Main Page

GECCO'12 Proceedings

GECCO'12 Companion

Compilation Author Index

GECCO 2012 Proceedings Author Index


Pacheco, Marco Aurelio C.

Evolutionary Algorithms Applied to Elucidate Ionic Water Cluster Structure Formation (Page 1151)


Panichella, Annibale

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


Park, Namyong

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


Parkes, Andrew J.

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


Parsons, Simon

Evolutionary Advantage of Foresight in Markets (Page 943)


Parsopoulos, Kostas E.

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


Pauling, Josch

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


Peacock, Jared

Application of Evolutionary Methods to 3D Geoscience Modelling (Page 1039)


Pelikan, Martin

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)

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


Pereira, Francisco B.

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


Pereira, Luís

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


Pérez, Leslie

Towards a Population-Based Framework for Improving Stochastic Local Search Algorithms (Page 337)


Phan, Dung H.

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


Philippides, Andrew

Metaheuristic Approaches to Tool Selection Optimisation (Page 1079)


Phong, Dao Ngoc

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


Pimentel, André S.

Evolutionary Algorithms Applied to Elucidate Ionic Water Cluster Structure Formation (Page 1151)


Piperagkas, Grigoris S.

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


Pizzuti, Clara

Experimental Evaluation of Topological-Based Fitness Functions to Detect Complexes in PPI Networks (Page 193)


Plosila, Juha

tk-SA: Accelerated Simulated Annealing Algorithm for Application Mapping on Networks-on-Chip (Page 1191)


Pohl, Sebastian

Run-Time Analysis of the (1+1) Evolutionary Algorithm Optimizing Linear Functions Over a Finite Alphabet (Page 1317)


Pollack, Jordan

A Cell-based Developmental Model to Generate Robot Morphologies (Page 537)


Preuss, Mike

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


Purshouse, Robin C.

Local Preference-inspired Co-Evolutionary Algorithms (Page 513)


Qin, A. K.

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


Rahman, M. Sohel

Bee Algorithms for Solving DNA Fragment Assembly Problem with Noisy and Noiseless Data (Page 201)


Raidl, Günther R.

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


Raimondo, Federico

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


Richards, Daniel

An Evo-Devo Approach to Architectural Design (Page 569)


Richter, Gunther

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


Riff, María Cristina

Towards a Population-Based Framework for Improving Stochastic Local Search Algorithms (Page 337)


Rizzo, Donna M.

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


Robertson, David

The Use of Reputation as Noise-Resistant Selection Bias in a Co-Evolutionary Multi-Agent System (Page 983)


Rodriguez, Nestor

A Memory Efficient and Continuous-Valued Compact EDA for Large Scale Problems (Page 281)


Rodríguez Villalobos, Cynthia A.

A New Multi-Objective Evolutionary Algorithm Based on a Performance Assessment Indicator (Page 505)


Rodriguez-Tello, Eduardo

Locality-based Multiobjectivization for the HP Model of Protein Structure Prediction (Page 473)


Rojas, Yazmin

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


Rojas-Galeano, Sergio

A Memory Efficient and Continuous-Valued Compact EDA for Large Scale Problems (Page 281)


Rombo, Simona

Experimental Evaluation of Topological-Based Fitness Functions to Detect Complexes in PPI Networks (Page 193)


Ross, Brian J.

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


Rotaru, Cristian

Dynamic Segregative Genetic Algorithm for Optimizing the Variable Ordering of ROBDDs (Page 657)


Rowe, Jonathan E.

The Choice of the Offspring Population Size in the (1,λ) EA (Page 1349)


Ryan, Conor

Exploring Boundaries: Optimising Individual Class Boundaries for Binary Classification Problem (Page 743)

Sensitive Ants Are Sensible Ants (Page 775)


Sabourin, Robert

Gaussian Mixture Modeling for Dynamic Particle Swarm Optimization of Recurrent Problems (Page 73)

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


Saha, Tanay Kumar

Bee Algorithms for Solving DNA Fragment Assembly Problem with Noisy and Noiseless Data (Page 201)


Santana, Roberto

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


Säntti, Tero

tk-SA: Accelerated Simulated Annealing Algorithm for Application Mapping on Networks-on-Chip (Page 1191)


