Volume I |
A-Life, Adaptive Behavior, Agents, and Ant Colony Optimization |
Efficient Evaluation Functions for Multi-rover Systems / Adrian Agogino ; Kagan Tumer |
A Particle Swarm Model of Organizational Adaptation / Anthony Brabazon ; Arlindo Silva ; Tiago Ferra de Sousa ; Michael O'Neill ; Robin Matthews ; Ernesto Costa |
Finding Maximum Cliques with Distributed Ants / Thang N. Bui ; Joseph R. Rizzo ; Jr. |
Ant System for the k-Cardinality Tree Problem / Gnanasekaran Sundarraj |
A Hybrid Ant Colony Optimisation Technique for Dynamic Vehicle Routing / Darren M. Chitty ; Marcel L. Hernandez |
Cooperative Problem Solving Using an Agent-Based Market / David Cornforth ; Michael Kirley |
Cultural Evolution for Sequential Decision Tasks: Evolving Tic-Tac-Toe Players in Multi-agent Systems / Dara Curran ; Colm O Riordan |
Artificial Life and Natural Intelligence / Keith L. Downing |
Bluenome: A Novel Developmental Model of Artificial Morphogenesis / T. Kowaliw ; P. Grogono ; N. Kharma |
Adaptively Choosing Neighbourhood Bests Using Species in a Particle Swarm Optimizer for Multimodal Function Optimization / Xiaodong Li |
Better Spread and Convergence: Particle Swarm Multiobjective Optimization Using the Maximin Fitness Function |
Evolving a Self-Repairing, Self-Regulating, French Flag Organism / Julian Francis Miller |
The Kalman Swarm (A New Approach to Particle Motion in Swarm Optimization) / Christopher K. Monson ; Kevin D. Seppi |
Adaptive and Evolvable Network Services / Tadashi Nakano ; Tatsuya Suda |
Grammatical Swarm / Michael O Neill |
A New Universal Cellular Automaton Discovered by Evolutionary Algorithms / Emmanuel Sapin ; Olivier Bailleux ; Jean-Jacques Chabrier ; Pierre Collet |
An Interactive Artificial Ant Approach to Non-photorealistic Rendering / Yann Semet ; Una-May O'Reilly ; Frédo Durand |
Automatic Creation of Team-Control Plans Using an Assignment Branch in Genetic Programming / Walter A. Talbott |
Implications of Epigenetic Learning Via Modification of Histones on Performance of Genetic Programming / Ivan Tanev ; Kikuo Yuta |
Using Clustering Techniques to Improve the Performance of a Multi-objective Particle Swarm Optimizer / Gregorio Toscano Pulido ; Carlos A. Coello Coello |
SWAF: Swarm Algorithm Framework for Numerical Optimization / Xiao-Feng Xie ; Wen-Jun Zhang |
A-Life, Adaptive Behavior, Agents, and Ant Colony Optimization - Posters |
Autonomous Agent for Multi-objective Optimization / Alain Berro ; Stephane Sanchez |
An Evolved Autonomous Controller for Satellite Task Scheduling |
Multi-agent Foreign Exchange Market Modelling Via GP / Stephen Dignum ; Riccardo Poli |
An Evolutionary Autonomous Agent with Visual Cortex and Recurrent Spiking Columnar Neural Network / Rich Drewes ; James Maciokas ; Sushil J. Louis ; Philip Goodman |
Arguments for ACO's Success / Osvaldo Gómez ; Benjamín Barán |
Solving Engineering Design Problems by Social Cognitive Optimization |
Artificial Immune Systems |
Vulnerability Analysis of Immunity-Based Intrusion Detection Systems Using Evolutionary Hackers / Gerry Dozier ; Douglas Brown ; John Hurley ; Krystal Cain |
Constructing Detectors in Schema Complementary Space for Anomaly Detection / Xiaoshu Hang ; Honghua Dai |
Real-Valued Negative Selection Algorithm with Variable-Sized Detectors / Zhou Ji ; Dipankar Dasgupta |
An Investigation of R-Chunk Detector Generation on Higher Alphabets / Thomas Stibor ; Kpatscha M. Bayarou ; Claudia Eckert |
