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Accepted Papers


#8 Promoting Phenotypic Diversity in Genetic Programming
David Jackson
 
#12 Feature Selection for Multi-Purpose Predictive Models: a Many-Objective Task
Alan Reynolds, David Corne and Michael Chantler
 
#13 Incorporating Domain Knowledge into Evolutionary Computing for Discovering Gene-Gene Interaction
Stephen Turner, Scott Dudek and Marylyn Ritchie
 
#15 General Lower Bounds for the Running Time of Evolutionary Algorithms
Dirk Sudholt
 
#17 An island model for the no-wait flow shop scheduling problem
Istvan Borgulya
 
#18 Best-improvement Local Optima Networks of NK Landscapes
Gabriela Ochoa, Sebastien Verel and Marco Tomassini. First-improvement vs
 
#19 A Study of Multi-Parent Crossover Operators in a Memetic Algorithm
Yang Wang, Zhipeng Lu and Jin-Kao Hao
 
#20 Towards Analyzing Recombination Operators in Evolutionary Search
Yang Yu, Chao Qian and Zhi-Hua Zhou
 
#22 Indirect Encoding of Neural Networks for Scalable Go
Jason Gauci and Kenneth Stanley
 
#23 General Scheme for Analyzing Running Times of Parallel Evolutionary Algorithms
Jörg Lässig and Dirk Sudholt
 
#24 A Memetic Algorithm with Non Gradient-Based Local Search Assisted by a Meta-Model
Saúl Zapotecas Martínez and Carlos A. Coello Coello
 
#25 Enhancing Diversity for Average Ranking Method in Evolutionary Many-Objective Optimization
Miqing Li, Jinhua Zheng, Ke Li, Qizhao Yuan and Ruimin Shen
 
#26 Asymptotic Analysis of Computational Multi-Agent Systems
Aleksander Byrski, Robert Schaefer, Maciej Smolka and Carlos Cotta
 
#27 Optimizing Delivery Time in Multi-Objective Vehicle Routing Problems with Time Windows
Abel Garcia Najera and John Bullinaria
 
#28 Using a General VNS and Ant Colony Optimization to Solve the Rooted Delay-Constrained Minimum Spanning Tree Problem
Mario Ruthmair and Günther Raidl
 
#30 Testing the permutation space based Geometrical Differential Evolution on the Job-Shop Scheduling Problem
Antonin Ponsich and Carlos Artemio Coello Coello
 
#31 A Fractal Gene Regulatory Network for Nonlinear Control
Jean Krohn and Denise Gorse
 
#32 A Novel Smart Multi-Objective Particle Swarm Optimisation using Decomposition
Noura Al Moubayed, Andrei Petrovski and John McCall
 
#33 Evolution of Conventions and Social Polarization in Dynamical Complex Networks
Enea Pestelacci and Marco Tomassini
 
#34 Evolutionary Multiobjective Optimization Algorithm as a Markov System
Ewa Gajda, Robert Schaefer and Maciej Smołka
 
#36 Adaptive Drift Analysis
Benjamin Doerr and Leslie Ann Goldberg
 
#38 Tight Bounds for the Approximation Ratio of the Hypervolume Indicator
Karl Bringmann and Tobias Friedrich
 
#39 Solving the One-Commodity Pickup and Delivery Problem Using an Adaptive Hybrid VNS/SA Approach
Manar Hosny and Christine Mumford
 
#45 A Hybrid Genetic Algorithm for the Traveling Salesman Problem using Generalized Partition Crossover
Darrell Whitley, Doug Hains and Adele Howe
 
#47 Parallel Evolutionary Approach of Compaction Problem using MapReduce
Doina Logofătu and D. Dumitrescu
 
#48 Bidirectional Relation between CMA Evolution Strategies and Natural Evolution Strategies
Youhei Akimoto, Yuichi Nagata, Isao Ono and Shigenobu Kobayashi
 
#49 An Archive Maintenance Scheme for Finding Robust Solutions
Johannes Kruisselbrink, Michael Emmerich and Baeck Thomas
 
#51 A Novel Similarity-Based Crossover for Artificial Neural Network Evolution
Mauro Dragoni, Antonia Azzini and Andrea G.B. Tettamanzi
 
