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Main Page
GECCO'12
Proceedings
GECCO'12
Companion
Compilation
Author Index
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GECCO
2012 Companion Author Index
Machado,
Penousal
Genetic
Programming ~ Improving Haar Cascade Classifiers Through the
Synthesis of New Training Examples (Page
1479)
Majercik,
Stephen M.
Ant
Colony Optimization and Swarm Intelligence ~ Swarm-Based Path
Creation in Dynamic Environments for Search and Rescue (Page
1401)
Manca,
Vincenzo
Bioinformatics,
Computational, Systems and Synthetic Biology ~ A Genetic Approach
for Synthesizing Metabolic Models from Time Series (Page
1415)
Mani,
Ashish
Evolutionary
Combinatorial Optimization and Metaheuristics ~ An Evaluation
of Cellular Population Model for Improving Quantum-Inspired Evolutionary
Algorithm (Page
1437)
Mani,
Nija
Evolutionary
Combinatorial Optimization and Metaheuristics ~ An Evaluation
of Cellular Population Model for Improving Quantum-Inspired Evolutionary
Algorithm (Page
1437)
Manukyan,
Narine
Self-*
Search ~ Evolutionary Mining for Multivariate Associations in
Large Time-Varying data sets: A Healthcare Network Application (Page
1547)
Marceau,
Rachel
Graduate
~ A Comparison of GE Optimized Neural Networks and Decision Trees (Page
611)
Martínez,
Yuliana
Genetic
Programming ~ A Comparative Study of an Evolvability Indicator
and a Predictor of Expected Performance for Genetic Programming (Page
1489)
Marvel,
Skylar
Graduate
~ Grammatical Evolution Support Vector Machines for Predicting
Human Genetic Disease Association (Page
595)
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Masek,
Martin
Genetic
Algorithms ~ Evaluating Coevolution on a Multimodal Problem (Page
1469)
Matoso,
Luis
Evolutionary
Multiobjective Optimization ~ New Evolutionary Approaches to
High-Dimensional Data (Page
1447)
Maturana,
Jorge
Integrative
Genetic and Evolutionary Computation ~ Improving Clonal Colony
Optimization to Evolve Robust Solutions (Page
1511)
Mauri,
Giancarlo
Bioinformatics,
Computational, Systems and Synthetic Biology ~ Estimating Reaction
Constants in Stochastic Biological Systems with a Multi-Swarm PSO Running
on GPUs (Page
1421)
Mauri,
Marco
Genetic
Programming ~ Automatic Generation of Regular Expressions from
Examples with Genetic Programming (Page
1477)
Mayo,
Michael
Genetics
Based Machine Learning ~ Full Model Selection in the Space of
Data Mining Operators (Page
1503)
McClymont,
Kent
GECCO-UP
~ 1st Understanding Problems Workshop (GECCO-UP) (Page
383)
VizGEC
~ Biaxial Box Plots and Ordered Trial Ranks for Visualizing Large
Sets of Experimental Results (Page
443)
GECCO-UP
~ The Lay of the Land: A Brief Survey of Problem Understanding (Page
425)
McGarraghy,
Sean
Genetic
Programming ~ Towards Adaptive Mutation in Grammatical Evolution (Page
1481)
McKinley,
Philip K.