A Comment on Opt-AiNET: An Immune Network Algorithm for Optimisation / Jon Timmis ; Camilla Edmonds |
Artificial Immune Systems - Posters |
A Novel Immune Feedback Control Algorithm and Its Applications / Zhen-qiang Qi ; Shen-min Song ; Zhao-hua Yang ; Guang-da Hu ; Fu-en Zhang |
Biological Applications |
Computer-Aided Peptide Evolution for Virtual Drug Design / Ignasi Belda ; Xavier Llorà ; Marc Martinell ; Teresa Tarragó ; Ernest Giralt |
Automating Genetic Network Inference with Minimal Physical Experimentation Using Coevolution / Josh C. Bongard ; Hod Lipson |
A Genetic Approach for Gene Selection on Microarray Expression Data / Yong-Hyuk Kim ; Su-Yeon Lee ; Byung-Ro Moon |
Fuzzy Dominance Based Multi-objective GA-Simplex Hybrid Algorithms Applied to Gene Network Models / Praveen Koduru ; Sanjoy Das ; Stephen Welch ; Judith L. Roe |
Selection-Insertion Schemes in Genetic Algorithms for the Flexible Ligand Docking Problem / Camila S. de Magalhães ; Helio J.C. Barbosa ; Laurent E. Dardenne |
A GA Approach to the Definition of Regulatory Signals in Genomic Sequences / Giancarlo Mauri ; Roberto Mosca ; Giulio Pavesi |
Systems Biology Modeling in Human Genetics Using Petri Nets and Grammatical Evolution / Jason H. Moore ; Lance W. Hahn |
Evolutionary Computation Techniques for Optimizing Fuzzy Cognitive Maps in Radiation Therapy Systems / K.E. Parsopoulos ; E.I. Papageorgiou ; P.P. Groumpos ; M.N. Vrahatis |
Identification of Informative Genes for Molecular Classification Using Probabilistic Model Building Genetic Algorithm / Topon Kumar Paul ; Hitoshi Iba |
GA-Facilitated Knowledge Discovery and Pattern Recognition Optimization Applied to the Biochemistry of Protein Solvation / Michael R. Peterson ; Travis E. Doom ; Michael L. Raymer |
Genetic Programming Neural Networks as a Bioinformatics Tool for Human Genetics / Marylyn D. Ritchie ; Christopher S. Coffey |
Evolving Better Multiple Sequence Alignments / Luke Sheneman ; James A. Foster |
Optimizing Topology and Parameters of Gene Regulatory Network Models from Time-Series Experiments / Christian Spieth ; Felix Streichert ; Nora Speer ; Andreas Zell |
Comparing Genetic Programming and Evolution Strategies on Inferring Gene Regulatory Networks / Hannes Planatscher ; Holger Ulmer |
An Evolutionary Approach with Pharmacophore-Based Scoring Functions for Virtual Database Screening / Jinn-Moon Yang ; Tsai-Wei Shen ; Yen-Fu Chen ; Yi-Yuan Chiu |
Biological Applications - Posters |
Statistical Test-Based Evolutionary Segmentation of Yeast Genome / Jesus S. Aguilar-Ruiz ; Daniel Mateos ; Raul Giraldez ; Jose C. Riquelme |
Equilibrium and Extinction in a Trisexual Diploid Mating System: An Investigation / Erik C. Buehler ; Jack F. Cully |
On Parameterizing Models of Antigen-Antibody Binding Dynamics on Surfaces - A Genetic Algorithm Approach and the Need for Speed / Daniel J. Burns ; Kevin T. May |
Is the Predicted ESS in the Sequential Assessment Game Evolvable? / Winfried Just ; Xiaolu Sun |
Coevolution |
Automated Extraction of Problem Structure / Anthony Bucci ; Jordan B. Pollack ; Edwin de Jong |
Modeling Coevolutionary Genetic Algorithms on Two-Bit Landscapes: Random Partnering / Ming Chang ; Kazuhiro Ohkura ; Kanji Ueda ; Masaharu Sugiyama |
The Incremental Pareto-Coevolution Archive / Edwin D. de Jong |
A Cooperative Coevolutionary Multiobjective Algorithm Using Non-dominated Sorting / Antony W. Iorio |
Predicting Genetic Drift in 2 × 2 Games / Anthony M.L. Liekens ; Huub M.M. ten Eikelder ; Peter A.J. Hilbers |
