Main Page

GECCO'11 Proceedings

GECCO'11 Companion

Best Papers

Sponsor & Supporters

GECCO'11 Proceedings Author Index


Kafafy, Ahmed

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


Karafotias, Giorgos

An Algorithm for Distributed On-line, On-board Evolutionary Robotics (Page 171)


Karpov, Igor V.

Human-Assisted Neuroevolution Through Shaping, Advice and Examples (Page 371)


Karshenas, Hossein

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


Kattan, Ahmed

Evolving Optimal Agendas for Package Deal Negotiation (Page 505)


Keedwell, Ed C.

Markov Chain Hyper-heuristic (MCHH): An Online Selective Hyper-heuristic for Multi-objective Continuous Problems (Page 2003)


Keßler, Lutz

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


Khader, Ahamad Tajudin

A Parameter-Less Genetic Algorithm with Customized Crossover and Mutation Operators (Page 901)


(Return to Top)
(Return to Top)

Khan, Kashif Nizam

Using Pareto-Optimality for Solving Multi-Objective Unequal Area Facility Layout Problem (Page 681)


Khan, Muhammad Khurram

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


Khare, Vineet

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


Kim, Jin

Genetic Approaches for Graph Partitioning: A Survey (Page 473)


Kim, Kangil

Structural Difficulty in Estimation of Distribution Genetic Programming (Page 1459)


Kim, Min Hyeok

Structural Difficulty in Estimation of Distribution Genetic Programming (Page 1459)


Kim, Yong-Hyuk

Genetic Approaches for Graph Partitioning: A Survey (Page 473)


Kirley, Michael

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


Kistemaker, Steijn

Critical Factors in the Performance of Novelty Search (Page 965)


(Return to Top)

Knowles, Joshua

Policy Learning in Resource-Constrained Optimization (Page 1971)


Knudson, Matt

Agent Fitness Functions for Evolving Coordinated Sensor Networks (Page 275)


Koch, Patrick

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


Konen, Wolfgang

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


Koos, Sylvain

How to Promote Generalisation in Evolutionary Robotics: The ProGAb Approach (Page 259)


Kötzing, Timo

Black-Box Complexities of Combinatorial Problems (Page 981)

How Crossover Helps in Pseudo-Boolean Optimization (Page 989)

PAC Learning and Genetic Programming (Page 2091)

Too Fast Unbiased Black-Box Algorithms (Page 2043)


Kovacs, Tim

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)


Krasnogor, Natalio

GECCO'11 Preface

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


(Return to Top)

Krawiec, Krzysztof

Learning n-tuple Networks for Othello by Coevolutionary Gradient Search (Page 355)

Semantically Embedded Genetic Programming: Automated Design of Abstract Program Representations (Page 1379)


Krömer, Pavel

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


Kruisselbrink, Johannes

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)


Kubalík, Jiří

Evolutionary-Based Iterative Local Search Algorithm for the Shortest Common Supersequence Problem (Page 315)


Kuntz, Pascale

Spacing Memetic Algorithms (Page 1061)


Lanzi, Pier Luca

GECCO'11 Preface

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


Laredo, Juan-Luis J.

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


Larrañaga, Pedro

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

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


LaTorre, Antonio

A Direct Optimization Approach to the P300 Speller (Page 1747)


Lazarova-Molnar, Sanja

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


Leblanc, Derek

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


Lee, Jui-Ting

The Essence of Real-Valued Characteristic Function for Pairwise Relation in Linkage Learning for EDAs (Page 569)


Lee, Yun-Geun

How Hard Should We Run? Trading Off Exploration and Exploitation in Evolutionary Algorithms for Dynamic Optimisation Problems (Page 1187)


Legrand, Pierrick

Predicting Problem Difficulty for Genetic Programming Applied to Data Classification (Page 1355)


Lehman, Joel

Evolving a Diversity of Virtual Creatures Through Novelty Search and Local Competition (Page 211)


(Return to Top)

Lehre, Per Kristian

Fitness-Levels for Non-Elitist Populations (Page 2075)


Lengler, Johannes

Black-Box Complexities of Combinatorial Problems (Page 981)


León, Coromoto

Hyperheuristic Encoding Scheme for Multi-Objective Guillotine Cutting Problems (Page 1683)

Parallel Island-Based Multiobjectivised Memetic Algorithms for a 2D Packing Problem (Page 1611)


