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GECCO'11 Proceedings

GECCO'11 Companion

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GECCO'11 Companion Author Index


Karshenas, Hossein

Quantitative Genetics in Multi-Objective Optimization Algorithms: From Useful Insights to Effective Methods (Page 91)


Kazakov, Sergey

Genetic Algorithm for Induction of Finite Automata with Continuous and Discrete Output Actions (Page 775)


Kemmerling, Markus

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


Kern, Thomas

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


Kernbach, S.

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


Kessentini, Marouane

Software Clustering by Example (Page 245)


Khan, Adnan Ahmed

Optimal Relay Station Placement in Cooperative Networks using Particle Swarm (Page 11)


Kherlopian, Armen R.

Cardiac Myocyte Model Parameter Sensitivity Analysis and Model Transformation Using a Genetic Algorithm (Page 755)


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Kildemo, Morten

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


Kim, Yong-Hyuk

Geometric Surrogate-Based Optimisation for Permutation-Based Problems (Page 133)


Klügl, Franziska

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


Koch, Patrick

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


Kommenda, Michael

Overfitting Detection and Adaptive Covariant Parsimony Pressure for Symbolic Regression (Page 631)


Konen, Wolfgang

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


Koos, Sylvain

Online Adaptation of Locomotion with Evolutionary Algorithms: A Transferability-based Approach (Page 817)


Koshimura, Miyuki

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


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Koskimies, Kai

Multi-Objective Genetic Synthesis of Software Architecture (Page 249)


Krasnogor, Natalio

GECCO'11 Preface

(Computational) Synthetic Biology (Page 1161)


Krawiec, Krzysztof

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


Kromer, Pavel

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


Kronberger, Gabriel

Algorithm and Experiment Design with HeuristicLab: An Open Source Optimization Environment for Research and Education (Page 1411)

Overfitting Detection and Adaptive Covariant Parsimony Pressure for Symbolic Regression (Page 631)


Kukenys, Ignas

Confusion Matrices for Improving Performance of Feature Pattern Classifier Systems (Page 181)


Kuppuswamy, Naveen

Biologically Inspired Control of a Simulated Octopus Arm via Recurrent Neural Networks (Page 21)


Kuyucu, Tüze

Incremental Genetic Programming via Genetic Transposition (Page 19)


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Kwong, Sam

JGBL Paradigm: A Novel Strategy to Enhance the Exploration Ability of NSGA-II (Page 99)


Langdon, William B.

Debugging CUDA (Page 415)

Generalisation in Genetic Programming (Page 205)

Performing with CUDA (Page 423)


Lanzarini, Laura

Evolutionary Multiobjective Optimization for Emergency Medical Services (Page 83)


Lanzi, Pier Luca

GECCO'11 Preface


Larrańaga, Pedro

Quantitative Genetics in Multi-Objective Optimization Algorithms: From Useful Insights to Effective Methods (Page 91)


Lee, Hsuan

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


Lee, Jong-Hyun

Improving Energy Efficiency Based on Behavioral Model in a Swarm of Cooperative Foraging Robots (Page 825)


Lee, Jui-Ting

Interaction Detection by NFE Estimation (Page 71)


Lee, Sang-Goog

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


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Lepping, Joachim

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

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


Letnes, Paul Anton

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


Lewis, Tony E.

