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GECCO'11 Proceedings

GECCO'11 Companion

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GECCO'11 Companion Author Index


Aas, Lars Martin Sandvik

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


Abidi, Faisal

Large Scale Empirical Analysis of Cooperative Coevolution (Page 151)


Abraham, Ajith

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


Affenzeller, Michael

Analysis of the Effects of Enhanced Selection Concepts for Genetic Programming Based Structure Identification Using Fine-Grained Population Diversity Estimation (Page 195)

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

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


Agapitos, Alexandros

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

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


Aggarwal, Varun

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


Aguirre, Arturo Hernández

The Gaussian Polytree EDA for Global Optimization (Page 69)


Ahmadi-Abhari, Kaveh

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


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Ahn, Chang Wook

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


Al Moubayed, Noura

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


Alba, Enrique

An Efficient Routing Protocol for Green Communications in Vehicular Ad-hoc Networks (Page 719)

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

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


Aleshunas, John

Second Order Heuristics in ACGP (Page 671)


Alexandrov, Anton

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


Almeida, Jussara

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


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Almeida, Virgílio

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


Anderson, David

When Does Simulated Data Match Real Data? (Page 231)


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Aquino, André L. L.

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


Auger, Anne

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


Augusto, Douglas A.

A New Approach for Generating Numerical Constants in Grammatical Evolution (Page 193)


Azad, R. Muhammad Atif

Candidate Oversampling Prefers Two to Tango (Page 65)


Azene, Yoseph T.

Uncertainty based Evolutionary Optimisation (Page 87)


Azzag, Hanane

A Cooperative Biomimetic Approach for High Dimensional Data Mining (Page 233)


Bacardit, Jaume

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


Bäck, Thomas

Evolution Strategies (Page 875)


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Bajer, Lukáš

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


Bandaru, Sunith

Design Knowledge Extraction in Multi-objective Optimization Problems (Page 787)

KKT Proximity Measure for Testing Convergence in Smooth Multi-objective Optimization (Page 93)


Baños, Raul

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


Banzhaf, Wolfgang

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)


Banzi, Adam S.

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


Barbosa, Helio J. C.

A New Approach for Generating Numerical Constants in Grammatical Evolution (Page 193)


Bareño, Carlos Camargo

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


Barile, Perry

Animations Rendered by Braitenberg Vehicles (Page 9)


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Barone, Luigi

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


Barreto, Andre M. S.

A New Approach for Generating Numerical Constants in Grammatical Evolution (Page 193)


Barros, Manuel

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


Barros, Rodrigo C.

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


Barto, Andrew

Evolution of Reward Functions for Reinforcement Learning (Page 177)


Bartz-Beielstein, Thomas

Automatic and Interactive Tuning of Algorithms (Page 1361)

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


Basgalupp, Marcio P.

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


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Bauersfeld, Sebastian

An Approach to Automatic Input Sequence Generation for GUI Testing using Ant Colony Optimization (Page 251)


Baumann, Michael

Genetic Algorithm with Genetic Engineering Technology for Multi-objective Dynamic Job Shop Scheduling Problems (Page 833)


Becerra, Jose A.

Are Evolutionary Algorithm Competitions Characterizing Landscapes Appropriately? (Page 695)


Beckmann, Marcelo

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


Behdad, Mohammad

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


Bellas, Francisco

Are Evolutionary Algorithm Competitions Characterizing Landscapes Appropriately? (Page 695)


Benbassat, Amit

Evolving Board-Game Players with Genetic Programming (Page 739)


Bennamoun, Mohammed

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


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Bentes, Cristiana

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


Berlanga, Antonio

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


Bernardino, Heder S.

A New Approach for Generating Numerical Constants in Grammatical Evolution (Page 193)


Besada-Portas, Eva

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


Bielza, Concha

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


Blank, Sophie A.

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


Blum, Christian

Ant Colony Optimization (Page 963)

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


Bonilla, Cesar Pedraza

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


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Bosman, Peter A. N.