#52 Log(lambda) corrections for optimal parallelism
Fabien Teytaud and Olivier Teytaud
 
#54 Parallel Artificial Immune System in Optimization and Identification of Composite Structures
Witold Beluch, Tadeusz Burczyński and Wacław Kuś
 
#56 Ant Based Hyper Heuristics with Space Reduction: A Case Study of the p-Median Problem
Zhilei Ren, He Jiang and Jifeng Xuan
 
#61 An Analysis of the XOR Dynamic Problem Generator Based on the Dynamical System
Renato Tinos and Shengxiang Yang
 
#63 The Layered Learning method and its application to generation of evaluation functions for the game of checkers
Karol Walędzik and Jacek Mańdziuk
 
#66 Large-Scale Global Optimization using Cooperative Coevolution with Variable Interaction Learning
Wenxiang Chen, Thomas Weise, Zhenyu Yang and Ke Tang
 
#67 Evolutionary mechanics and degenerate robustness: A study of evolvable problem representations
James Whitacre, Philipp Rohlfshagen, Xin Yao and Axel Bender
 
#68 Evolving a Single Scalable Controller for an Octopus Arm with a Variable Number of Segments
Brian Woolley and Kenneth Stanley
 
#70 Hybrid Directional-biased Evolutionary Algorithm for Multi-objective Optimization
Tomohiro Shimada, Masayuki Otani, Hiroyasu Matsushima, Hiroyuki Sato, Kiyohiko Hattori and Keiki Takadama
 
#71 Flocking in Stationary and Non-Stationary Environments: A Novel Communication Strategy for Heading Alignment
Eliseo Ferrante, Ali Emre Turgut, Nithin Mathews, Mauro Birattari and Marco Dorigo
 
#73 Ant Colony Optimization with Immigrants Schemes in Dynamic Environments
Michalis Mavrovouniotis and Shengxiang Yang
 
#75 Consultant-Guided Search Algorithms with Local Search for the Traveling Salesman Problem
Serban Iordache
 
#77 Objective Space Partitioning Using Conflict Information for Many-objective Optimization
Antonio Lopez-Jaimes, Hernán Aguirre, Kiyoshi Tanaka and Carlos Coello Coello
 
#78 Path relinking on many-objective NK-landscapes
Joseph Pasia, Hernan Aguirre and Kiyoshi Tanaka
 
#80 Solving Multiobjective Optimization Problem by Constraint Optimization
He Jiang, Shuyan Zhang and Zhilei Ren
 
#82 Adaptive Modularization of the MAPK Signaling Pathway using the Multiagent Paradigm
Abbas Sarraf Shirazi, Sebastian von Mammen and Christian Jacob
 
#83 Performance of Network Crossover on NK Landscapes and Spin Glasses
Mark Hauschild and Martin Pelikan
 
#84 EvoShelf : A System for Managing and Exploring Evolutionary Data
Timothy Davison, Sebastian von Mammen and Christian Jacob
 
#86 Privacy-Preserving Multi-Objective Evolutionary Algorithms
Daniel Funke and Florian Kerschbaum
 
#87 Fast Grammar-Based Evolution Using Memoization
Martin Luerssen and David Powers
 
#89 An Effective Hybrid Evolutionary Local Search for Orienteering and Team Orienteering Problems with Time Windows
Nacima Labadi, Jan Melechovsky and Roberto Wolfler Calvo
 
#91 Performance Differences based on Distance in Evolutionary Dynamic Optimisation
Philipp Rohlfshagen and Xin Yao
 
#94 A Hyper-heuristic Approach to Strip Packing Problems
Edmund Burke, Qiang Guo and Graham Kendall
 
#95 Path-guided mutation for stochastic Pareto local search algorithms
Madalina Drugan and Dirk Thierens
 
#96 Preference-Based Multi-Objective Particle Swarm Optimization Using Desirabilities
Sanaz Mostaghim, Heike Trautmann and Olaf Mersmann
 
#97 Statistical analysis for parameter setting in real-coded evolutionary algorithms
Maribel García-Arenas, Pedro A. Castillo-Valdivieso and J.J. Merelo
 
#100 On-Line Purchasing Strategies for an Evolutionary Algorithm Performing Resource-Constrained Optimization
Richard Allmendinger and Joshua Knowles
 
