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GECCO'12 Proceedings

GECCO'12 Companion

Compilation Author Index

GECCO 2012 Proceedings Author Index

Hamann, Heiko

Impact of Neuron Models and Network Structure on Evolving Modular Robot Neural Network Controllers (Page 89)

Hansen, Nikolaus

A (1+1)-CMA-ES for Constrained Optimisation (Page 297)

Hardey, Kathryn

Exploring and Evolving Process-Oriented Control for Real and Virtual Fire Fighting Robots (Page 105)

Harding, Simon

MT-CGP: Mixed Type Cartesian Genetic Programming (Page 751)

Harper, Robin

Genetic Programming Needs Better Benchmarks (Page 791)

Spatial Co-Evolution - Quicker, Fitter and Less Bloated (Page 759)

Harrington, Kyle

Tag-Based Modularity in Tree-Based Genetic Programming (Page 815)

Hauschild, Mark W.

Distance-Based Bias in Model-Directed Optimization of Additively Decomposable Problems (Page 273)

Image Segmentation Using a Genetic Algorithm and Hierarchical Local Search (Page 633)

Hausknecht, Matthew

HyperNEAT-GGP: A HyperNEAT-Based Atari General Game Player (Page 217)

Hayashi, Isao

Leveraging Indicator-Based Ensemble Selection in Evolutionary Multiobjective Optimization Algorithms (Page 497)

Hecht-Méndez, Jozsef

Evaluation of the Performance of Evolutionary Algorithms for Optimization of Low-Enthalpy Geothermal Heating Plants (Page 1047)

Heckendorn, Robert B.

A Comparison of a Communication Strategies in Cooperative Learning (Page 153)

Hellwig, Michael

Mutation Strength Control by Meta-ES on the Sharp Ridge (Page 305)

Helmuth, Thomas

Tag-Based Modularity in Tree-Based Genetic Programming (Page 815)

Hemberg, Erik

An Investigation of Local Patterns for Estimation of Distribution Genetic Programming (Page 767)

Comparing Methods for Module Identification in Grammatical Evolution (Page 823)

Hennes, Daniel

Evolutionary Advantage of Foresight in Markets (Page 943)

Herbawi, Wesam

A Genetic and Insertion Heuristic Algorithm for Solving the Dynamic Ridematching Problem with Time Windows (Page 385)

Hernández, Daniel

Evolving a Conspicuous Point Detector Based on an Artificial Dorsal Stream - SLAM System (Page 1087)

Hernández-Ramos, Evelyn J.

Optimal Cyclic Replacement Policy in MSS Maintenance via Binomial-PSO (Page 57)

Heywood, Malcolm I.

GP Under Streaming Data Constraints: A Case for Pareto Archiving? (Page 703)

Hierarchical Task Decomposition Through Symbiosis in Reinforcement Learning (Page 97)

Hoai, Nguyen Xuan

Evolving the Best Known Approximation to the Q Function (Page 807)

Holeňa, Martin

Surrogate Modeling in the Evolutionary Optimization of Catalytic Materials (Page 1095)

HolmesParker, Chris

Evolving Distributed Resource Sharing for Cubesat Constellations (Page 1015)

Evolving Large Scale UAV Communication System (Page 1023)

Honiden, Shinichi

CMA-TWEANN: Efficient Optimization of Neural Networks via Self-Adaptation and Seamless Augmentation (Page 903)

Hornby, Gregory S.

Accelerating Human-Computer Collaborative Search Through Learning Comparative and Predictive User Models (Page 225)

Horta, Nuno

A New SAX-GA Methodology Applied to Investment Strategies Optimization (Page 1055)

GENOM-POF: Multi-Objective Evolutionary Synthesis of Analog ICs with Corners Validation (Page 1119)

LAYGEN II - Automatic Analog ICs Layout Generator Based on a Template Approach (Page 1127)

Hota, Ashish Ranjan

Ants Easily Solve Stochastic Shortest Path Problems (Page 17)

Houghten, Sheridan

Evolutionary Approaches to the Generation of Optimal Error Correcting Codes (Page 1135)

Hsu, Po-Chun

A Test Problem with Adjustable Degrees of Overlap and Conflict Among Subproblems (Page 257)

Hu, Bin

An Evolutionary Algorithm with Solution Archives and Bounding Extension for the Generalized Minimum Spanning Tree Problem (Page 393)

Husbands, Phil

Metaheuristic Approaches to Tool Selection Optimisation (Page 1079)

Hussain, Muhammad Shakir

Hybrid Metaheuristic Particle Filters for Stochastic Volatility Estimation (Page 1167)