Similarities Between Co-evolution and Learning Classifier Systems and Their Applications / Ramón Alfonso Palacios-Durazo ; Manuel Valenzuela-Rendón |
A Sensitivity Analysis of a Cooperative Coevolutionary Algorithm Biased for Optimization / Liviu Panait ; R. Paul Wiegand ; Sean Luke |
Coevolution - Posters |
A Population-Differential Method of Monitoring Success and Failure in Coevolution / Ari Bader-Natal |
Cooperative Coevolution Fusion for Moving Object Detection / Sohail Nadimi ; Bir Bhanu |
Evolutionary Robotics |
Learning to Acquire Autonomous Behavior - Cooperation by Humanoid Robots - / Yutaka Inoue ; Takahiro Tohge |
Evolved Motor Primitives and Sequences in a Hierarchical Recurrent Neural Network / Rainer W. Paine ; Jun Tani |
Robot Trajectory Planning Using Multi-objective Genetic Algorithm Optimization / E.J. Solteiro Pires ; J.A. Tenreiro Machado ; P.B. de Moura Oliveira |
Evolution, Robustness, and Adaptation of Sidewinding Locomotion of Simulated Snake-Like Robot / Thomas Ray ; Andrzej Buller |
Evolutionary Robotics - Poster |
Evolution Tunes Coevolution: Modelling Robot Cognition Mechanisms / Michail Maniadakis ; Panos Trahanias |
Evolution Strategies/Evolutionary Programming |
On the Complexity to Approach Optimum Solutions by Inhomogeneous Markov Chains / Andreas A. Albrecht |
Actuator Noise in Recombinant Evolution Strategies on General Quadratic Fitness Models / Hans-Georg Beyer |
Convergence Examples of a Filter-Based Evolutionary Algorithm / Lauren M. Clevenger ; William E. Hart |
Node-Depth Encoding for Evolutionary Algorithms Applied to Network Design / A.C.B. Delbem ; Andre de Carvalho ; Claudio A. Policastro ; Adriano K.O. Pinto ; Karen Honda ; Anderson C. Garcia |
Reducing Fitness Evaluations Using Clustering Techniques and Neural Network Ensembles / Yaochu Jin ; Bernhard Sendhoff |
An Improved Diversity Mechanism for Solving Constrained Optimization Problems Using a Multimembered Evolution Strategy / Efrén Mezura-Montes |
Randomized Local Search, Evolutionary Algorithms, and the Minimum Spanning Tree Problem / Frank Neumann ; Ingo Wegener |
An Evolution Strategy Using a Continuous Version of the Gray-Code Neighbourhood Distribution / Jonathan E. Rowe ; Džena Hidović |
A Novel Multi-objective Orthogonal Simulated Annealing Algorithm for Solving Multi-objective Optimization Problems with a Large Number of Parameters / Li-Sun Shu ; Shinn-Jang Ho ; Shinn-Ying Ho ; Jian-Hung Chen ; Ming-Hao Hung |
On the Choice of the Population Size / Tobias Storch |
An Analysis of the (μ+1) EA on Simple Pseudo-Boolean Functions / Carsten Witt |
Program Evolution by Integrating EDP and GP / Kohsuke Yanai |
Evolution Strategies/Evolutionary Programming - Posters |
A Step Size Preserving Directed Mutation Operator / Stefan Berlik |
A Comparison of Several Algorithms and Representations for Single Objective Optimization / Crina Grosan |
Towards a Generally Applicable Self-Adapting Hybridization of Evolutionary Algorithms / Wilfried Jakob ; Christian Blume ; Georg Bretthauer |
Evolvable Hardware |
High Temperature Experiments for Circuit Self-Recovery / Didier Keymeulen ; Ricardo Zebulum ; Vu Duong ; Xin Guo ; Ian Ferguson ; Adrian Stoica |
The Emergence of Ontogenic Scaffolding in a Stochastic Development Environment / John Rieffel ; Jordan Pollack |
A Reconfigurable Chip for Evolvable Hardware / Yann Thoma ; Eduardo Sanchez |
Genetic Algorithms |
Experimental Evaluation of Discretization Schemes for Rule Induction / Jesus Aguilar-Ruiz ; Jaume Bacardit ; Federico Divina |