Artificial
Life/Robotics/Evolvable Hardware ~ Exploring the Evolution of
Internal Control Structure using Digital Enzymes (Page
1407)
Evolutionary
Computation Software Systems ~ The SEEDS Platform for Evolutionary
and Ecological Simulations (Page
133)
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Medvet,
Eric
Genetic
Programming ~ Automatic Generation of Regular Expressions from
Examples with Genetic Programming (Page
1477)
Meira
Jr., Wagner
Evolutionary
Multiobjective Optimization ~ New Evolutionary Approaches to
High-Dimensional Data (Page
1447)
Melo,
Vinícius Veloso de
BBOB
2012 ~ Benchmarking the Multi-View Differential Evolution on
the Noiseless BBOB-2012 Function Testbed (Page
183)
Mendiburu,
Alexander
Genetic
Algorithms ~ Evolving NK-Complexity for Evolutionary Solvers (Page
1473)
Meng,
Yan
Artificial
Life/Robotics/Evolvable Hardware ~ A Species-Based Approach to
Brain-Body Co-Evolution of Modular Robots (Page
1413)
Merelo,
Juan-Julián
VizGEC
~ Generating Colored 2-Dimensional Representations of Sleep EEG
with the KANTS Clustering Algorithm (Page
435)
Ant
Colony Optimization and Swarm Intelligence ~ Particle Swarm with
Self-Organized Criticality (Page
1397)
Evolutionary
Computation Software Systems ~ SofEA, A Pool-Based Framework
for Evolutionary Algorithms using CouchDB (Page
109)
Parallel
Evolutionary Systems ~ Validating Design Choices in a Pool-Based
Distributed Evolutionary Algorithms Architecture (Page
1517)
Mersmann,
Olaf
BBOB
2012 ~ GECCO'12 Black-Box Optimization Workshop Chairs' Welcome
Message (Page
157)
Mesejo,
Pablo
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)
Meybodi,
Mohammad Reza
Parallel
Evolutionary Systems ~ Alpinist CellularDE: A Cellular Based
Optimization Algorithm for Dynamic Environments (Page
1519)
Milios,
Evangelos
Genetics
Based Machine Learning ~ An Evolutionary Subspace Clustering
Algorithm for High-Dimensional Data (Page
1497)
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Miller,
Julian F.
Specialized
Techniques and Applications Tutorials ~ GECCO 2012 Tutorial:
Cartesian Genetic Programming (Page
1093)
Miák,
Stanislav
GreenGEC
~ Evolutionary Prediction of Photovoltaic Power Plant Energy
Production (Page
35)
Mlakar,
Miha
Graduate
~ Discrete vs. Continuous Multiobjective Optimization of Continuous
Casting of Steel (Page
587)
Mohamad,
Zaid S.
MedGEC
~ Interactive Differential Evolution for Prostate Ultrasound
Image Thresholding (Page
501)
Molina,
Daniel
BBOB
2012 ~ An ACO Algorithm Benchmarked on the BBOB Noiseless Function
Testbed (Page
159)
Mollahosseini,
Ali
Genetic
Algorithms ~ Affine Image Registration Transformation Estimation
Using a Real Coded Genetic Algorithm with SBX (Page
1459)
Montes
de Oca, Marco A.
BBOB
2012 ~ An ACO Algorithm Benchmarked on the BBOB Noiseless Function
Testbed (Page
159)
Montévil,
Maël
Keynote
Talks ~ No Entailing Laws, but Enablement in the Evolution of
the Biosphere (Page
1379)
Moon,
Byung-Ro
Real
World Applications ~ New Malware Detection System Using Metric-Based
Method and Hybrid Genetic Algorithm (Page
1527)
Mora,
Antonio M.
VizGEC
~ Generating Colored 2-Dimensional Representations of Sleep EEG
with the KANTS Clustering Algorithm (Page
435)
Evolutionary
Computation Software Systems ~ SofEA, A Pool-Based Framework
for Evolutionary Algorithms using CouchDB (Page
109)
Parallel
Evolutionary Systems ~ Validating Design Choices in a Pool-Based
Distributed Evolutionary Algorithms Architecture (Page
1517)
Mora
Gutiérrez, Roman A.
