GECCO'11 Proceedings Table of Contents

Preface
Pier Luca Lanzi (Conference Chair)
Natalio Krasnogor (Editor-in-Chief)

A Word from the Chair of SIGEVO
Darrell Whitley (ACM SIGEVO Chair)

GECCO'11 Editors

ACM SIGEVO Officers and Executive Committee

GECCO'11 Conference Organizers

GECCO'11 Program Committee Members

GECCO'11 Proceedings Author Index

GECCO'11 Proceedings ACM Copyright & Permissions Information

	Track Name	Track Chair(s)
	Invited Talks
	Ant Colony Optimization and Swarm Intelligence	Andries Engelbrecht and David Pelta
	Artificial Life, Evolutionary Robotics and Evolvable Hardware	Carlos Gershenson and Giovanni Squillero
	Bioinformatics, Computational, Systems, and Synthetic Biology	Alex Freitas and Marylin Ritchie
	Digital Entertainment Technologies and Arts	Mike Preuss and Christian Gagné
	Evolutionary Combinatorial Optimization and Metaheuristics	Yew Soon Ong and Günther Raidl
	Estimation of Distribution Algorithms	José Lozano and Marcus Gallager
	Evolutionary Multiobjective Optimization	Carlos Coello-Coello and Dario Landa Silva
	Evolutionary Strategies and Evolutionary Programming	Nikolaus Hansen and Silja Meyer-Nienberg
	Generative and Developmental Systems	Jeff Clune and Greg Hornby
	Genetic Algorithms	Jim Smith and Gus Eiben
	Genetic Programming	Lee Spector and Tina Yu
	Genetics-Based Machine Learning	Ester Bernadó-Mansilla and Will Browne
	Parallel Evolutionary Systems	Man-Leung Wong and Pierre Collet
	Real World Applications	Steve Gustafson and Jean-Paul Watson
	Search Based Software Engineering	Moshe Sipper and Simon Poulding
	Self-* Search	Gabriela Ochoa and Marc Schoenauer
	Theory	Carsten Witt and Anne Auger

Genetic Algorithms Track Papers

On the Log-Normal Self-Adaptation of the Mutation Rate in Binary Search Spaces (Page 893)
Johannes Kruisselbrink (University Leiden)
Rui Li (University Leiden)
Edgar Reehuis (University Leiden)
Jeroen Eggermont (LUMC)
Thomas Bäck (University Leiden)

A Parameter-Less Genetic Algorithm with Customized Crossover and Mutation Operators (Page 901)
Farhad Nadi (Universiti Sains Malaysia)
Ahamad Tajudin Khader (Universiti Sains Malaysia)

Adaptive Evolutionary Algorithm Based on Population Dynamics for Dynamic Environments (Page 909)
Maury M. Gouvêa Jr. (Pontifical Catholic University of Minas Gerais)
Aluizio F. R. Araújo (Federal University of Pernambuco)

Idealized Dynamic Population Sizing for Uniformly Scaled Problems (Page 917)
Fernando G. Lobo (Universidade do Algarve)

A Multiobjective Genetic Algorithm for Automatic Orthogonal Graph Drawing (Page 925)
Bernadete Maria de Mendonça Neta (Universidade Federal de Minas Gerais)
Gustavo H. D. Araújo (Universidade Federal de Minas Gerais)
Frederico G. Guimarães (Universidade Federal de Minas Gerais)
Renato C. Mesquita (Universidade Federal de Minas Gerais)

Stochastic Algorithms Assessment Using Performance Profiles (Page 933)
Lino Costa (University of Minho)
Isabel Espírito Santo (University of Minho)
Pedro Oliveira (Universidade do Porto)

Locating Seismic-Sense Stations Through Genetic Algorithm: Genetic Algorithms (Page 941)
Josafath I. Espinosa Ramos (La Salle University)
Roberto A. Vázquez (La Salle University)

Adaptive and Hybrid Genetic Approaches for Estimating the Camera Motion from Image Point Correspondences (Page 949)
Francisco Vasconcelos (University of Coimbra & ISR)
Carlos Henggeler Antunes (University of Coimbra & INESC)
João P. Barreto (University of Coimbra & ISR)

On the Deleterious Effects of A Priori Objectives on Evolution and Representation (Page 957)
Brian G. Woolley (University of Central Florida)
Kenneth O. Stanley (University of Central Florida)

Critical Factors in the Performance of Novelty Search (Page 965)
Steijn Kistemaker (University of Amsterdam)
Shimon Whiteson (University of Amsterdam)

Mutation Rates of the (1+1)-EA on Pseudo-Boolean Functions of Bounded Epistasis (Page 973)
Andrew M. Sutton (Colorado State University)
L. Darrell Whitley (Colorado State University)
Adele E. Howe (Colorado State University)

Black-Box Complexities of Combinatorial Problems (Page 981)
Benjamin Doerr (Max-Planck-Institute for Informatics)
Johannes Lengler (ETH Zürich)
Timo Kötzing (Max-Planck-Institute for Informatics)
Carola Winzen (Max-Planck-Institute for Informatics)

How Crossover Helps in Pseudo-Boolean Optimization (Page 989)
Timo Kötzing (Max-Planck-Institut für Informatik)
Dirk Sudholt (University of Birmingham)
Madeleine Theile (Technische Universität Berlin)

A Surrogate-Assisted Linkage Inference Approach in Genetic Algorithms (Page 997)
Tomasz Oliwa (The University of Georgia)
Khaled Rasheed (The University of Georgia)

