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GECCO'11 Proceedings

GECCO'11 Companion

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GECCO'11 Companion Author Index


Ebecken, Nelson F. F.

Genetic Algorithms as a Pre Processing Strategy for Imbalanced Datasets (Page 131)


Egorov, Kirill

Finite State Machine Induction using Genetic Algorithm based on Testing and Model Checking (Page 759)


Eiben, A. E.

Population Diversity Index: A New Measure for Population Diversity (Page 269)

Embodied Artificial Evolution: The Future of Artificial Evolutionary Systems (Page 27)


Ellingsen, Pĺl Gunnar

Genetic Invention of Fast and Optimal Broad-Band Stokes/Mueller Polarimeter Designs (Page 237)


Elomari, Jawad

Simultaneous Tuning of Metaheuristic Parameters for Various Computing Budgets (Page 263)


Endler, Anke

Extracting Adaptation Strategies for E-Learning Programs with XCS (Page 743)


Esmin, Ahmed Ali Abdalla

Particle Swarm Optimization for Multi-Label Classification (Page 17)


Everson, Richard M.

Rank-based Dimension Reduction for Many-criteria Populations (Page 107)


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Fagan, David

Dynamic Ant: Introducing a New Benchmark for Genetic Programming in Dynamic Environments (Page 183)

Genotype-Phenotype Mapping in Dynamic Environments with Grammatical Evolution (Page 783)


Fan, Kai-Chun

Interaction Detection by NFE Estimation (Page 71)


Fan, Zhun

Automatic Synthesis of MEMS Devices Using Self-Adaptive Hybrid Metaheuristics (Page 813)


Faschang, Patrizia

On the Performance of Evolutionary Algorithms in Biomedical Keyword Clustering (Page 511)


Faunes, Martin

Software Clustering by Example (Page 245)


Fekete, Jean-Daniel

Visual Analytics of EA Data (Page 145)


Fernandez, Antonio

A Memetic Algorithm for Two-dimensional Multi-Objective Bin-packing with Constraints (Page 341)


Fernández Caballero, Juan Carlos

Memetic Evolutionary Multi-Objective Neural Network Classifier to Predict Graft Survival in Liver Transplant Patients (Page 479)


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Fernández-Navarro, Francisco

Memetic Evolutionary Multi-Objective Neural Network Classifier to Predict Graft Survival in Liver Transplant Patients (Page 479)


Ferreira, N.

Embodied Artificial Evolution: The Future of Artificial Evolutionary Systems (Page 27)


Ferrer-Soriano, Halley Jarumy

Evolving Solutions of Mixed-model Assembly Line Balancing Problems by Chaining Heuristic Optimization Methods (Page 49)


Fialho, Álvaro

Optimizing Architectural and Structural Aspects of Buildings towards Higher Energy Efficiency (Page 727)


Fieldsend, Jonathan E.

Rank-based Dimension Reduction for Many-criteria Populations (Page 107)


Filipič, Bogdan

A Multiobjective Optimization Algorithm for Discovering Driving Strategies (Page 751)


Flasch, Oliver

Noisy Optimization with Sequential Parameter Optimization and Optimal Computational Budget Allocation (Page 119)


Folino, Gianluigi

Using Bayesian Networks for Selecting Classifiers in GP Ensembles (Page 173)


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Fontanella, Francesco

Using Bayesian Networks for Selecting Classifiers in GP Ensembles (Page 173)


Forbes, Florence

Dynamic Regional Harmony Search with Opposition and Local Learning (Page 53)


Freitas, Alex A.

Towards the Automatic Design of Decision Tree Induction Algorithms (Page 567)


French, Tim

PCA for Improving the Performance of XCSF in Classification of High-dimensional Problems (Page 361)


Friedrich, Tobias

Foundations of Evolutionary Multi-Objective Optimization (Page 1213)


Friese, Martina

Noisy Optimization with Sequential Parameter Optimization and Optimal Computational Budget Allocation (Page 119)


Fujita, Hiroshi

Combining PSO and Local Search to Solve Scheduling Problems (Page 347)


Gagné, Christian

Bloat Control in Genetic Programming with a Histogram-based Accept-Reject Method (Page 187)


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Galib, Syed Md.

Road Traffic Optimisation Using an Evolutionary Game (Page 519)


Gams, Matjaž

A Multiobjective Optimization Algorithm for Discovering Driving Strategies (Page 751)


García, Antonio

Comparing the Performance of Evolutionary Algorithms for Permutation Constraint Satisfaction (Page 57)


García, Eva

Comparing the Performance of Evolutionary Algorithms for Permutation Constraint Satisfaction (Page 57)


Gardner, Marc-André

Bloat Control in Genetic Programming with a Histogram-based Accept-Reject Method (Page 187)


Ghandar, Adam

Considerations of the Nature of the Relationship Between Generalization and Interpretability in Evolutionary Fuzzy Systems (Page 97)

Controlling the Tradeoff between Time and Quality by Considering the Reproductive Potential of Offspring (Page 135)


Ghosh, Saurav

A Modified Differential Evolution for Autonomous Deployment and Localization of Sensor Nodes (Page 235)


Giacobini, Mario

Automatic Hippocampus Localization in Histological Images using PSO-Based Deformable Models (Page 487)


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Giacomoni, Marcio H.