Evolutionary
Combinatorial Optimization and Metaheuristics ~ A Discrete Artificial
Bee Colony Algorithm for the Multi-Objective Redistricting Problem (Page
1439)
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Moraglio,
Alberto
Specialized
Techniques and Applications Tutorials ~ Geometry of Evolutionary
Algorithms (Page
1317)
Motsinger-Reif,
Alison
Graduate
~ A Comparison of GE Optimized Neural Networks and Decision Trees (Page
611)
Graduate
~ Grammatical Evolution Support Vector Machines for Predicting
Human Genetic Disease Association (Page
595)
Motsinger-Reif,
Alison
Graduate
~ Message from the Workshops' & Program Chairs (Page
585)
Mouret,
Jean-Baptiste
Generative
and Developmental Systems ~ Dynamic Behavioral Diversity (Page
1453)
Mouret,
Jean-Baptiste
Evolutionary
Developmental Robotics ~ Evo-Devo-Robo Workshop Program (Page
355)
Evolutionary
Developmental Robotics ~ Message from the Evo-Devo-Robo Workshop's
Chairs (Page
353)
Mukherjee,
Shreya
Late
Breaking Abstracts ~ Differential Evolution of Constants in Genetic
Programming Improves Efficacy and Bloat (Page
625)
Self-*
Search ~ Evolutionary Mining for Multivariate Associations in
Large Time-Varying data sets: A Healthcare Network Application (Page
1547)
Nakayama,
Shigeru
Real
World Applications ~ User-System Cooperative Evolution for Japanese
Anagram Sentence Generation (Page
1529)
Nashed,
Youssef S. G.
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)
Nasir,
Md
Evolutionary
Multiobjective Optimization ~ Configuration of Sensors on a 3-D
Terrain: An Approach Based on Evolutionary Multi-Objective Optimization (Page
1443)
Naujoks,
Boris
Evolutionary
Multiobjective Optimization ~ Multi-Criteria Optimization for
Hard Problems Under Limited Budgets (Page
1451)
Late
Breaking Abstracts ~ SPOT Applied to Non-Stochastic Optimization
Problems - An Experimental Study (Page
645)
Neruda,
Roman
Late
Breaking Abstracts ~ A Surrogate Multiobjective Evolutionary
Strategy with Local Search and Pre-Selection (Page
633)
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Neumann,
Frank
Advanced
Tutorials ~ Bioinspired Computation in Combinatorial Optimization
- Algorithms and Their Computational Complexity (Page
1035)
Neves,
Rui
Real
World Applications ~ An Evolutionary Approach to Define Investment
Strategies Based on Macroeconomic Indicators and Vix Data (Page
1539)
Nicolau,
Miguel
Genetic
Programming ~ Towards Adaptive Mutation in Grammatical Evolution (Page
1481)
Nobile,
Marco S.
Bioinformatics,
Computational, Systems and Synthetic Biology ~ Estimating Reaction
Constants in Stochastic Biological Systems with a Multi-Swarm PSO Running
on GPUs (Page
1421)
Noémi,
Gaskó
Late
Breaking Abstracts ~ Evolving Mixed Nash Equilibria for Bimatrix
Games (Page
655)
Noman,
Nasimul
Bioinformatics,
Computational, Systems and Synthetic Biology ~ The Search for
Robust Topologies of Oscillatory Gene Regulatory Networks by Evolutionary
Computation (Page
1419)
Noroozi,
Vahid
Parallel
Evolutionary Systems ~ Alpinist CellularDE: A Cellular Based
Optimization Algorithm for Dynamic Environments (Page
1519)
Nourashrafeddin,
Seyednaser N.
Genetics
Based Machine Learning ~ An Evolutionary Subspace Clustering
Algorithm for High-Dimensional Data (Page
1497)
Ochoa,
Gabriela
Specialized
Techniques and Applications Tutorials ~ Hyper-Heuristics and
Cross-Domain Optimization (Page
1197)
Tutorials
~ Message from the Tutorials Chair (Page
669)
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Oliveira,
Gina M. B.