Identifying Similarities in TMBL Programs with Alignment to Quicken Their Compilation for GPUs (Page 447)

TMBL Kernels for CUDA GPUs Compile Faster Using PTX (Page 455)


Li, Ke

JGBL Paradigm: A Novel Strategy to Enhance the Exploration Ability of NSGA-II (Page 99)


Li, Tao

Biologically Inspired Control of a Simulated Octopus Arm via Recurrent Neural Networks (Page 21)


Liao, Tianjun

Tuning Parameters across Mixed Dimensional Instances: A Performance Scalability Study of Sep-G-CMA-ES (Page 703)


Lim, Andrew

A Memetic Algorithm for Solving Multiperiod Vehicle Routing Problem with Profit (Page 45)


Lin, Ying

An Ant Colony Optimization Approach for Efficient Admission Scheduling of Elective Inpatients (Page 15)


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Linke, David

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


Lipson, Hod

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

Ion Channel Modeling with Analog Circuit Evolution (Page 33)


Liu, Shu

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


Llorŕ, Xavier

Large Scale Data Mining Using Genetics-Based Machine Learning (Page 1285)


Loiacono, Daniele

Fast Prediction Computation in Learning Classifier Systems Using CUDA (Page 169)


López, Javier

Evolutionary Multiobjective Optimization for Emergency Medical Services (Page 83)


López-Camacho, Eunice

A Hyper-Heuristic for Solving One and Two-Dimensional Bin Packing Problems (Page 257)


Luke, Sean

Large Scale Empirical Analysis of Cooperative Coevolution (Page 151)


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Luna, Francisco

Bitwise Operations for GPU Implementation of Genetic Algorithms (Page 439)

Using Landscape Measures for the Online Tuning of Heterogeneous Distributed GAs (Page 691)


Lutton, Evelyne

Visual Analytics of EA Data (Page 145)


Ma, Jingjing

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


Mabu, Shingo

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

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


Magoulas, George D.

Identifying Similarities in TMBL Programs with Alignment to Quicken Their Compilation for GPUs (Page 447)

TMBL Kernels for CUDA GPUs Compile Faster Using PTX (Page 455)


Mäkinen, Erkki

Multi-Objective Genetic Synthesis of Software Architecture (Page 249)


Malevris, Nicos

Automatic Mutation Based Test Data Generation (Page 247)


Malhotra, Abhinav

HIER-HEIR: An Evolutionary System with Hierarchical Representation & Contextual Operators Applied to Fashion Design (Page 215)


Man, Kim-Fung

JGBL Paradigm: A Novel Strategy to Enhance the Exploration Ability of NSGA-II (Page 99)


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Manso, António

A Multiset Genetic Algorithm for Real Coded Problems (Page 153)

MuGA - Multiset Genetic Algorithm (Page 791)


Manzoni, Luca

The Effect of Selection from Old Populations in Genetic Algorithms (Page 161)


Marceau, Rachel

Optimization of Grammatical Evolution Decision Trees (Page 35)


Marín, Nicolás

A Multi-Objective Memetic Algorithm for the Linguistic Summarization of Time Series (Page 171)


Márquez, Antonio Lopez

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)


Martin, Brian

Size-Based Tournaments for Node Selection (Page 799)


Martínez, Yuliana

How Many Neurons? A Genetic Programming Answer (Page 175)


Martins, Tiago Carvalho

PSO-GPU: Accelerating Particle Swarm Optimization in CUDA-Based Graphics Processing Units (Page 837)


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Mashwani, Wali Khan

Integration of NSGA-II and MOEA/D in Multimethod Search Approach (Page 75)


Matayoshi, Mitsukuni

A New Packing Method for Two Dimensional Rectilinear Polygons using Genetic Algorithm (Page 125)


Mathew, Wesley

Grid Data Mining by Means of Learning Classifier Systems and Distributed Model Induction (Page 391)


McCall, John

Clustering based Leaders' Selection in Multi-Objective Evolutionary Algorithms (Page 95)

Privacy-Preserving Approach to Bayesian Network Structure Learning from Distributed Data (Page 815)


McKinley, Philip K.