Sarasola, Briseida

How Long Should We Run in Dynamic Optimization? (Page 665)


Saubion, Frédéric

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

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


Saxena, Ashutosh

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


Sayama, Hiroki

Morphologies of Self-Organizing Swarms in 3D Swarm Chemistry (Page 577)


Schaul, Tom

Natural Evolution Strategies Converge on Sphere Functions (Page 329)


Schmidhuber, Jürgen

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


Schoenauer, Marc

Asynchronous Master/Slave MOEAs and Heterogeneous Evaluation Costs (Page 1007)

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


Sebag, Michèle

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


Shankland, Carron

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


Shao, Chung-Yu

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


Shao, Shuai

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


Shimohara, Katsunori

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


Simões, Anabela

Enhancing the Virtual Loser Genetic Algorithm for Dynamic Environments (Page 673)


Siriteanu, Constantin

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


Smith, Robert Elliott

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


Šnorek, Miroslav

Distance Measures for HyperGP with Fitness Sharing (Page 545)


Soares, Symone G.

A Genetic Algorithm for Designing Neural Network Ensembles (Page 681)


Solomon, Michael

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


Song, Bo

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


Soule, Terence

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


Spector, Lee

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


Spies, François

Adaptive Multi-objective Genetic Algorithm Using Multi-Pareto-Ranking (Page 449)


Stalph, Patrick O.

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

Guided Evolution in XCSF (Page 911)


Stone, Peter

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


Stonedahl, Forrest

Darwinian Rivers: Evolving Stream Topographies to Match Hyporheic Residence Time Distributions (Page 1175)


Stonedahl, Susa H.

Darwinian Rivers: Evolving Stream Topographies to Match Hyporheic Residence Time Distributions (Page 1175)


Stradner, Jürgen

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


Stylios, Chrysostomos D.

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


Suciu, Mihai

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


Sudholt, Dirk

Crossover Speeds Up Building-Block Assembly (Page 689)

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

Runtime Analysis of Convex Evolutionary Search (Page 649)

The Choice of the Offspring Population Size in the (1,λ) EA (Page 1349)


Sullivan-Fedock, John

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


Sutton, Andrew M.

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

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


Suzuki, Junichi

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


Swafford, John

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


Tanev, Ivan

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


Tang, Ke

A Developmental Solution to (Dynamic) Capacitated Arc Routing Problems Using Genetic Programming (Page 831)


Tansey, Wesley

Accelerating Evolution via Egalitarian Social Learning (Page 919)


Tauritz, Daniel R.

Linkage Tree Genetic Algorithms: Variants and Analysis (Page 625)

Multi-Objective Coevolutionary Automated Software Correction (Page 1229)


Terashima-Marín, Hugo

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

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


Thiel, Stephan

Application of Evolutionary Methods to 3D Geoscience Modelling (Page 1039)


Thierens, Dirk

Linkage Neighbors, Optimal Mixing and Forced Improvements in Genetic Algorithms (Page 585)

Predetermined versus Learned Linkage Models (Page 289)


Toledo, Franklina

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


Tomassini, Marco

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


Toscano-Pulido, Gregorio

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

Locality-based Multiobjectivization for the HP Model of Protein Structure Prediction (Page 473)


Trautmann, Heike

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

On the Properties of the R2 Indicator (Page 465)


Tumer, Kagan

Evolving Distributed Resource Sharing for Cubesat Constellations (Page 1015)

Evolving Large Scale UAV Communication System (Page 1023)


Tuyls, Karl

Evolutionary Advantage of Foresight in Markets (Page 943)


Urbanowicz, Ryan J.

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


Usbeck, Kyle

A Manifold Operator Representation for Adaptive Design (Page 529)


Uy, Nguyen Quang

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


Vanneschi, Leonardo

Genetic Programming Needs Better Benchmarks (Page 791)

Parameter Tuning of Evolutionary Reactions Systems (Page 727)


Veeramachaneni, Kalyan

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


Veerapen, Nadarajen

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


Vellasques, Eduardo

Gaussian Mixture Modeling for Dynamic Particle Swarm Optimization of Recurrent Problems (Page 73)


Vendramin, Ana Cristina B. Kochem

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


Ventresca, Mario

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


Verel, Sébastien

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


Viana, Aline Carneiro

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


Vico, Francisco J.