Evolutionary
Combinatorial Optimization and Metaheuristics ~ Synchronous Cellular
Automata Scheduler with Construction Heuristic to Static Task Scheduling
in Multiprocessors (Page
1433)
Oliwa,
Tomasz
Genetic
Algorithms ~ A Surrogate-Assisted and Informed Linkage Aware
GA (Page
1467)
Ollion,
Charles
Evolutionary
Developmental Robotics ~ Emergence of Memory in Neuroevolution:
Impact of Selection Pressures (Page
369)
O'Neill,
Michael
Real
World Applications ~ Comparing the Robustness of Grammatical
Genetic Programming Solutions for Femtocell Algorithms (Page
1525)
Genetic
Programming ~ Towards Adaptive Mutation in Grammatical Evolution (Page
1481)
Ong,
Yew Soon
Late
Breaking Abstracts ~ Experiences on Memetic Computation for Locating
Transition States in Biochemical Applications (Page
623)
Ono,
Satoshi
Real
World Applications ~ User-System Cooperative Evolution for Japanese
Anagram Sentence Generation (Page
1529)
O'Reilly,
Una-May
Automated
Design of Algorithms ~ Autoconstructive Evolution for Structural
Problems (Page
75)
Introductory
Tutorials ~ Genetic Programming: A Tutorial Introduction: Introduction
to Genetic Programming (Page
693)
Symbolic
Regression and Modeling ~ Graphical Models and What They Reveal
bout GP When it Solves a Symbolic Regression Problem (Page
493)
Orriols-Puig,
Alberto
ICWLS
~ Message from the Organizers of IWLCS 2012 (Page
373)
Otero,
Fernando E.B.
Evolutionary
Computation Software Systems ~ EpochX: Genetic Programming in
Java with Statistics and Event Monitoring (Page
93)
Ozisik,
A. Pinar
ECoMASS
~ The Effects of Tags on the Evolution of Honest Signaling (Page
345)
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Padhye,
Nikhil
Real
World Applications ~ Evolutionary Approaches for Real World Applications
in 21st Century (Page
43)
Palafox,
Leon
Bioinformatics,
Computational, Systems and Synthetic Biology ~ Gene Regulatory
Network Reverse Engineering using Population Based Incremental Learning
and K-means (Page
1423)
Palmer,
Michael E.
Evolutionary
Developmental Robotics ~ An Artificial Visual Cortex Drives Behavioral
Evolution in Co-Evolved Predator and Prey Robots (Page
361)
Papageorgiou,
Dimitris G.
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)
Pappa,
Gisele L.
GreenGEC
~ Roadside Unit Deployment for Information Dissemination in a
VANET: An Evolutionary Approach (Page
27)
Automated
Design of Algorithms ~ Welcome Message from Workshop Chairs (Page
49)
Parizeau,
Marc
Evolutionary
Computation Software Systems ~ DEAP: A Python Framework for Evolutionary
Algorithms (Page
85)
Park,
Hyun Soo
Late
Breaking Abstracts ~ Automatic Python Programming Using Stack-Based
Genetic Programming (Page
641)
Parsopoulos,
Konstantinos E.
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)
Pascalie,
Jonathan
Bioinformatics,
Computational, Systems and Synthetic Biology ~ Checkpoint Oriented
Cell-Cycle Simulation - Critical Role for Age Distribution Initialization (Page
1425)
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Patton,
Robert
MedGEC
~ Message from the Medical Applications Workshop - MedGEC2012
- Program Chairs (Page
499)
Pawlak,
Tomasz
Genetic
Programming ~ Locally Geometric Semantic Crossover (Page
1487)
Pedraza,
Cesar
Evolutionary
Multiobjective Optimization ~ Multi-objective Artificial Immune
Algorithm for Security-constrained Multi-Application NoC Mapping (Page
1449)
Pelikan,
Martin
Estimation
of Distribution Algorithms ~ Linkage Learning Using the Maximum
Spanning Tree of the Dependency Graph (Page
1429)
Introductory
Tutorials ~ Probabilistic Model-Building Genetic Algorithms (Page
777)
Pereira,
Adriano
Evolutionary
Multiobjective Optimization ~ New Evolutionary Approaches to
High-Dimensional Data (Page
1447)
Pereira,
Francisco B.
Automated
Design of Algorithms ~ Evolving Evolutionary Algorithms (Page
51)
Pescini,
Dario
Bioinformatics,
Computational, Systems and Synthetic Biology ~ Estimating Reaction
Constants in Stochastic Biological Systems with a Multi-Swarm PSO Running
on GPUs (Page
1421)
Petruso,
Holly
Undergraduate
Student ~ Grammatical Evolution Decision Trees for Trio Designs (Page
559)
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Pfahringer,
Bernhard
Genetics
Based Machine Learning ~ Full Model Selection in the Space of
Data Mining Operators (Page
1503)
Phan,
Dung H.