Lewis, Andrew

Differential Evolution for RFID Antenna Design: A Comparison with Ant Colony Optimisation (Page 673)


Li, Geng

Genetic Programming with a Norm-referenced Fitness Function (Page 1323)


Li, Menglin

An Analysis of Multi-Chromosome Gas in Deceptive Problems (Page 1021)


Li, Rui

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


Li, Xianneng

Use of Infeasible Individuals in Probabilistic Model Building Genetic Network Programming (Page 601)

Evolving Patch-Based Terrains for Use in Video Games (Page 363)

Smart Use of Computational Resources Based on Contribution for Cooperative Co-evolutionary Algorithms (Page 1115)


(Return to Top)

Li, Yuan-long

A New Differential Evolution Algorithm with Dynamic Population Partition and Local Restart (Page 1085)


Liao, Tianjun

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


Liefooghe, Arnaud

Set-Based Multiobjective Fitness Landscapes: A Preliminary Study (Page 769)

The Road to VEGAS: Guiding the Search Over Neutral Networks (Page 1979)


Lim, Andrew

A Genetic Algorithm for the Freight Consolidation Problem with One-Dimensional Container Loading (Page 1707)


Lim, Soo Ling

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


Limmer, Steffen

Evolutionary Optimization of Layouts for High Density Free Space Optical Network Links (Page 1635)


Lin, Ying

Parallel Exploitation in Estimated Basins of Attraction: A New Derivative-Free Optimization Algorithm (Page 133)


LIneaweaver, Sean K. R.

Psychometric Augmentation of an Interactive Genetic Algorithm for Optimizing Cochlear Implant Programs (Page 1755)


Lipson, Hod

Automated Modeling of Stochastic Reactions with Large Measurement Time-Gaps (Page 307)


(Return to Top)

Littman, Michael L.

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


Liu, Fang

Interactive MOEA/D for Multi-Objective Decision Making (Page 721)


Liu, Hongliang

Particle Swarm Optimisation with Gradually Increasing Directed Neighbourhoods (Page 29)


Liu, Shu

Imitation Tendencies of Local Search Schemes in Baldwinian Evolution (Page 553)


Lobo, Fernando G.

Idealized Dynamic Population Sizing for Uniformly Scaled Problems (Page 917)


Lockett, Alan J.

Real-Space Evolutionary Annealing (Page 1179)


Lohmann, Ulrich

Evolutionary Optimization of Layouts for High Density Free Space Optical Network Links (Page 1635)


Loiacono, Daniele

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


Lopes, Rodolfo A.

Self-Adaptive Mutation in the Differential Evolution: Self-* Search (Page 1939)


(Return to Top)

Lopes, Rui L.

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


López-Ibáñez, Manuel

Automatic Configuration of State-of-the-art Multi-objective Optimizers Using the TP+PLS Framework (Page 2019)


Loshchilov, Ilya

Adaptive Coordinate Descent (Page 885)


Lozano, Jose A.

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


Lucas, Simon

Approximating N-Player Behavioural Strategy Nash Equilibria Using Coevolution (Page 1107)


Luchian, Henri

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


Lukasiewycz, Martin

Opt4J - A Modular Framework for Meta-Heuristic Optimization (Page 1723)


Luna, Francisco

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


Mabu, Shingo

Enhanced Rule Extraction and Classification Mechanism of Genetic Network Programming for Stock Trading Signal Generation (Page 1659)

Use of Infeasible Individuals in Probabilistic Model Building Genetic Network Programming (Page 601)


(Return to Top)

Madhuri

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


Mairhofer, Stefan

Search-Based Software Testing and Test Data Generation for a Dynamic Programming Language (Page 1859)


Manzoni, Luca

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


Marcelli, Angelo

Speciation in Evolutionary Algorithms: Adaptive Species Discovery (Page 1053)


Marcozzi, Michaël

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


Marin, Didier

Learning Cost-Efficient Control Policies with XCSF: Generalization Capabilities and Further Improvement (Page 1235)


Marinaki, Magdalene

A Honey Bees Mating Optimization Algorithm for the Open Vehicle Routing Problem (Page 101)


Marinakis, Yannis

A Honey Bees Mating Optimization Algorithm for the Open Vehicle Routing Problem (Page 101)


Marmion, Marie-Éléonore

The Road to VEGAS: Guiding the Search Over Neutral Networks (Page 1979)


(Return to Top)

Martí-Campoy, Antonio

An Algorithm for Deciding Minimal Cache Sizes in Real-Time Systems (Page 1163)


Martin, Brian

Tag-Based Modules in Genetic Programming (Page 1419)


Martínez, Yuliana

Predicting Problem Difficulty for Genetic Programming Applied to Data Classification (Page 1355)


Martins, Eliane

A Multi-Objective Evolutionary Algorithm to Obtain Test Cases with Variable Lengths (Page 1875)


Martins, Luiz G. A.

