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GECCO'11 Proceedings

GECCO'11 Companion

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GECCO'11 Proceedings Author Index


Abbasian, Reza

An Efficient Hierarchical Parallel Genetic Algorithm for Graph Coloring Problem (Page 521)


Abbass, Hussein A.

Fleet Estimation for Defence Logistics Using a Multi-Objective Learning Classifier System (Page 1195)


Abraham, Ajith

Many-Threaded Implementation of Differential Evolution for the CUDA Platform (Page 1595)


Ackley, David H.

The Effects of Selection on Noisy Fitness Optimization (Page 2059)


Ackling, Thomas

Evolving Patches for Software Repair (Page 1427)


Adamatzky, Andrew

Evolving Spiking Networks with Variable Memristors (Page 1275)


Agapitos, Alexandros

A Gaussian Groundplan Projection Area Model for Evolving Probabilistic Classifiers (Page 1339)


Aguilar-Ruiz, Jesús S.

A Novel Probabilistic Encoding for EAs Applied to Biclustering of Microarray Data (Page 339)


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Aguirre, Hernán E.

Improved S-CDAs Using Crossover Controlling the Number of Crossed Genes for Many-Objective Optimization (Page 753)


Akedo, Naoya

A Many-Objective Test Problem for Visually Examining Diversity Maintenance Behavior in a Decision Space (Page 649)


Alba, Enrique

Empirical Computation of the Quasi-Optimal Number of Informants in Particle Swarm Optimization (Page 147)

Exact Computation of the Expectation Curves of the Bit-Flip Mutation Using Landscapes Theory (Page 2027)

Using Multi-Objective Metaheuristics to Solve the Software Project Scheduling Problem (Page 1915)


Albertsen, Anders

Assembling Living Materials and Engineering Life-like Technologies (Page 15)


Aleti, Aldeida

Predictive Parameter Control (Page 561)


Alexander, Bradley

Evolving Patches for Software Repair (Page 1427)


Allmendinger, Richard

Policy Learning in Resource-Constrained Optimization (Page 1971)


Alrayes, Nasser

Application of Evolutionary Algorithms in Detecting SMS Spam at Access Layer (Page 1787)


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al-Rifaie, Mohammad Majid

An Investigation into the Merger of Stochastic Diffusion Search and Particle Swarm Optimisation (Page 37)


Amarasinghe, Saman

An Efficient Evolutionary Algorithm for Solving Incrementally Structured Problems (Page 1699)


Anil, Gautham

Domain Specific Analysis and Modeling of Optimal Elimination of Fitness Functions with Optimal Sampling (Page 2067)


Ansel, Jason

An Efficient Evolutionary Algorithm for Solving Incrementally Structured Problems (Page 1699)


Antunes, Carlos Henggeler

Adaptive and Hybrid Genetic Approaches for Estimating the Camera Motion from Image Point Correspondences (Page 949)


Arantes, Márcio da Silva

Tabu Search to Solve the Synchronized and Integrated Two-Level Lot Sizing and Scheduling Problem (Page 443)


Araújo, Aluizio F. R.

Adaptive Evolutionary Algorithm Based on Population Dynamics for Dynamic Environments (Page 909)


Araújo, Gustavo H. D.

A Multiobjective Genetic Algorithm for Automatic Orthogonal Graph Drawing (Page 925)


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Araújo, Ricardo de A.

An Evolutionary Approach to Design Dilation-Erosion Perceptrons for Stock Market Indices Forecasting (Page 1651)


Arcanjo, Filipe de L.

Semi-supervised Genetic Programming for Classification (Page 1259)


Arenas, Maribel G.

Using Free Cloud Storage Services for Distributed Evolutionary Algorithms (Page 1603)


Arif, Atta-ul-Qayyum

Racing to Improve On-line, On-board Evolutionary Robotics (Page 187)


Arnold, Dirk V.