Complex and Diverse Morphologies Can Develop from a Minimal Genomic Model (Page 553)


Vilela Neto, Omar P.

Evolutionary Algorithms Applied to Elucidate Ionic Water Cluster Structure Formation (Page 1151)


Wagner, Tobias

On the Properties of the R2 Indicator (Page 465)


Wang, Rui

Local Preference-inspired Co-Evolutionary Algorithms (Page 513)


Weber, Michael

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


Weicker, Karsten

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


Weise, Thomas

A Developmental Solution to (Dynamic) Capacitated Arc Routing Problems Using Genetic Programming (Page 831)


Wemer, Westley

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


White, Anthony

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


White, David R.

Genetic Programming Needs Better Benchmarks (Page 791)


Whitley, Darrell

Constant Time Steepest Descent Local Search with Lookahead for NK-Landscapes and MAX-kSAT (Page 1357)

Exact Computation of the Expectation Curves for Uniform Crossover (Page 1301)


Wilkerson, Josh L.

Multi-Objective Coevolutionary Automated Software Correction (Page 1229)


Wineberg, Mark

An Empirical Approach to the Measurement of Interchromosomal Distances in the Genetic Algorithm (Page 601)

Depictions of Genotypic Space for Evaluating the Suitability of Different Recombination Operators (Page 609)


Winzen, Carola

Reducing the Arity in Unbiased Black-Box Complexity (Page 1309)


Witt, Carsten

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


Woodard, C. Jason

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


Wright, Robert

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


Wróbel, Borys

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


Xu, Rui-tian

Estimating Markov Switching Model Using Differential Evolution Algorithm in Prospective Infectious Disease Outbreak Detection (Page 1183)


Xue, Bing

Multi-Objective Particle Swarm Optimisation (PSO) for Feature Selection (Page 81)


Yagoubi, Mouadh

Asynchronous Master/Slave MOEAs and Heterogeneous Evaluation Costs (Page 1007)


Yamane, Masakazu

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


Yang, Bo

tk-SA: Accelerated Simulated Annealing Algorithm for Application Mapping on Networks-on-Chip (Page 1191)


Yao, Xin

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


Yoon, Yourim

An Efficient Genetic Algorithm for Subgraph Isomorphism (Page 361)


Yu, Lei

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


Yu, Tian-Li

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

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


Yu, Wei-jie

Adaptive Differential Evolution with Optimization State Estimation (Page 1285)


Zaki, Nazar

ProRank: A Method for Detecting Protein Complexes (Page 209)


Zarges, Christine

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


Zell, Andreas

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


Zhan, Jiguo

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


Zhang, Jun

A Preference-Based Bi-Objective Approach to the Payment Scheduling Negotiation Problem with the Extended r-Dominance and NSGA-II (Page 1063)

Adaptive Differential Evolution with Optimization State Estimation (Page 1285)

Ant Colony Optimization Algorithm for Lifetime Maximization in Wireless Sensor Network with Mobile Sink (Page 1199)

Estimating Markov Switching Model Using Differential Evolution Algorithm in Prospective Infectious Disease Outbreak Detection (Page 1183)

SDE: A Stochastic Coding Differential Evolution for Global Optimization (Page 975)


Zhang, Mengjie

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

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

Multi-Objective Particle Swarm Optimisation (PSO) for Feature Selection (Page 81)

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

XCS-Based Versus UCS-Based Feature Pattern Classification System (Page 839)


Zhang, Qiao

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


Zhong, Jing-hui

A Preference-Based Bi-Objective Approach to the Payment Scheduling Negotiation Problem with the Extended r-Dominance and NSGA-II (Page 1063)


Zhong, Jing-hui

Ant Colony Optimization Algorithm for Lifetime Maximization in Wireless Sensor Network with Mobile Sink (Page 1199)

SDE: A Stochastic Coding Differential Evolution for Global Optimization (Page 975)


Zhou, Mingyuan

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


Zincir-Heywood, A. Nur

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