GreenGEC
~ Evolutionary Multiobjective Optimization for Green Clouds (Page
19)
Pilát,
Martin
Late
Breaking Abstracts ~ A Surrogate Multiobjective Evolutionary
Strategy with Local Search and Pre-Selection (Page
633)
Pinto,
José Matias
Real
World Applications ~ Automated Passive Filter Design Using Multi-Objective
Genetic Algorithms with Variable Parameters (Page
1531)
Pinville,
Tony
Evolutionary
Developmental Robotics ~ Emergence of Memory in Neuroevolution:
Impact of Selection Pressures (Page
369)
Piperagkas,
Grigoris S.
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)
Pires,
Ricardo
Evolutionary
Multiobjective Optimization ~ Multi-objective Artificial Immune
Algorithm for Security-constrained Multi-Application NoC Mapping (Page
1449)
Pitzer,
Erik
GECCO-UP
~ Generic Hardness Estimation Using Fitness and Parameter Landscapes
Applied to Robust Taboo Search and the Quadratic Assignment Problem (Page
393)
Evolutionary
Computation Software Systems ~ Integration of Flexible Interfaces
in Optimization Software Frameworks for Simulation-Based Optimization (Page
125)
Evolutionary
Computation Software Systems ~ Optimization Knowledge Base: An
Open Database for Algorithm and Problem Characteristics and Optimization
Results (Page
141)
Plato,
Jan
GreenGEC
~ Evolutionary Prediction of Photovoltaic Power Plant Energy
Production (Page
35)
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Pollack,
Jordan B.
Automated
Design of Algorithms ~ Autoconstructive Evolution for Structural
Problems (Page
75)
Ponsich,
Antonin
Evolutionary
Combinatorial Optimization and Metaheuristics ~ A Discrete Artificial
Bee Colony Algorithm for the Multi-Objective Redistricting Problem (Page
1439)
Pop,
Florin-Claudiu
Real
World Applications ~ Equitable Solutions in QoS-aware Service
Optimization (Page
1537)
Porta,
Michael
Late
Breaking Abstracts ~ Evolving Instances of Unconstrained Binary
Quadratic Programming that Challenge a Tabu Search Heuristic (Page
639)
Poík,
Petr
BBOB
2012 ~ Benchmarking the Differential Evolution with Adaptive
Encoding on Noiseless Functions (Page
189)
BBOB
2012 ~ GECCO'12 Black-Box Optimization Workshop Chairs' Welcome
Message (Page
157)
BBOB
2012 ~ JADE, an Adaptive Differential Evolution Algorithm, Benchmarked
on the BBOB Noiseless Testbed (Page
197)
Preuß,
Mike
Specialized
Techniques and Applications Tutorials ~ Computational Intelligence
in Games (Page
1139)
BBOB
2012 ~ GECCO'12 Black-Box Optimization Workshop Chairs' Welcome
Message (Page
157)
Specialized
Techniques and Applications Tutorials ~ Statistical Analysis
of Optimization Algorithms
with R (Page
1259)
Prokop,
Luká
GreenGEC
~ Evolutionary Prediction of Photovoltaic Power Plant Energy
Production (Page
35)
Pruteanu,
Andrei
ECoMASS
~ Automatic Discovery of Algorithms for Multi-Agent Systems (Page
337)
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Quiroz,
Juan C.
Late
Breaking Abstracts ~ 3-D Modeling Using Collaborative Evolution (Page
653)
Rafael,
Brigitte
Evolutionary
Music ~ An Adaption of the Schema Theorem to Various Crossover
and Mutation Operators for a Music Segmentation Problem (Page
469)
Rahmani,
Adel T.