Pairwise and Problem-Specific Distance Metrics in the Linkage Tree Genetic Algorithm (Page 1005)
Martin Pelikan (University of Missouri, St. Louis)
Mark W. Hauschild (University of Missouri, St. Louis)
Dirk Thierens (Utrecht University)

Analysis of Epistasis Correlation on NK Landscapes with Nearest-Neighbor Interactions (Page 1013)
Martin Pelikan (University of Missouri, St. Louis)

An Analysis of Multi-Chromosome Gas in Deceptive Problems (Page 1021)
Menglin Li (NUI, Galway)
Colm O'Riordan (NUI, Galway)
Seamus Hill (NUI, Galway)

Index-Based Genetic Algorithm for Continuous Optimization Problems (Page 1029)
Ni Chen (Sun Yat-sen University)
Jun Zhang (Sun Yat-sen University)

Memory-Based CHC Algorithms for the Dynamic Traveling Salesman Problem (Page 1037)
Anabela Simões (Polytechnic Institute of Coimbra)
Ernesto Costa (University of Coimbra)

ESDL: A Simple Description Language for Population-Based Evolutionary Computation (Page 1045)
Steve Dower (Swinburne University of Technology)
Clinton J. Woodward (Swinburne University of Technology)

Speciation in Evolutionary Algorithms: Adaptive Species Discovery (Page 1053)
Antonio Della Cioppa (Università de Salerno)
Angelo Marcelli (Università de Salerno)
Prisco Napoli (Università de Salerno)

Spacing Memetic Algorithms (Page 1061)
Daniel Cosmin Porumbel (Université Lille Nord de France & University of Artois)
Jin-Kao Hao (University of Angers)
Pascale Kuntz (University of Nantes)

Learning Individual Mating Preferences (Page 1069)
Lisa M. Guntly (Missouri University of Science and Technology)
Daniel R. Tauritz (Missouri University of Science and Technology)

A Robust Dynamic Niching Genetic Clustering Approach for Image Segmentation (Page 1077)
Dongxia Chang (Beijing Jiaotong University)
Yao Zhao (Beijing Jiaotong University)
Yanhui Xiao (Beijing Jiaotong University)

A New Differential Evolution Algorithm with Dynamic Population Partition and Local Restart (Page 1085)
Yuan-long Li (Sun Yat-sen University)
Jun Zhang (Sun Yat-sen University)

Multi-Population Differential Evolution with Adaptive Parameter Control for Global Optimization (Page 1093)
Wei-jie Yu (Sun Yat-sen University)
Jun Zhang (Sun Yat-sen University)

Differential Evolution with Self Adaptive Local Search (Page 1099)
Nasimul Noman (University of Tokyo)
Danushka Bollegala (University of Tokyo)
Hitoshi Iba (University of Tokyo)

Approximating n-Player Behavioural Strategy Nash Equilibria Using Coevolution (Page 1107)
Spyridon Samothrakis (University of Essex)
Simon Lucas (University of Essex)

Smart Use of Computational Resources Based on Contribution for Cooperative Co-evolutionary Algorithms (Page 1115)
Mohammad N. Omidvar (RMIT University)
Xiaodong Li (RMIT University)
Xin Yao (The University of Birmingham)

Iterated n-Player Games on Small-World Networks (Page 1123)
Raymond Chiong (The University of Melbourne)
Michael Kirley (The University of Melbourne)

A Cooperative Coevolutionary Genetic Algorithm for Learning Bayesian Network Structures (Page 1131)
Arthur Carvalho (University of Waterloo)

An EA-based Approach to Design Optimization Using Evidence Theory (Page 1139)
Rupesh Kumar Srivastava (Indian Institute of Technology Kanpur)
Kalyanmoy Deb (Indian Institute of Technology Kanpur)

Adaptive Strategies Applied to Evolutionary Search for 2D DCT Cellular Automata Rules (Page 1147)
Gina M. B. de Oliveira (Federal University of Uberlandia)
Luiz G. A. Martins (Federal University of Uberlandia)
Enrique Fynn (Federal University of Uberlandia)

A Non-Deterministic Adaptive Inertia Weight in PSO (Page 1155)
Kusum Deep (Indian Institute of Technology Roorkee)
Madhuri (Indian Institute of Technology Roorkee)
Jagdish Chand Bansal (ABV-Indian Institute of Information Technology and Management)

An Algorithm for Deciding Minimal Cache Sizes in Real-Time Systems (Page 1163)
Antonio Martí-Campoy (Universitat Politècnica de València)
Francisco Rodríguez-Ballester (Universitat Politècnica de València)
Eugenio Tamura (Pontificia Universidad Javeriana-Cali)
Rafael Ors (Universitat Politècnica de València)

Polynomial Selection Scheme with Dynamic Parameter Estimation in Cellular Genetic Algorithm (Page 1171)
Jiradej Vatanutanon (The University of Tokyo)
Nasimul Noman (The University of Tokyo)
Hitoshi Iba (The University of Tokyo)

Real-Space Evolutionary Annealing (Page 1179)
Alan J. Lockett (University of Texas at Austin)
Risto Miikkulainen (University of Texas at Austin)

How Hard Should We Run? Trading Off Exploration and Exploitation in Evolutionary Algorithms for Dynamic Optimisation Problems (Page 1187)
Yun-Geun Lee (Seoul National University)
Bob McKay (Seoul National University)