Real-Coded Bayesian Optimization Algorithm: Bringing the Strength of BOA into the Continuous World / Chang Wook Ahn ; R.S. Ramakrishna ; David E. Goldberg |
Training Neural Networks with GA Hybrid Algorithms / Enrique Alba ; J. Francisco Chicano |
Growth Curves and Takeover Time in Distributed Evolutionary Algorithms / Gabriel Luque |
Simultaneity Matrix for Solving Hierarchically Decomposable Functions / Chatchawit Aporntewan ; Prabhas Chongstitvatana |
Metaheuristics for Natural Language Tagging / Lourdes Araujo |
An Effective Real-Parameter Genetic Algorithm with Parent Centric Normal Crossover for Multimodal Optimisation / Pedro J. Ballester ; Jonathan N. Carter |
Looking Under the EA Hood with Price's Equation / Jeffrey K. Bassett ; Mitchell A. Potter ; Kenneth A. De Jong |
Distribution of Evolutionary Algorithms in Heterogeneous Networks / Jürgen Branke ; Andreas Kamper ; Hartmut Schmeck |
A Statistical Model of GA Dynamics for the OneMax Problem / Bulent Buyukbozkirli ; Erik D. Goodman |
Adaptive Sampling for Noisy Problems / Erick Cantú-Paz |
Feature Subset Selection, Class Separability, and Genetic Algorithms |
Introducing Subchromosome Representations to the Linkage Learning Genetic Algorithm / Ying-ping Chen |
Interactive One-Max Problem Allows to Compare the Performance of Interactive and Human-Based Genetic Algorithms / Chihyung Derrick Cheng ; Alexander Kosorukoff |
Polynomial Approximation of Survival Probabilities Under Multi-point Crossover / Sung-Soon Choi |
Evolving Genotype to Phenotype Mappings with a Multiple-Chromosome Genetic Algorithm / Rick Chow |
What Basis for Genetic Dynamics? / Chryssomalis Chryssomalakos ; Christopher R. Stephens |
Exploiting Modularity, Hierarchy, and Repetition in Variable-Length Problems / Dirk Thierens |
Optimal Operating Conditions for Overhead Crane Maneuvering Using Multi-objective Evolutionary Algorithms / Kalyanmoy Deb ; Naveen Kumar Gupta |
Efficiently Solving: A Large-Scale Integer Linear Program Using a Customized Genetic Algorithm / Koushik Pal |
Using a Genetic Algorithm to Design and Improve Storage Area Network Architectures / Elizabeth Dicke ; Andrew Byde ; Paul Layzell ; Dave Cliff |
Distributed Constraint Satisfaction, Restricted Recombination, and Hybrid Genetic Search / Hurley Cunningham ; Winard Britt ; Funing Zhang |
Analysis of the (1 + 1) EA for a Noisy OneMax / Stefan Droste |
A Polynomial Upper Bound for a Mutation-Based Algorithm on the Two-Dimensional Ising Model / Simon Fischer |
The Ising Model on the Ring: Mutation Versus Recombination |
Effects of Module Encapsulation in Repetitively Modular Genotypes on the Search Space / Ivan I. Garibay ; Ozlem O. Garibay ; Annie S. Wu |
Modeling Selection Intensity for Toroidal Cellular Evolutionary Algorithms / Mario Giacobini ; Andrea Tettamanzi ; Marco Tomassini |
Evolution of Fuzzy Rule Based Classifiers / Jonatan Gomez |
Self Adaptation of Operator Rates in Evolutionary Algorithms |
PolyEDA: Combining Estimation of Distribution Algorithms and Linear Inequality Constraints / Jörn Grahl ; Franz Rothlauf |
Improving the Locality Properties of Binary Representations / Adrian Grajdeanu ; Kenneth De Jong |
Schema Disruption in Chromosomes That Are Structured as Binary Trees / William A. Greene |
The Royal Road Not Taken: A Re-examination of the Reasons for GA Failure on R1 / Brian Howard ; John Sheppard |
Robust and Efficient Genetic Algorithms with Hierarchical Niching and a Sustainable Evolutionary Computation Model / Jianjun Hu ; Erik Goodman |