Iclănzan, David

Higher-Order Linkage Learning in the ECGA (Page 265)

Inden, Benjamin

Open-Ended Coevolution and the Emergence of Complex Irreducible Functional Units in Iterated Number Sequence Games (Page 113)

Iqbal, Muhammad

Extracting and Using Building Blocks of Knowledge in Learning Classifier Systems (Page 863)

Ishibuchi, Hisao

Effects of Discrete Objective Functions with Different Granularities on the Search Behavior of EMO Algorithms (Page 481)

Jadud, Matthew

Exploring and Evolving Process-Oriented Control for Real and Virtual Fire Fighting Robots (Page 105)

Jansen, Thomas

Fixed Budget Computations: A Different Perspective on Run Time Analysis (Page 1325)

Jáskowski, Wojciech

Genetic Programming Needs Better Benchmarks (Page 791)

Jeanson, Francis

Evolving Axonal Delay Neural Networks for Robot Control (Page 121)

Joachimczak, Michał

Co-evolution of Morphology and Control of Soft-bodied Multicellular Animats (Page 561)

Johnston, Mark

Genetic Programming for Edge Detection Using Blocks to Extract Features (Page 855)

Kaisers, Michael

Evolutionary Advantage of Foresight in Markets (Page 943)

Kamath, Uday

A New Methodology for the GP Theory Toolbox (Page 719)

Karim, Muhammad Rezaul

Sensitive Ants Are Sensible Ants (Page 775)

Kattan, Ahmed

PSO Based on Surrogate Modeling as Meta-Search to Optimise Evolutionary Algorithms Parameters (Page 401)

Khan, Gul Muhammad

Breast Cancer Detection Using Cartesian Genetic Programming Evolved Artificial Neural Network (Page 1031)

Khandelwal, Piyush

HyperNEAT-GGP: A HyperNEAT-Based Atari General Game Player (Page 217)

Kimbrough, Steven O.

Using Interactive Evolutionary Computation (IEC) with Validated Surrogate Fitness Functions for Redistricting (Page 1071)

Kneissler, Jan

Filtering Sensory Information with XCSF: Improving Learning Robustness and Control Performance (Page 871)

Kötzing, Timo

Ants Easily Solve Stochastic Shortest Path Problems (Page 17)

Efficient Algorithms for Extracting Biological Key Pathways with Global Constraints (Page 169)

The Max Problem Revisited: The Importance of Mutation in Genetic Programming (Page 1333)

Kowaliw, Taras

The Unconstrained Automated Generation of Cell Image Features for Medical Diagnosis (Page 1103)

Krasnogor, Natalio

Post-Processing Operators for Decision Lists (Page 847)

Krawiec, Krzysztof

Genetic Programming Needs Better Benchmarks (Page 791)

On Relationships Between Semantic Diversity, Complexity and Modularity of Programming Tasks (Page 783)

Krohmer, Anton

Efficient Algorithms for Extracting Biological Key Pathways with Global Constraints (Page 169)

Krupa, Joseph S.

Evolutionary Feature Selection for Classification: A Plug-In Hybrid Vehicle Adoption Application (Page 1111)

Krüse, Peter

Evolutionary Algorithm for Prioritized Pairwise Test Data Generation (Page 1213)

Kuyucu, Tüze

On the Cumulative Effect of Bloat and Genetic Transposition on the Efficiency of Incremental Evolution of Snake-like Robot (Page 161)

Landa, Ricardo

An Approach for Estimating Separability and Its Application on High Dimensional Optimization (Page 951)

Lardeux, Frédéric

A Dynamic Island Model for Adaptive Operator Selection (Page 1253)

Le Goues, Claire

Representations and Operators for Improving Evolutionary Software Repair (Page 959)

Lécuyer, Anatole

Introducing the Use of Model-Based Evolutionary Algorithms for EEG-Based Motor Imagery Classification (Page 1159)

Lee, Hsuan

Off-Line Building Block Identification: Detecting Building Blocks Directly from Fitness without Genetic Algorithms (Page 641)

Legény, Jozef

Introducing the Use of Model-Based Evolutionary Algorithms for EEG-Based Motor Imagery Classification (Page 1159)

Leitner, Jürgen

MT-CGP: Mixed Type Cartesian Genetic Programming (Page 751)

Lévesque, Julien-Charles

Multi-Objective Evolutionary Optimization for Generating Ensembles of Classifiers in the ROC Space (Page 879)

Li, Victor O. K.

A Hybridization between Memetic Algorithm and Semidefinite Relaxation for the Max-Cut Problem (Page 425)

Lichodzijewski, Peter

Hierarchical Task Decomposition Through Symbiosis in Reinforcement Learning (Page 97)

Likas, Aristidis C.