Analysis of a Repair Mechanism for the (1,λ)-ES Applied to a Simple Constrained Problem (Page 853)


Arroyo, José Elias Claudio

Metaheuristic for Parallel Machines Scheduling with Resource-Assignable Sequence Dependent Setup Times (Page 449)


Assunção, Wesley Klewerton Guez

Establishing Integration Test Orders of Classes with Several Coupling Measures (Page 1867)


Atienza, David

Multi-Objective Optimization of Dynamic Memory Managers Using Grammatical Evolution (Page 1819)


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Auerbach, Joshua E.

Evolving Complete Robots with CPPN-NEAT: The Utility of Recurrent Connections (Page 1475)


Auger, Anne

Local-Meta-Model CMA-ES for Partially Separable Functions (Page 869)

Mirrored Sampling in Evolution Strategies with Weighted Recombination (Page 861)


Ayala, José L.

A Combination of Evolutionary Algorithm and Mathematical Programming for the 3D Thermal-Aware Floorplanning Problem (Page 1731)


Aydın, Doğan

An Incremental Ant Colony Algorithm with Local Search for Continuous Optimization (Page 125)


Azad, R. Muhammad Atif

Variance Based Selection to Improve Test Set Performance in Genetic Programming (Page 1315)


Bacardit, Jaume

Modelling the Initialisation Stage of the ALKR Representation for Discrete Domains and GABIL Encoding (Page 1291)


Bäck, Thomas

Evolutionary Strategies for Identification and Validation of Material Model Parameters for Forming Simulations (Page 1779)

On the Log-Normal Self-Adaptation of the Mutation Rate in Binary Search Spaces (Page 893)

Using the Uncertainty Handling CMA-ES for Finding Robust Optima (Page 877)


Baldauf, Carsten

Bonding as a Swarm: Applying Bee Nest-Site Selection Behaviour to Protein Docking (Page 93)


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Bandaru, Sunith

Quantitative Modeling of Customer Perception from Service Data Using Evolutionary Optimization (Page 1763)


Bankovic, Zorana

Improving Reputation Systems for Wireless Sensor Networks Using Genetic Algorithms (Page 1643)


Bansal, Jagdish Chand

A Non-Deterministic Adaptive Inertia Weight in PSO (Page 1155)


Banzhaf, Wolfgang

Large Network Analysis
for Fisheries Management Using Coevolutionary Genetic Algorithms
 (Page 1619)

Rethinking Multilevel Selection in Genetic Programming (Page 1403)

SMCGP2: Self Modifying Cartesian Genetic Programming in Two Dimensions (Page 1491)

Stock Trading Using Linear Genetic Programming with Multiple Time Frames (Page 1667)


Barreto, João P.

Adaptive and Hybrid Genetic Approaches for Estimating the Camera Motion from Image Point Correspondences (Page 949)


Barrett, Geoff

XCS Cannot Learn All Boolean Functions (Page 1283)


Bartz-Beielstein, Thomas

Tuned Data Mining: A Benchmark Study on Different Tuners (Page 1995)


Bazzan, Ana Lúcia L. C.

Evolving Random Boolean Networks with Genetic Algorithms for Regulatory Networks Reconstruction (Page 291)


Bender, Axel

Fleet Estimation for Defence Logistics Using a Multi-Objective Learning Classifier System (Page 1195)


Bentley, Peter J.

Evolving Relationships Between Social Networks and Stakeholder Involvement in Software Projects (Page 1899)


Beyer, Hans-Georg

Noisy Optimization: A Theoretical Strategy Comparison of ES, EGS, SPSA & IF on the Noisy Sphere (Page 813)


Bhowan, Urvesh

Evolving Ensembles in Multi-objective Genetic Programming for Classification with Unbalanced Data (Page 1331)


Bicalho, Luís Henrique Costa

Metaheuristic for Parallel Machines Scheduling with Resource-Assignable Sequence Dependent Setup Times (Page 449)


Bicalho, Paulo V.