Adaptive Strategies Applied to Evolutionary Search for 2D DCT Cellular Automata Rules (Page 1147)


McClymont, Kent

Markov Chain Hyper-heuristic (MCHH): An Online Selective Hyper-heuristic for Multi-objective Continuous Problems (Page 2003)


McDermott, James

An Executable Graph Representation for Evolutionary Generative Music (Page 403)


McGraw, Kirk D.

Coevolving Collection Plans for UAS Constellations (Page 1691)


McKay, Bob

How Hard Should We Run? Trading Off Exploration and Exploitation in Evolutionary Algorithms for Dynamic Optimisation Problems (Page 1187)
Structural Difficulty in Estimation of Distribution Genetic Programming (Page 1459)


(Return to Top)

McKinley, Philip K.

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

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


Mehdi, Malika

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


Meier, René

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


Meira, Silvio

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


Meira, Jr., Wagner

Semi-supervised Genetic Programming for Classification (Page 1259)


Melab, Nouredine

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


Melkozerov, Alexander

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


Meloni, Sandro

Effect of Topology on Diversity of Spatially-Structured Evolutionary Algorithms (Page 1579)


Mendiburu, Alexander

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


(Return to Top)

Mendoza, Mariana R.

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


Merelo Guervós, Juan-Julián

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


Mersmann, Olaf

Exploratory Landscape Analysis (Page 829)


Mesquita, Renato C.

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


Meyer, Bernd

Car Sequencing with Constraint-Based ACO (Page 163)


Middendorf, Martin

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


Miikkulainen, Risto

Human-Assisted Neuroevolution Through Shaping, Advice and Examples (Page 371)

Real-Space Evolutionary Annealing (Page 1179)


Miller, Julian F.

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


(Return to Top)

Minisci, Edmondo

Robust Design of a Re-Entry Unmanned Space Vehicle by Multi-Fidelity Evolution Control (Page 689)


Miranda, Gara

Hyperheuristic Encoding Scheme for Multi-Objective Guillotine Cutting Problems (Page 1683)


Moen, Hans J. F.

Spanning the Pareto Front of a Counter Radar Detection Problem (Page 1835)


Monteiro, Marta S. R.

An Ant Colony Optimization Algorithm to Solve the Minimum Cost Network Flow Problem with Concave Cost Functions (Page 139)


Montes de Oca, Marco A.

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


Montgomery, James

Differential Evolution for RFID Antenna Design: A Comparison with Ant Colony Optimisation (Page 673)

Population-ACO for the Automotive Deployment Problem (Page 777)

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


Moon, Byung-Ro

Genetic Approaches for Graph Partitioning: A Survey (Page 473)


Mora, Antonio M.

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


Moraglio, Alberto

Geometric Nelder-Mead Algorithm on the Space of Genetic Programs (Page 1307)


Moser, Irene

Population-ACO for the Automotive Deployment Problem (Page 777)

Predictive Parameter Control (Page 561)


Motsinger-Reif, Alison A.

The Power of Quantitative Grammatical Evolution Neural Networks to Detect Gene-Gene Interactions (Page 299)


Mouhoub, Malek

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

Heuristic Techniques for Variable and Value Ordering in CSPs (Page 457)


Mouret, Jean-Baptiste

How to Promote Generalisation in Evolutionary Robotics: The ProGAb Approach (Page 259)

On the Relationships Between Synaptic Plasticity and Generative Systems (Page 1531)


Moya, José Manuel

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

Muelas, Santiago

A Direct Optimization Approach to the P300 Speller (Page 1747)


(Return to Top)

Mumford, Christine L.

An Evolutionary Bi-Objective Approach to the Capacitated Facility Location Problem with Cost and CO2 Emissions (Page 697)


Murphy, Eoin

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


Mussi, Luca

GPU-based Asynchronous Particle Swarm Optimization (Page 1555)