#101 Evolutionary Optimization on Problems Subject to Changes of Variables
Richard Allmendinger and Joshua Knowles
 
#103 A binary encoding supporting both mutation and recombination
Karsten Weicker
 
#104 Evolving Strategies for Updating Pheromone Trails: a Case Study with the TSP
Jorge Tavares and Francisco Pereira
 
#105 Design and Comparison of two Evolutionary Approaches for Solving the Rubik's Cube
Nail El-Sourani and Markus Borschbach
 
#107 A Natural Evolution Strategy for Multi-Objective Optimization
Tobias Glasmachers, Tom Schaul and Jürgen Schmidhuber
 
#108 Fixed Parameter Evolutionary Algorithms and Maximum Leaf Spanning Trees: A Matter of Mutation
Stefan Kratsch, Per Kristian Lehre, Frank Neumann and Pietro Simone Oliveto
 
#109 A Framework for Incorporating Trade-off Information Using Multi-objective Evolutionary Algorithms
Pradyumn Kumar Shukla, Christian Hirsch and Hartmut Schmeck
 
#114 A Genetic Programming Approach to the Matrix Bandwidth-Minimization Problem
Behrooz Koohestani and Riccardo Poli
 
#118 Genetic Algorithm and Local Search for Trading Hubs Construction in Electricity Markets
Pavel Borisovsky, Anton Eremeev, Egor Grinkevich and Nikolay Kosarev
 
#119 pMODE-LD+SS: An Effective and Efficient Parallel Differential Evolution Algorithm for Multi-Objective Optimization
Alfredo Arias Monta?o, Carlos A. Coello Coello and Efrén Mezura-Montes
 
#120 More Effective Crossover Operators for the All-Pairs Shortest Path Problem
Benjamin Doerr, Daniel Johannsen, Timo Kötzing, Frank Neumann and Madeleine Theile
 
#121 The Application of Pittsburgh-Style Learning Classifier Systems to Address Genetic Heterogeneity and Epistasis in Association Studies
Ryan Urbanowicz and Jason Moore
 
#124 Stopping criteria for genetic algorithms with application to multiobjective optimization
Marcin Studniarski
 
#126 Globally Induced Model Trees: An Evolutionary Approach
Marcin Czajkowski and Marek Kretowski
 
#128 How Crossover Speeds Up Evolutionary Algorithms for the Multi-Criteria All-Pairs-Shortest-Path Problem
Frank Neumann and Madeleine Theile
 
#129 Speculative Evaluation in Particle Swarm Optimization
Matthew Gardner, Andrew McNabb and Kevin Seppi
 
#131 One-Point Geometric Crossover
alberto moraglio
 
#132 GP Locality with Binary Decision Diagrams as Ant Phenotypes
James McDermott, Edgar Galvan-Lopez and Michael O'Neill
 
#133 Experimental comparison of methods to handle boundary constraints in Differential Evolution
Jaroslaw Arabas, Adam Szczepankiewicz and Tomasz Wroniak
 
#134 Vote Based Classifier Ensemble Selection Using Multiobjective Optimization for Named Entity Recognition
Asif Ekbal and Sriparna Saha
 
#135 New Uncertainty Handling Strategies in Multi-Objective Evolutionary Optimization
Thomas Voß, Heike Trautmann and Christian Igel
 
#136 Fitness Approximation by Similarity Estimation for Bot Evolution in the UT2004 Computer Game
Jaroslav Moravec and Anna I Esparcia-Alcazar
 
#143 Discrete Differential Evolution Algorithm for solving the Terminal Assignment Problem
Eugénia Moreira Bernardino, Anabela Moreira Bernardino, Juan Manuel Sánchez-Pérez, Juan Antonio Gómez-Pulido and Miguel Angel Vega-Rodríguez
 
#145 The Role of Syntactic and Semantic Locality of Crossover in Genetic Programming
Quang Uy Nguyen, Xuan Hoai Nguyen, Michael O'Neill and Bob McKay
 
#146 Mirrored Sampling and Sequential Selection for Evolution Strategies
Dimo Brockhoff, Anne Auger, Nikolaus Hansen, Dirk V. Arnold and Tim Hohm
 