A Multi-objective Niching Co-evolutionary Algorithm (MNCA) for Identifying Diverse Sets of Non-dominated Solutions (Page 805)


Gil, Consolación

A Memetic Algorithm for Two-dimensional Multi-Objective Bin-packing with Constraints (Page 341)

Open Source Tool for Energy Saving and Efficient System Management (Page 711)


Gill, Zann

Collaborative Intelligence in Living Systems: Algorithmic Implications of Evo-devo Debates (Page 803)


Gluckman, Gideon M.

An Agent-Based Model of the Effects of a Primate Social Structure on the Speed of Natural Selection (Page 535)


Gog, Anca

Towards the Efficient Evolution of Particle-Based Computation in Cellular Automata (Page 835)


Goldman, Brian W.

Meta-Evolved Empirical Evidence of the Effectiveness of Dynamic Parameters (Page 155)

Self-Configuring Crossover (Page 575)


Gómez Perdomo, Jonatan

Mechanism of Failure Diagnosis Based on Language Games and Q-learning over a Termites Simulator (Page 3)


Gonçalves, Kęnia

Robot Routing in Sparse Wireless Sensor Networks with Continuous Ant Colony Optimization (Page 599)


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Gong, Maoguo

Spatio-Temporal Data Evolutionary Clustering Based on MOEA/D (Page 85)


Gong, Wenyin

Adaptive Parameter Selection for Strategy Adaptation in Differential Evolution (Page 111)

Differential Evolution with Improved Population Reduction (Page 143)


Goodman, Erik D.

Introduction to Genetic Algorithms (Page 839)


Gras, Robin

Efficient EDA for Large Opimization Problems via Constraining the Search Space of Models (Page 73)


Grimme, Christian

An Expertise-Guided Multi-Criteria Approach to Scheduling Problems (Page 47)

Integrating Niching into the Predator-Prey Model Using Epsilon-Constraints (Page 109)


Guan, Jing

Differential Evolution with Improved Population Reduction (Page 143)


Guerrero, José L.

A Robust Memetic Algorithm with Self-stopping Capabilities (Page 113)


Guilherme, Jorge

Optimal OpAmp Sizing based on a Fuzzy-Genetic Kernel (Page 827)


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Guimarăes, Frederico G.

A Cooperative Coevolutionary Algorithm for the Design of Wireless Sensor Networks (Page 607)


Guo, Wei

Estimating Functional Agent-Based Models: An Application to Bid Shading in Online Markets Format (Page 559)


Gwizdałła, Tomasz M.

Different Versions of Particle Swarm Optimization for Magnetic Problems (Page 5)


Haddow, Pauline C.

Evolutionary Music Composition based on Zipf's Law (Page 41)


Hamadi, Youssef

Optimizing Architectural and Structural Aspects of Buildings towards Higher Energy Efficiency (Page 727)


Hamzeh, Ali

Voting Based Learning Classifier System for Multi-Label Classification (Page 355)


Hanczyc, Martin

Machine Learning for Drug Design, Molecular Machines and Evolvable Artificial Cells (Page 831)


Hansen, Nikolaus

CMA-ES - Evolution Strategies and Covariance Matrix Adaptation (Page 991)


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Harding, Simon L.

GECCO 2011 Tutorial: Cartesian Genetic Programming (Page 1261)

Implementing Cartesian Genetic Programming Classifiers on Graphics Processing Units Using GPU.NET (Page 463)

SMCGP2: Finding Algorithms that Approximate Numerical Constants Using Quaternions and Complex Numbers (Page 197)


Hardison, Nicholas

Optimization of Grammatical Evolution Decision Trees (Page 35)


Harper, Robin

Dynamic L-Systems in GE (Page 209)


Harrington, Kyle

Fecundity and Selectivity in Evolutionary Computation (Page 129)


Harris, Tyndall

Optimization of Grammatical Evolution Decision Trees (Page 35)


Hasegawa, Naohiro

Acceleration of Genetic Algorithms for Sudoku Solution on Many-Core Processors (Page 407)


Hasegawa, Ryuzo

Combining PSO and Local Search to Solve Scheduling Problems (Page 347)


Hashemi, Sattar

Voting Based Learning Classifier System for Multi-Label Classification (Page 355)


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Hatton, Donagh

Explorations on Template-Directed Genetic Repair using Ancient Ancestors and Other Templates (Page 325)


Hauschild, Mark W.

Second Order Heuristics in ACGP (Page 671)


Heckendorn, Robert B.

