (Page
1063)
Paper ~ Ant Colony Optimization Algorithm for Lifetime
Maximization in Wireless Sensor Network with Mobile Sink (Page
1199)
Paper ~ SDE: A Stochastic Coding Differential Evolution
for Global Optimization (Page
975)
Zhou,
Mingyuan
Paper ~ A GPU-Based Implementation of an Enhanced GEP Algorithm (Page
999)
Zincir-Heywood,
A. Nur
Paper ~ GP Under Streaming Data Constraints: A Case for
Pareto Archiving? (Page
703)
Zucchelli,
Mauro
Bioinformatics,
Computational, Systems and Synthetic Biology ~ A Genetic Approach
for Synthesizing Metabolic Models from Time Series (Page
1415)
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