The Roles of Local Search, Model Building and Optimal Mixing in Evolutionary Algorithms from a BBO Perspective (Page 663)


Boudjeloud, Lydia

A Cooperative Biomimetic Approach for High Dimensional Data Mining (Page 233)


Boullón, Marcos

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


Boumaza, Amine

Designing Artificial Tetris Players with Evolution Strategies and Racing (Page 117)


Bouvry, Pascal

A Classification of Dynamic Multi-Objective Optimization Problems (Page 105)

Load Balancing for Sustainable ICT (Page 733)


Brabazon, Anthony

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)

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


Branke, Juergen

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


Bredeche, Nicolas

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


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Brendel, Mátyás

Instance-Based Parameter Tuning for Evolutionary AI Planning (Page 259)

Instance-Based Parameter Tuning for Evolutionary AI Planning (Page 591)


Briceño, Javier

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


Brockhoff, Dimo

GECCO 2011 Tutorial on Evolutionary Multiobjective Optimization (Page 1111)


Browne, Will N.

Automatically Defined Functions for Learning Classifier Systems (Page 375)

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


Brownlee, Alexander E. I.

A Multi-Objective Window Optimisation Problem (Page 89)


Bryson, Joanna J.

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


Bueno, Marcos Luiz de Paula

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


Bull, Larry

Fuzzy Dynamical Genetic Programming in XCSF (Page 167)


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Burke, Edmund

Automated Heuristic Design (Page 1321)


Butz, Martin V.

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

Learning Classifier Systems (Page 941)

XCSF with Local Deletion: Preventing Detrimental Forgetting (Page 383)


Buzdalov, Maxim

Generation of Tests for Programming Challenge Tasks Using Evolution Algorithms (Page 763)


Byrne, Jonathan

Interactive Operators for Evolutionary Architectural Design (Page 43)


Caamaño, Pilar

Are Evolutionary Algorithm Competitions Characterizing Landscapes Appropriately? (Page 695)


Cagnoni, Stefano

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


Cai, Zhihua

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

Differential Evolution with Improved Population Reduction (Page 143)


Cape, David Andrew

Probabilistically Interpolated Rational Hypercube Landscape Evolutionary Algorithm (Page 807)


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Caschera, Filippo

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


Castelli, Mauro

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


Castillo-Ortega, Rita

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


Cercone, Nick

Bayesian Networks Learning for Strategies in Artificial Life (Page 821)


Chang, Jen-Hao

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


Che, Chan Hou

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


Chen, Hanning

A Novel Multi-Objective Optimization Algorithm Based on Artificial Bee Colony (Page 103)


Chen, Stephen

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


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Chen, Wenjin

Importance of Information Exchange in Quasi-Parallel Genetic Algorithms (Page 127)


Chen, Yijun

Optimizing Stacking Ensemble by an Ant Colony Optimization Approach (Page 7)


Chira, Camelia

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


Chiu, Chia-Hui

Quantum-Inspired Tabu Search Algorithm for Solving 0/1 Knapsack Problems (Page 55)


Cho, Sung-Bae

An Adaptive Binary PSO to Learn Bayesian Classifier for Prognostic Modeling of Metabolic Syndrome (Page 495)


Chongstitvatana, Prabhas

Solving Multimodal Combinatorial Puzzles with Edge-Based Estimation of Distribution Algorithm (Page 67)


Chou, Yao-Hsin

Quantum-Inspired Tabu Search Algorithm for Solving 0/1 Knapsack Problems (Page 55)


Christini, David J.

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


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Ciesielski, Victor

Animations Rendered by Braitenberg Vehicles (Page 9)


Claussen, Holger

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


Clune, Jeff

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


Coates, Richard D.