#147 Benchmarking Evolutionary Algorithms: Towards Exploratory Landscape Analysis
Olaf Mersmann, Mike Preuss and Heike Trautmann
 
#149 Entropy-Driven Evolutionary Approaches to the Mastermind Problem
Carlos Cotta, JJ Merelo, Antonio Mora and Thomas Runarsson
 
#150 Decentralized Evolutionary Agents streamlining Logistic Network Design
Stephan Otto and Tobias Bannenberg
 
#151 Optimizing Monotone Functions Can Be Difficult
Benjamin Doerr, Thomas Jansen, Dirk Sudholt, Carola Winzen and Christine Zarges
 
#154 Exploiting Overlap when Searching for Robust Optima
Johannes Kruisselbrink, Michael Emmerich, Andre Deutz and Thomas Baeck
 
#155 Drift Analysis with Tail Bounds
Benjamin Doerr and Leslie Ann Goldberg
 
#160 Optimal Fixed and Adaptive Mutation Rates for the LeadingOnes Problem
Süntje Böttcher, Benjamin Doerr and Frank Neumann
 
#162 Evolutionary Learning of Technical Trading Rules without Data-mining Bias
Alexandros Agapitos, Michael O'Neill and Anthony Brabazon
 
#165 When Does Dependency Modelling Help? Using a Randomized Landscape Generator to Compare Algorithms in Terms of Problem Structure
Rachael Morgan and Marcus Gallagher
 
#166 A Memetic Algorithm for the Pickup and Delivery Problem with Time Windows using Selective Route Exchange Crossover
Yuichi Nagata and Shigenobu Kobayashi
 
#170 Experimental Supplements to the Theoretical Analysis of Migration in the Island Model
Jörg Lässig and Dirk Sudholt
 
#171 Using Co-solvability to Model and Exploit Synergetic Effects in Evolution
Krzysztof Krawiec and Paweł Lichocki
 
#172 Differential Mutation Based on Population Covariance Matrix
Karol Opara and Jarosław Arabas
 
#174 Testing the Dinosaur Hypothesis under Empirical Datasets
Michael Kampouridis, Shu-Heng Chen and Edward Tsang
 
#175 How to Choose Solutions for Local Search in Multiobjective Combinatorial Memetic Algorithms
Hisao Ishibuchi, Yasuhiro Hitotsuyanagi, Yoshihiko Wakamatsu and Yusuke Nojima
 
#177 Using Computational Intelligence to Identify Performance Bottlenecks In a Computer System
Faraz Ahmed, Farrukh Shehzad and Muddassar Farooq
 
#179 GPGPU-compatible Archived Based Stochastic Ranking Evolutionary Algorithm (G-ASREA) for Multi-Objective Optimization
Deepak Sharma and Pierre Collet
 
#183 The Linkage Tree Genetic Algorithm
Dirk Thierens
 
#185 Negative Drift in Populations
Per Kristian Lehre
 
#186 Comparison-Based Optimizers Need Comparison-Based Surrogates
Ilya Loshchilov, Marc Schoenauer and Mich?le Sebag
 
#188 Towards Directed Open-ended Search by a Novelty Guided Evolution Strategy
Lars Graening, Nikola Aulig and Markus Olhofer
 
#189 Comparison-based Adaptive Strategy Selection in Differential Evolution
Álvaro Fialho, Raymond Ros, Marc Schoenauer and Mich?le Sebag
 
#190 Application in Behavioral Games
D. Dumitrescu, Rodica Ioana Lung, Réka Nagy, Daniela Zaharie and Attila Bartha. Evolutionary Detection of New Classes of Equilibria
 
#191 Comparative Analysis of Search and Score Metaheuristics for Bayesian Network Structure Learning using Node Juxtaposition Distributions
Yanghui Wu, John McCall and David Corne
 
#194 Log-linear Convergence of the Scale-invariant (mu/mu_w,lambda)-ES and Optimal mu for Intermediate Recombination for Large Population Sizes
Mohamed Jebalia and Anne Auger
 
#195 In Search of Equitable Solutions Using Multi-objective Evolutionary Algorithms
Pradyumn Kumar Shukla, Christian Hirsch and Hartmut Schmeck
 
#199 Theoretically Investigating Optimal $\mu$-Distributions for the Hypervolume Indicator: First Results For Three Objectives
Anne Auger, Johannes Bader and Dimo Brockhoff
 