Integrating Particle Swarm Optimization with Reinforcement Learning in Noisy Problems (Page 65)

Lim, Soo Ling

How to be a Successful App Developer: Lessons from the Simulation of an App Ecosystem (Page 129)

Linke, David

Surrogate Modeling in the Evolutionary Optimization of Catalytic Materials (Page 1095)

Lipson, Hod

Co-evolutionary Predictors for Kinematic Pose Inference from RGBD Images (Page 967)

Symbolic Regression of Multiple-Time-Scale Dynamical Systems (Page 735)

Liu, Xin

A GPU-Based Implementation of an Enhanced GEP Algorithm (Page 999)

Liu, Xiyang

A GPU-Based Implementation of an Enhanced GEP Algorithm (Page 999)

Lopes, Fabrício M.

Reverse Engineering of GRNs: An Evolutionary Approach Based on the Tsallis Entropy (Page 185)

Loscalzo, Steven

Sample Aware Embedded Feature Selection for Reinforcement Learning (Page 887)

Loshchilov, Ilya

Self-Adaptive Surrogate-Assisted Covariance Matrix Adaptation Evolution Strategy (Page 321)

Lourenço, Nuno

DACCO: A Discrete Ant Colony Algorithm to Cluster Geometry Optimization (Page 41)

GENOM-POF: Multi-Objective Evolutionary Synthesis of Analog ICs with Corners Validation (Page 1119)

LAYGEN II - Automatic Analog ICs Layout Generator Based on a Template Approach (Page 1127)

Lu, Long J.

Learning Fuzzy Cognitive Maps from Data by Ant Colony Optimization (Page 9)

Luke, Sean

Genetic Programming Needs Better Benchmarks (Page 791)

Ly, Daniel L.

Co-evolutionary Predictors for Kinematic Pose Inference from RGBD Images (Page 967)

Machado, Penousal

Photogrowth: Non-Photorealistic Renderings Through Ant Paintings (Page 233)

Mahmud, Sahibzada Ali

Breast Cancer Detection Using Cartesian Genetic Programming Evolved Artificial Neural Network (Page 1031)

Manier, Hervé

A Hybrid Metaheuristic Algorithm for Flexible Job-Shop Scheduling Problems with Transportation Constraints (Page 441)

Manier, Marie-Ange

A Hybrid Metaheuristic Algorithm for Flexible Job-Shop Scheduling Problems with Transportation Constraints (Page 441)

Manzoni, Luca

Genetic Programming Needs Better Benchmarks (Page 791)

Parameter Tuning of Evolutionary Reactions Systems (Page 727)

Marco, David

Evolving Bio-PEPA Process Algebra Models Using Genetic Programming (Page 177)

Markiewicz, Gretchen

A Manifold Operator Representation for Adaptive Design (Page 529)

Martins, Ricardo

LAYGEN II - Automatic Analog ICs Layout Generator Based on a Template Approach (Page 1127)

Marzukhi, Syahaneim

Two-Cornered Learning Classifier Systems for Pattern Generation and Classification (Page 895)

Mattis, Molly

Exploring and Evolving Process-Oriented Control for Real and Virtual Fire Fighting Robots (Page 105)

Maturana, Jorge

An Exploration-Exploitation Compromise-Based Adaptive Operator Selection for Local Search (Page 1277)

Mazlack, Lawrence J.

Learning Fuzzy Cognitive Maps from Data by Ant Colony Optimization (Page 9)

McCall, John A. W.

Influence of Selection on Structure Learning in Markov Network EDAs: An Empirical Study (Page 249)

McCarney, Daniel E.

Evolutionary Approaches to the Generation of Optimal Error Correcting Codes (Page 1135)

McDermott, James

An Investigation of Local Patterns for Estimation of Distribution Genetic Programming (Page 767)

Genetic Programming Needs Better Benchmarks (Page 791)

McKay, Robert I.

Evolving the Best Known Approximation to the Q Function (Page 807)

McKinley, Philip K.

Evolving Flexible Joint Morphologies (Page 145)

Medland, Matthew

A Study of Different Quality Evaluation Functions in the cAnt-Miner_PB Classification Algorithm (Page 49)

Mendoza, Mariana R.