Estimating Swarm Parameters by Evolutionary Learning (Page 1)


Coelho, Tiago Amador

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


Coello, Carlos A. Coello

An Adaptive Evolutionary Algorithm Based on Typical Chess Problems for Tuning a Chess Evaluation Function (Page 39)

Constraint-Handling Techniques used with Evolutionary Algorithms (Page 1137)

Swarm Intelligence Guided by Multi-Objective Mathematical Programming Techniques (Page 771)


Comarela, Giovanni

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


Conant-Pablos, Santiago Enrique

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

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


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Corne, David

Evaluating Optimization Algorithms: Bounds on the Performance of Optimizers on Unseen Problems (Page 707)


Cornforth, Theodore W.

Ion Channel Modeling with Analog Circuit Evolution (Page 33)


Correia, Luís Miguel Parreira

MuGA - Multiset Genetic Algorithm (Page 791)

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


Cortez, Paulo

Evolving Sparsely Connected Neural Networks for Multi-Step Ahead Forecasting (Page 219)

Evolving Time-Lagged Feedforward Neural Networks for Time Series Forecasting (Page 163)


Couvertier, Daniel J.

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


Cox, Ian

Exploring Opportunity Spaces Efficiently for Fun and Profit (Page 271)


Crecente, Rafael

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


Cruz-Ramírez, Manuel

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


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Cuesta-Infante, Alfredo

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


Cupertino, Leandro

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


da Costa Pereira, Célia

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


Das, Swagatam

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


de Carvalho, André C. P. L. F.

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


De Giusti, Armando

Evolutionary Multiobjective Optimization for Emergency Medical Services (Page 83)


De Jong, Kenneth

Evolutionary Computation: A Unified Approach (Page 899)


de la Mata, Manuel

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


de la Torre, Luis

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


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de Lima, Beatriz Souza L. P.

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


de Lima, Telma Woerle

Analysis of Properties of Recombination Operators Proposed for the Node-Depth Encoding (Page 137)


De Stefano, Claudio

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


Deb, Kalyanmoy

Design Knowledge Extraction in Multi-objective Optimization Problems (Page 787)

KKT Proximity Measure for Testing Convergence in Smooth Multi-objective Optimization (Page 93)


Dehuri, Satchidananda

An Adaptive Binary PSO to Learn Bayesian Classifier for Prognostic Modeling of Metabolic Syndrome (Page 495)


del Águila, Isabel M.

Requirements Interaction in the Next Release Problem (Page 241)


del Sagrado, José

Requirements Interaction in the Next Release Problem (Page 241)


Delbem, Alexandre Claudio Botazzo

Analysis of Properties of Recombination Operators Proposed for the Node-Depth Encoding (Page 137)


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de-Marcos, Luis

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


Demiris, Yiannis

Multi-Reward Policies for Medical Applications: Anthrax Attacks and Smart Wheelchairs (Page 471)


Di Cunto, Ferdinando

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


Dias, Douglas

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


Diharce, Enrique Villa

The Gaussian Polytree EDA for Global Optimization (Page 69)


Dimitrov, Todor

Genetic Algorithm with Genetic Engineering Technology for Multi-objective Dynamic Job Shop Scheduling Problems (Page 833)


Dmitriev, Victor Alexandrovich

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


Doallo, Ramón

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


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Doerr, Benjamin

Drift Analysis (Page 1311)


Domínguez, Ignacio Segovia

The Gaussian Polytree EDA for Global Optimization (Page 69)


Domínguez-Isidro, Saúl

Addition Chain Length Minimization with Evolutionary Programming (Page 59)


Donate, Juan Peralta

Evolving Sparsely Connected Neural Networks for Multi-Step Ahead Forecasting (Page 219)

Evolving Time-Lagged Feedforward Neural Networks for Time Series Forecasting (Page 163)


Dorfer, Viktoria

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


Dorigo, Marco

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


Dovgan, Erik

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


Downey, Carlton

Caching for Parallel Linear Genetic Programming (Page 201)


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Duarte, Carla

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


Duarte Jr., Elias P.

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


Duro, Richard J.

Are Evolutionary Algorithm Competitions Characterizing Landscapes Appropriately? (Page 695)