Estimation
of Distribution Algorithms ~ Linkage Learning Using the Maximum
Spanning Tree of the Dependency Graph (Page
1429)
Rahnamayan,
Shahryar
MedGEC
~ Interactive Differential Evolution for Prostate Ultrasound
Image Thresholding (Page
501)
Rajasekhar,
Anguluri
Ant
Colony Optimization and Swarm Intelligence ~ μABC:
A Micro Artificial Bee Colony Algorithm for Large Scale Global Optimization (Page
1399)
Ranjeet,
Tirtha
Genetic
Algorithms ~ Evaluating Coevolution on a Multimodal Problem (Page
1469)
Rasheed,
Khaled
Genetic
Algorithms ~ A Surrogate-Assisted and Informed Linkage Aware
GA (Page
1467)
Raway,
Thomas
Late
Breaking Abstracts ~ Evolving Data Sets to Highlight the Performance
Differences between Machine Learning Classifiers (Page
657)
Regis,
Rommel G.
Evolution
Strategies and Evolutionary Programming ~ Surrogate-Assisted
Evolutionary Programming for High Dimensional Constrained Black-Box
Optimization (Page
1431)
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Reif,
David
Graduate
~ A Comparison of GE Optimized Neural Networks and Decision Trees (Page
611)
Reis,
Gustavo
Evolutionary
Music ~ Evolutionary Algorithms and Automatic Transcription of
Music (Page
477)
Richard,
William K.
Ant
Colony Optimization and Swarm Intelligence ~ Swarm-Based Path
Creation in Dynamic Environments for Search and Rescue (Page
1401)
Rieffel,
John
Generative
and Developmental Systems ~ Growing and Evolving Soft Robots
with a Face-Encoding Tetrahedral Grammar (Page
1457)
Undergraduate
Student ~ Welcome to the 2012 GECCO Undergraduate Student Workshop (Page
547)
Rincón
García, Eric A.
Evolutionary
Combinatorial Optimization and Metaheuristics ~ A Discrete Artificial
Bee Colony Algorithm for the Multi-Objective Redistricting Problem (Page
1439)
Riolo,
Rick
ECoMASS
~ ECoMASS 2012 Workshop Welcome Message (Page
305)
Rizzo,
Donna M.
Self-*
Search ~ Evolutionary Mining for Multivariate Associations in
Large Time-Varying data sets: A Healthcare Network Application (Page
1547)
Robilliard,
Denis
Late
Breaking Abstracts ~ Combining Programs to Counter Code Disruption (Page
643)
Rocki,
Kamil
Evolutionary
Combinatorial Optimization and Metaheuristics ~ An Efficient
GPU Implementation of a Multi-Start TSP Solver for Large Problem Instances (Page
1441)
Rodríguez,
Katya
Late
Breaking Abstracts ~ Message of the LBA Workshop Chairs (Page
615)
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Rogalsky,
Tim
MedGEC
~ Bézier Control Parameterization for Evolutionary Optimization
in Disease Models (Page
523)
Rojas,
Cristian
Integrative
Genetic and Evolutionary Computation ~ Improving Clonal Colony
Optimization to Evolve Robust Solutions (Page
1511)
Romero,
Juan
Genetic
Programming ~ Improving Haar Cascade Classifiers Through the
Synthesis of New Training Examples (Page
1479)
Rosa,
Agostinho C.
VizGEC
~ Generating Colored 2-Dimensional Representations of Sleep EEG
with the KANTS Clustering Algorithm (Page
435)
Ant
Colony Optimization and Swarm Intelligence ~ Particle Swarm with
Self-Organized Criticality (Page
1397)
Rothlauf,
Franz
Advanced
Tutorials ~ Representations for Evolutionary Algorithms (Page
873)
Rowe,
Jonathan E.
Advanced
Tutorials ~ Genetic Algorithm Theory (Page
917)
Rudinac,
Maja
Evolutionary
Developmental Robotics ~ Empirical Mode Decomposition for Saliency
Detection (Page
365)
Ryerkerk,
Matt
Genetic
Algorithms ~ Meaningful Representation and Recombination of Variable
Length Genomes (Page
1471)
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