Effects of Biased Group Selection on Cooperative Predation in Digital Organisms (Page 23)


Medina, José-Amelio

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


Meekhof, Timothy

Noise, Fitness Distribution, and Selection Intensity in Genetic Algorithms (Page 147)


Mehnen, Jorn

Uncertainty based Evolutionary Optimisation (Page 87)


Melin, Patricia

How Many Neurons? A Genetic Programming Answer (Page 175)


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Mesejo, Pablo

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


Mezura-Montes, Efrén

Addition Chain Length Minimization with Evolutionary Programming (Page 59)


Michalewicz, Zbigniew

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

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)


Miikkulainen, Risto

Evolving Neural Networks (Page 1011)


Milani, Alfredo

Covariance-based Parameters Adaptation in Differential Evolution (Page 687)


Miller, Julian F.

GECCO 2011 Tutorial: Cartesian Genetic Programming (Page 1261)

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


Minnebo, Wouter

Separating the Wheat from the Chaff: On Feature Selection and Feature Importance in Regression Random Forests and Symbolic Regression (Page 623)


Mohais, Arvind

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


Molina, José M.

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


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Montanier, Jean-Marc

Emergence of Altruism in Open-Ended Evolution in a Population of Autonomous Agents (Page 25)


Monteiro, Glauber Duarte

PSO-GPU: Accelerating Particle Swarm Optimization in CUDA-Based Graphics Processing Units (Page 837)


Montes de Oca, Marco A.

Tuning Parameters across Mixed Dimensional Instances: A Performance Scalability Study of Sep-G-CMA-ES (Page 703)


Montgomery, James

A Simple Strategy to Maintain Diversity and Reduce Crowding in Particle Swarm Optimization (Page 811)


Montoya, Francisco G.

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


Montoya, Maria Gil

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


Moon, Byung-Ro

Raising Mutation Rate in the Context of Hybrid Genetic Algorithms (Page 157)


Moore, Jason H.

Random Artificial Incorporation of Noise in a Learning Classifier System Environment (Page 369)


Moraglio, Alberto

Geometric Surrogate-Based Optimisation for Permutation-Based Problems (Page 133)

Geometry of Evolutionary Algorithms (Page 1439)


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Moreno, Alejandro

Performance Analysis of Multiobjective Bio-inspired UAV Path Planners (Page 227)


Moser, Irene

Road Traffic Optimisation Using an Evolutionary Game (Page 519)


Motsinger-Reif, Alison

Optimization of Grammatical Evolution Decision Trees (Page 35)


Mouret, Jean-Baptiste

Online Adaptation of Locomotion with Evolutionary Algorithms: A Transferability-based Approach (Page 817)


Mourshed, Monjur M.

A Multi-Objective Window Optimisation Problem (Page 89)


Murata, Yoshihiro

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


Murdock, Jaimie

Genetic Clustering for the Identification of Species (Page 29)


Murphy, Eoin

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

Examining Grammars and Grammatical Evolution in Dynamic Environments (Page 779)


Nakajima, Kohei

Biologically Inspired Control of a Simulated Octopus Arm via Recurrent Neural Networks (Page 21)


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Namiki, Mitaro

Acceleration Experiment of Genetic Computations for Sudoku Solution on Multi-Core Processors (Page 823)


Naujoks, Boris

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


Nerbř, Ingar Stian

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


Neruda, Roman

LAMM-MMA: Multiobjective Memetic Algorithm with Local Aggregate Meta-Model (Page 79)


Neumann, Frank

Computational Complexity and Evolutionary Computation (Page 1053)

Foundations of Evolutionary Multi-Objective Optimization (Page 1213)


Neves, Rui Ferreira

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


Nguyen, Sarah

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


Nichele, Stefano

Discrete Dynamics of Cellular Machines: Specification and Interpretation (Page 767)


Nicolau, Miguel

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

Dynamic Environments Can Speed Up Evolution with Genetic Programming (Page 191)


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Niekum, Scott

Evolution of Reward Functions for Reinforcement Learning (Page 177)


Nińo, Luis Fernado

Intrinsic Evolvable Hardware for Combinatorial Synthesis Based on SoC+FPGA and GPU Platforms (Page 189)


Ochoa, Gabriela

Automated Heuristic Design (Page 1321)


O'Donoghue, Diarmuid P.