Semi-supervised Genetic Programming for Classification (Page 1259)


Bielza, Concha

Affinity Propagation Enhanced by Estimation of Distribution Algorithms (Page 331)

Regularized k-order Markov Models in EDAs (Page 593)


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Bischl, Bernd

Exploratory Landscape Analysis (Page 829)


Bishop, Mark John

An Investigation into the Merger of Stochastic Diffusion Search and Particle Swarm Optimisation (Page 37)


Blackwell, Tim

An Investigation into the Merger of Stochastic Diffusion Search and Particle Swarm Optimisation (Page 37)


Blesken, Matthias

Integrated Circuit Optimization by Means of Evolutionary Multi-Objective Optimization (Page 807)


Bollegala, Danushka

Differential Evolution with Self Adaptive Local Search (Page 1099)


Bollegala, Danushka

RankDE: Learning a Ranking Function for Information Retrieval Using Differential Evolution (Page 1771)


Bongard, Josh C.

Evolving Complete Robots with CPPN-NEAT: The Utility of Recurrent Connections (Page 1475)

Morphological and Environmental Scaffolding Synergize When Evolving Robot Controllers: Artificial Life/Robotics/Evolvable Hardware (Page 179)

Spontaneous Evolution of Structural Modularity in Robot Neural Network Controllers: Artificial Life/Robotics/Evolvable Hardware (Page 251)


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Bonnevay, Stéphane

A Hybrid Evolutionary Metaheuristics (HEMH) Applied on 0/1 Multiobjective Knapsack Problems (Page 497)


Bosman, Peter A.N.

Optimal Mixing Evolutionary Algorithms (Page 617)


Botazzo Delbem, Alexandre Cláudio

Investigating Relevant Aspects of MOEAs for Protein Structures Prediction (Page 705)


Bouktif, Salah

A Genetic Algorithm to Enhance Transmembrane Helices Prediction (Page 347)


Bounekkar, Ahmed

A Hybrid Evolutionary Metaheuristics (HEMH) Applied on 0/1 Multiobjective Knapsack Problems (Page 497)


Bouvry, Pascal

A Cooperative Tree-Based Hybrid Ga-B&B Approach for Solving Challenging Permutation-Based Problems (Page 513)


Bouzarkouna, Zyed

Local-Meta-Model CMA-ES for Partially Separable Functions (Page 869)


Brabazon, Anthony

A Comparison of GE and TAGE in Dynamic Environments (Page 1387)

A Non-Destructive Grammar Modification Approach to Modularity in Grammatical Evolution (Page 1411)


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Breaban, Mihaela Elena

PSO Aided k-Means Clustering: Introducing Connectivity in k-Means (Page 1227)


Bringmann, Karl

Convergence of Hypervolume-Based Archiving Algorithms I: Effectiveness (Page 745)


Brockhoff, Dimo

Mirrored Sampling in Evolution Strategies with Weighted Recombination (Page 861)


Brown, Gavin

Accuracy Exponentiation in UCS and Its Effect on Voting Margins (Page 1251)

Online, GA Based Mixture of Experts: A Probabilistic Model of UCS (Page 1267)


Buckner, Mark A.

Using Differential Evolution to Optimize 'Learning from Signals' and Enhance Network Security (Page 1811)


Bull, Larry

Evolving Spiking Networks with Variable Memristors (Page 1275)


Burke, Edmund K.

Adaptive Iterated Local Search for Cross-Domain Optimisation (Page 1987)


Butz, Martin V.

Modularization of XCSF for Multiple Output Dimensions (Page 1243)


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Byers, Chad M.

Digital Enzymes: Agents of Reaction Inside Robotic Controllers for the Foraging Problem (Page 243)


Cagnoni, Stefano

GPU-based Asynchronous Particle Swarm Optimization (Page 1555)


Callahan, William

Coevolving Collection Plans for UAS Constellations (Page 1691)


Campbell, Piers

Conotoxin Protein Classification Using Pairwise Comparison and Amino Acid Composition (Page 323)


Candan, Caner

Parallel Divide-and-Evolve: Experiments with OpenMP on a Multicore Machine (Page 1571)


Cardamone, Luigi

Interactive Evolution for the Procedural Generation of Tracks in a High-End Racing Game (Page 395)


Carvalho, Arthur

A Cooperative Coevolutionary Genetic Algorithm for Learning Bayesian Network Structures (Page 1131)


Castelli, Mauro

The K Landscapes: A Tunably Difficult Benchmark for Genetic Programming (Page 1467)