Reverse Engineering of GRNs: An Evolutionary Approach Based on the Tsallis Entropy (Page 185)

Meng, Yan

Evolving Network Motifs Based Morphogenetic Approach to Self-Organizing Robotic Swarms (Page 137)

Mersmann, Olaf

Algorithm Selection Based on Exploratory Landscape Analysis and Cost-Sensitive Learning (Page 313)

Miikkulainen, Risto

Accelerating Evolution via Egalitarian Social Learning (Page 919)

HyperNEAT-GGP: A HyperNEAT-Based Atari General Game Player (Page 217)

Miller, Julian Francis

Breast Cancer Detection Using Cartesian Genetic Programming Evolved Artificial Neural Network (Page 1031)

Minku, Leandro L.

Evolutionary Algorithms for the Project Scheduling Problem: Runtime Analysis and Improved Design (Page 1221)

Moon, Byung-Ro

An Efficient Genetic Algorithm for Subgraph Isomorphism (Page 361)

Moore, Jared M.

Evolving Flexible Joint Morphologies (Page 145)

Moore, Jason H.

Instance-Linked Attribute Tracking and Feedback for Michigan-Style Supervised Learning Classifier Systems (Page 927)

Welcome from General Chair

Moraglio, Alberto

Runtime Analysis of Convex Evolutionary Search (Page 649)

Moreno-Scott, Jorge H.

Challenging Heuristics: Evolving Binary Constraint Satisfaction Problems (Page 409)

Moriguchi, Hirotaka

CMA-TWEANN: Efficient Optimization of Neural Networks via Self-Adaptation and Seamless Augmentation (Page 903)

Mostafa, Hala

A Manifold Operator Representation for Adaptive Design (Page 529)

Mozeika, Annan

A Manifold Operator Representation for Adaptive Design (Page 529)

Müller, Joachim

Efficient Algorithms for Extracting Biological Key Pathways with Global Constraints (Page 169)

Munaretto, Anelise

CGrAnt: A Swarm Intelligence-Based Routing Protocol for Delay Tolerant Networks (Page 33)

Muñoz Zavala, Angel E.

Optimal Cyclic Replacement Policy in MSS Maintenance via Binomial-PSO (Page 57)

Murphy, Frederic H.

Using Interactive Evolutionary Computation (IEC) with Validated Surrogate Fitness Functions for Redistricting (Page 1071)

Nagy, Réka

Lorenz Equilibrium: Equitability in Non-Cooperative Games (Page 489)

Nascimento, Mariá C. V.

A Hybrid Heuristic for the k-medoids Clustering Problem (Page 417)

Nebel, Philipp

Multi-Container Loading with Non-Convex 3D Shapes Using a GA/TS Hybrid (Page 1143)

Neumann, Frank

A Parameterized Runtime Analysis of Evolutionary Algorithms for MAX-2-SAT (Page 433)

Computational Complexity Analysis of Multi-Objective Genetic Programming (Page 799)

The Max Problem Revisited: The Importance of Mutation in Genetic Programming (Page 1333)

Neves, Rui

A New SAX-GA Methodology Applied to Investment Strategies Optimization (Page 1055)

Nicolau, Miguel

Comparing Methods for Module Identification in Grammatical Evolution (Page 823)

Nojima, Yusuke

Effects of Discrete Objective Functions with Different Granularities on the Search Behavior of EMO Algorithms (Page 481)

Ochoa, Gabriela

Local Optima Networks and the Performance of Iterated Local Search (Page 369)

Olague, Gustavo

Evolving a Conspicuous Point Detector Based on an Artificial Dorsal Stream - SLAM System (Page 1087)

Oliveto, Pietro S.

On the Analysis of the Simple Genetic Algorithm (Page 1341)

Oliveto, Rocco

Estimating the Evolution Direction of Populations to Improve Genetic Algorithms (Page 617)

Ombuki-Berman, Beatrice

Automatic Generation of Graph Models for Complex Networks by Genetic Programming (Page 711)

O'Neill, Michael

Comparing Methods for Module Identification in Grammatical Evolution (Page 823)

Ong, Yew Soon

An Improved CUDA-Based Implementation of Differential Evolution on GPU (Page 991)

O'Reilly, Una-May

An Investigation of Local Patterns for Estimation of Distribution Genetic Programming (Page 767)

Genetic Programming Needs Better Benchmarks (Page 791)

The Max Problem Revisited: The Importance of Mutation in Genetic Programming (Page 1333)

Ortiz-Bayliss, José Carlos

Improving the Performance of Vector Hyper-Heuristics Through Local Search (Page 1269)

Challenging Heuristics: Evolving Binary Constraint Satisfaction Problems (Page 409)

Otero, Fernando E. B.

A Study of Different Quality Evaluation Functions in the cAnt-Miner_PB Classification Algorithm (Page 49)

Özcan, Ender

Improving the Performance of Vector Hyper-Heuristics Through Local Search (Page 1269)