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


Oliveira, Gina Maira Barbosa de

Adaptive Shifting of Auxiliary Strategies Over Three Formulations of Multicast Routing Problem (Page 101)


Oliveira, Sabrina

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


O'Neill, Michael

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

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

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

Dynamic Environments Can Speed Up Evolution with Genetic Programming (Page 191)

Early Stopping Criteria to Counteract Overfitting in Genetic Programming (Page 203)

Interactive Operators for Evolutionary Architectural Design (Page 43)

Stateful Program Representations for Evolving Technical Trading Rules (Page 199)


O'Reilly, Una-May

Genetic Programming (Page 861)


Orellana, Francisco J.

Requirements Interaction in the Next Release Problem (Page 241)


Ortega, Francis A.

Cardiac Myocyte Model Parameter Sensitivity Analysis and Model Transformation Using a Genetic Algorithm (Page 755)


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Ortiz-Bayliss, José Carlos

Evolution of Neural Networks Topologies and Learning Parameters to Produce Hyper-Heuristics for Constraint Satisfaction Problems (Page 261)

On the Idea of Evolving Decision Matrix Hyper-Heuristics for Solving Constraint Satisfaction Problems (Page 255)


Osorio-Hernández, Luis G.

Addition Chain Length Minimization with Evolutionary Programming (Page 59)


Otón, Salvador

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


Özcan, Ender

On the Idea of Evolving Decision Matrix Hyper-Heuristics for Solving Constraint Satisfaction Problems (Page 255)


Pacheco, Marco Aurélio

Evolving CUDA PTX Programs by Quantum Inspired Linear Genetic Programming (Page 399)


Pallez, Denis

Comparing Paired Comparison-based Interactive DE and Tournament Interactive GA on Stained Glass Design (Page 37)


Papadakis, Mike

Automatic Mutation Based Test Data Generation (Page 247)


Pappa, Gisele L.

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


Parapar, Jorge

A Java-based Parallel Genetic Algorithm for the Land Use Planning Problem (Page 213)


Parizeau, Marc

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


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Parkes, Andrew J.

On the Idea of Evolving Decision Matrix Hyper-Heuristics for Solving Constraint Satisfaction Problems (Page 255)


Parkinson, Eddy

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


Parque, Victor

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


Parra, Maria

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


Pedemonte, Martín

Bitwise Operations for GPU Implementation of Genetic Algorithms (Page 439)


Pelikan, Martin

Probabilistic Model-Building Genetic Algorithms (Page 913)


Petrovski, Andrei

Clustering based Leaders' Selection in Multi-Objective Evolutionary Algorithms (Page 95)


Petz, Gerald

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


Pfeifer, Rolf

Biologically Inspired Control of a Simulated Octopus Arm via Recurrent Neural Networks (Page 21)


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Pilát, Martin

LAMM-MMA: Multiobjective Memetic Algorithm with Local Aggregate Meta-Model (Page 79)


Pinto, José

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


Poli, Riccardo

A Social Behaviour Evolution Approach for Evolutionary Optimisation (Page 527)

Investigating a New Paradigm for Designing Evolutionary Optimisation Algorithms Using Social Behaviour Evolution (Page 747)

Social Adaptive Groups: A New Approach for Evolutionary Optimisation Based on Social Behaviour Evolution (Page 253)


Porta, Juan

A Java-based Parallel Genetic Algorithm for the Land Use Planning Problem (Page 213)


Pospichal, Petr

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


Pozo, Aurora T. R.

Bio-Inspired Event Dissemination in Dynamic and Decentralized Networks (Page 223)


Preen, Richard J.

Fuzzy Dynamical Genetic Programming in XCSF (Page 167)


Preuss, Mike

Automatic and Interactive Tuning of Algorithms (Page 1361)