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Castillo, Pedro

Using Free Cloud Storage Services for Distributed Evolutionary Algorithms (Page 1603)


Ceberio, Josu

A Preliminary Study on EDAs for Permutation Problems Based on Marginal-Based Models (Page 609)


Chalupa, David

Population-Based and Learning-Based Metaheuristic Algorithms for the Graph Coloring Problem (Page 465)


Chang, Dongxia

A Robust Dynamic Niching Genetic Clustering Approach for Image Segmentation (Page 1077)


Charr, Jean-Claude

A Cooperative Tree-Based Hybrid Ga-B&B Approach for Solving Challenging Permutation-Based Problems (Page 513)


Chebil, Anouar

Integrated Circuit Optimization by Means of Evolutionary Multi-Objective Optimization (Page 807)


Chen, Ni

Index-Based Genetic Algorithm for Continuous Optimization Problems (Page 1029)


Chen, Stephen

Selection Strategies for Initial Positions and Initial Velocities in Multi-Optima Particle Swarms (Page 53)


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Chen, Wei-neng

Ant Colony Optimization for Determining the Optimal Dimension and Delays in Phase Space Reconstruction (Page 155)


Cheng, Betty H.C.

Digital Enzymes: Agents of Reaction Inside Robotic Controllers for the Foraging Problem (Page 243)


Chicano, Francisco

Exact Computation of the Expectation Curves of the Bit-Flip Mutation Using Landscapes Theory (Page 2027)

Using Multi-Objective Metaheuristics to Solve the Software Project Scheduling Problem (Page 1915)


Chiong, Raymond

Iterated n-Player Games on Small-World Networks (Page 1123)


Chougule, Rahul

Quantitative Modeling of Customer Perception from Service Data Using Evolutionary Optimization (Page 1763)


Christensen, Mikael H.

GPU-Accelerated High-Accuracy Molecular Docking Using Guided Differential Evolution: GECCO 2011 - Real World Applications (Page 1803)


Clark, A. R.

Scaling Up a Hybrid Genetic Linear Programming Algorithm for Statistical Disclosure Control (Page 1675)


Clark, John A.

Finding Short Counterexamples in Promela Models Using Estimation of Distribution Algorithms (Page 1923)

Searching for Invariants Using Genetic Programming and Mutation Testing (Page 1907)


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Clune, Jeff

A Novel Generative Encoding for Evolving Modular, Regular and Scalable Networks (Page 1523)


Coello Coello, Carlos A.

A Multi-Objective Particle Swarm Optimizer Based on Decomposition (Page 69)


Colanzi, Thelma Elita

Establishing Integration Test Orders of Classes with Several Coupling Measures (Page 1867)


Colby, Mitchell

Optimizing Ballast Design of Wave Energy Converters Using Evolutionary Algorithms (Page 1739)


Colmenar, J. Manuel

Multi-Objective Optimization of Dynamic Memory Managers Using Grammatical Evolution (Page 1819)


Connelly, Brian D.

Modeling the Evolutionary Dynamics of Plasmids in Spatial Populations (Page 227)


Corne, David

Multiple Objective Optimisation Applied to Route Planning (Page 1827)


Costa, Ernesto

Memory-Based CHC Algorithms for the Dynamic Traveling Salesman Problem (Page 1037)

Using Feedback in a Regulatory Network Computational Device (Page 1499)


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Costa, Lino

Stochastic Algorithms Assessment Using Performance Profiles (Page 933)


Crailsheim, Karl

Coupled Inverted Pendulums: A Benchmark for Evolving Decentral Controllers in Modular Robotics (Page 195)


Cremene, Marcel

QoS-Based Service Optimization Using Differential Evolution (Page 1891)


Cruz-Cortés, Nareli

Energy-Efficient and Location-Aware Ant Colony Based Routing Algorithms for Wireless Sensor Networks (Page 117)


Cuesta, David

A Combination of Evolutionary Algorithm and Mathematical Programming for the 3D Thermal-Aware Floorplanning Problem (Page 1731)


Curiel Cabral, Itza T. Q.

A RankMOEA to Approximate the Pareto Front of a Dynamic Principal-Agent Model (Page 785)