Developmental Scalable Hierarchies for Multi-Agent Swarms (Page 207)


Helmuth, Thomas

Fecundity and Selectivity in Evolutionary Computation (Page 129)

Size-Based Tournaments for Node Selection (Page 799)


Hemberg, Erik

A Symbolic Regression Approach to Manage Femtocell Coverage Using Grammatical Genetic Programming (Page 639)

Dynamic Ant: Introducing a New Benchmark for Genetic Programming in Dynamic Environments (Page 183)

Interactive Operators for Evolutionary Architectural Design (Page 43)


Hernández, Hugo

Implementing a Model of Japanese Tree Frogs' Calling Behavior in Sensor Networks: A Study of Possible Improvements (Page 615)


Hernández-Aguirre, Arturo

Estimation of Distribution Algorithms based on Copula Functions (Page 795)


Hervás-Martínez, César

Memetic Evolutionary Multi-Objective Neural Network Classifier to Predict Graft Survival in Liver Transplant Patients (Page 479)


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Hickinbotham, Simon J.

Estimating Swarm Parameters by Evolutionary Learning (Page 1)


Hidalgo, Diana

Generating Gaits for Physical Quadruped Robots: Evolved Neural Networks Vs. Local Parameterized Search (Page 31)


Hidalgo, José Ignacio

(1+2)-Evolution Strategy for Fitting a Straight Shuffle of Min to a Dataset (Page 115)


Higo, Takayuki

Importance Sampling Regularization for Estimation of Distribution Algorithms (Page 63)


Hirasawa, Kotaro

A Memory Scheme for Genetic Network Programming with Adaptive Mutation (Page 179)

Evolving Associative Classifier for Incomplete Database Using Genetic Network Programming (Page 165)

Genetic Network Programming with Changing Structures for a Novel Stock Selection Model (Page 239)


Ho, Lester

A Symbolic Regression Approach to Manage Femtocell Coverage Using Grammatical Genetic Programming (Page 639)


Ho, Tsung-Yu

A Test Function with Full Controllability over Overlapping (Page 61)


Hochreiter, Ronald

Evolved Election Forecasts: Using Genetic Algorithms in Improving Election Forecast Results (Page 229)


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Holeňa, Martin

Case Study: Constraint Handling in Evolutionary Optimization of Catalytic Materials (Page 333)


Holladay, Kenneth

Automatic Pyrolysis Mass Loss Modeling from Thermo-Gravimetric Analysis Data Using Genetic Programming (Page 655)


Hoover, Kristopher

Optimization of Grammatical Evolution Decision Trees (Page 35)


Horta, Nuno

Fitness Function Evaluation for MA Trading Strategies based on Genetic Algorithms (Page 819)

Optimal OpAmp Sizing based on a Fuzzy-Genetic Kernel (Page 827)


Hsueh, Chung-Hsiang

A Test Function with Full Controllability over Overlapping (Page 61)


Hussin, Mohamed Saifullah

A Detailed Analysis of the Population-Based Ant Colony Optimization Algorithm for the TSP and the QAP (Page 13)


Hyde, Matthew

Automated Heuristic Design (Page 1321)


Iba, Hitoshi

A Trading Method in FX Using Evolutionary Algorithms (Page 139)


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Ibrahimov, Maksud

Comparison of Cooperative, Multiobjective Cooperative and Classical Evolutionary Algorithms for Global Supply Chain Optimisation (Page 121)


Iclănzan, David

Towards the Efficient Evolution of Particle-Based Computation in Cellular Automata (Page 835)


Iqbal, Muhammad

Automatically Defined Functions for Learning Classifier Systems (Page 375)


István, Fülöp Péter

Towards the Efficient Evolution of Particle-Based Computation in Cellular Automata (Page 835)


Ito, Minoru

A Stamina-Aware Sightseeing Tour Scheduling Method (Page 81)


Izlam, Sk. Minhazul

A Modified Differential Evolution for Autonomous Deployment and Localization of Sensor Nodes (Page 235)


Jacak, Witold

Identification of Cancer Diagnosis Estimation Models Using Evolutionary Algorithms - A Case Study for Breast Cancer, Melanoma, and Cancer in the Respiratory System (Page 503)


Janikow, Cezary Z.

Second Order Heuristics in ACGP (Page 671)


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Jank, Wolfgang

Estimating Functional Agent-Based Models: An Application to Bid Shading in Online Markets Format (Page 559)


Jansen, Thomas

Computational Complexity and Evolutionary Computation (Page 1053)


Janssens, Marc

Automatic Pyrolysis Mass Loss Modeling from Thermo-Gravimetric Analysis Data Using Genetic Programming (Page 655)


Jaros, Jiri

Acceleration of Grammatical Evolution Using Graphics Processing Units (Page 431)


Jaśkowski, Wojciech

How Many Dimensions in Co-Optimization? (Page 829)


Jensen, Johannes H.

Evolutionary Music Composition based on Zipf's Law (Page 41)


Jeon, Moongu

Medical Image Segmentation by Hybridizing Ant Colony Optimization and Fuzzy Clustering Algorithm (Page 217)


Jiao, Licheng

Spatio-Temporal Data Evolutionary Clustering Based on MOEA/D (Page 85)


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Junges, Robert

Evolution for Modeling - A Genetic Programming Framework for SeSAm (Page 551)


Júnior, Wagner Meira

Particle Swarm Optimization for Multi-Label Classification (Page 17)