#200 Threshold selection, mitosis and dual mutation in cooperative co-evolution: application to medical 3D tomography
Franck Vidal, Evelyne Lutton, Jean Louchet and Jean-Marie Rocchisani
 
#201 Ownership and Trade in Spatial Evolutionary Memetic Games
Juan C. Burguillo and Ana Peleteiro
 
#202 Bioreactor Control by Genetic Programming
Dimitris Dracopoulos and Riccardo Piccoli
 
#204 Open-Ended Evolutionary Robotics: an Information Theoretic Approach
Pierre Delarboulas and Mich?le Sebag
 
#205 Evolution of XPath lists for document data selection
Pablo García Sánchez, JJ Merelo, Juan Luís Jiménez Laredo, Antonio Mora, Pedro Castillo and María Isabel García Arenas
 
#208 Differential Evolution Algorithms with Cellular Populations
Bernabé Dorronsoro and Pascal Bouvry
 
#211 Scheduling English Football Fixtures over the Holiday Period Using Hyper-heuristics
Jonathon Gibbs, Graham Kendall and Ender Ozcan
 
#213 Selecting Small Audio Feature Sets in Music Classification by Means of Asymmetric Mutation
Bernd Bischl, Igor Vatolkin and Mike Preuss
 
#215 Topography-Aware Sensor Deployment Optimization with CMA-ES
Vahab Akbarzadeh, Albert Hung-Ren Ko, Christian Gagné and Marc Parizeau
 
#218 Defining and Optimizing Indicator-based Diversity Measures in Multiobjective Search
Tamara Ulrich, Johannes Bader and Lothar Thiele
 
#219 On Expected-Improvement Criteria for Model-Based Multi-Objective Optimization
Tobias Wagner, Michael Emmerich, Andre Deutz and Wolfgang Ponweiser
 
#220 Secure and task abortion aware GA-based hybrid meta-heuristics for Grid scheduling
Joanna Kolodziej, Fatos Xhafa and Marcin Bogdanski
 
#221 Evolving Networks Promotes Cooperation in Public Goods Games
Ana L. C. Bazzan
 
#224 PMF: A Multicore-Enabled Framework for the Construction of Metaheuristics for Single and Multiobjective Optimization
Deon Garrett
 
#225 Analyzing the Credit Default Swap Market Using Cartesian Genetic Programming
Laleh Zangeneh and Peter Bentley
 
#227 Improved Dynamic Lexicographic Ordering for Multi-objective Optimisation
Juan Castro-Gutierrez, Dario Landa-Silva and José A. Moreno-Pérez
 
#228 Environment-driven Embodied Evolution in a Population of Autonomous Agents
Nicolas Bredeche and Jean-Marc Montanier
 
#229 Graph Clustering Based Model Building
David Iclanzan and D. Dumitrescu
 
#231 Parameter Tuning Boosts Performance of Variation Operators in Multiobjective Optimization
Simon Wessing, Nicola Beume, Guenter Rudolph and Boris Naujoks
 
#232 Convergence Rates of (1+1) Evolutionary Multiobjective Algorithms
Nicola Beume, Marco Laumanns and Guenter Rudolph
 
#233 Secret Key Specification for a Variable-Length Cryptographic Cellular Automata-Based Model
Gina M. B. Oliveira, Luiz G. A. Martins, Giordano Ferreira and Leonardo Alt
 
#234 Many-Objective Test Problems to Visually Examine the Behavior of Multiobjective Evolution in a Decision Space
Hisao Ishibuchi, Yasuhiro Hitotsuyanagi, Noritaka Tsukamoto and Yusuke Nojima
 
#235 A Cooperative Coevolutionary Approach to Partitional Clustering
Mitchell Potter and Christine Couldrey
 
#239 A Memetic Cooperative Optimization Schema and its Application to the Tool Switching Problem
Jhon Edgar Amaya, Carlos Cotta and Antonio J. Fernández
 
#240 Optimization and Generalisation: Footprints in Instance Space
David Corne and Alan Reynolds
 
#241 A Hybrid Scalarization and Adaptive epsilon-Ranking Strategy for Many-objective Optimization
Hernan Aguirre and Kiyoshi Tanaka