A Systematic Study of Genetic Algorithms with Genotype Editing / Chien-Feng Huang ; Luis M. Rocha |
Some Issues on the Implementation of Local Search in Evolutionary Multiobjective Optimization / Hisao Ishibuchi ; Kaname Narukawa |
Mating Scheme for Controlling the Diversity-Convergence Balance for Multiobjective Optimization / Youhei Shibata |
Encoding Bounded-Diameter Spanning Trees with Permutations and with Random Keys / Bryant A. Julstrom |
Three Evolutionary Codings of Rectilinear Steiner Arborescences / Athos Antoniades |
Central Point Crossover for Neuro-genetic Hybrids / Soonchul Jung |
Combining a Memetic Algorithm with Integer Programming to Solve the Prize-Collecting Steiner Tree Problem / Gunnar W. Klau ; Ivana Ljubić ; Andreas Moser ; Petra Mutzel ; Philipp Neuner ; Ulrich Pferschy ; Günther Raidl ; René Weiskircher |
On the Evolution of Analog Electronic Circuits Using Building Blocks on a CMOS FPTA / Jörg Langeheine ; Martin Trefzer ; Daniel Brüderle ; Karlheinz Meier ; Johannes Schemmel |
Parameter-Less Optimization with the Extended Compact Genetic Algorithm and Iterated Local Search / Cláudio F. Lima ; Fernando G. Lobo |
Comparing Search Algorithms for the Temperature Inversion Problem / Monte Lunacek ; Darrell Whitley ; Philip Gabriel ; Graeme Stephens |
Inequality's Arrow: The Role of Greed and Order in Genetic Algorithms / Anil Menon |
Trap Avoidance in Strategic Computer Game Playing with Case Injected Genetic Algorithms / Chris Miles |
Topological Interpretation of Crossover / Alberto Moraglio |
Simple Population Replacement Strategies for a Steady-State Multi-objective Evolutionary Algorithm / Christine L. Mumford |
Dynamic and Scalable Evolutionary Data Mining: An Approach Based on a Self-Adaptive Multiple Expression Mechanism / Olfa Nasraoui ; Carlos Rojas ; Cesar Cardona |
Crossover, Population Dynamics, and Convergence in the GAuGE System / Miguel Nicolau ; Conor Ryan |
Inducing Sequentiality Using Grammatical Genetic Codes / Kei Ohnishi ; Kumara Sastry |
Author Index |
Volume II |
Genetic Algorithms (Continued) |
PID Controller Tuning for Stable and Unstable Processes Applying GA / Marco Antonio Paz-Ramos ; Jose Torres-Jimenez ; Enrique Quintero-Marmol-Marquez ; Hugo Estrada-Esquivel |
Dynamic Uniform Scaling for Multiobjective Genetic Algorithms / Gerulf K.M. Pedersen |
Parameter-Less Hierarchical BOA / Martin Pelikan ; Tz-Kai Lin |
Computational Complexity and Simulation of Rare Events of Ising Spin Glasses / Jiri Ocenasek ; Simon Trebst ; Matthias Troyer ; Fabien Alet |
Fitness Inheritance in the Bayesian Optimization Algorithm |
Limit Cycle Prediction in Multivariable Nonlinear Systems Using Genetic Algorithms / Farzan Rashidi ; Mehran Rashidi |
Evolving Reusable Neural Modules / Joseph Reisinger ; Kenneth O. Stanley ; Risto Miikkulainen |
How Are We Doing? Predicting Evolutionary Algorithm Performance / Mark A. Renslow ; Brenda Hinkemeyer |
Introduction of a New Selection Parameter in Genetic Algorithm for Constrained Reliability Design Problems / Laure Rigal ; Bruno Castanier ; Philippe Castagliola |
Improving the Performance of a Genetic Algorithm Using a Variable-Reordering Algorithm / Eduardo Rodriguez-Tello |
Designing Competent Mutation Operators Via Probabilistic Model Building of Neighborhoods |
Let's Get Ready to Rumble: Crossover Versus Mutation Head to Head |
Classification with Scaled Genetic Algorithms in a Coevolutionary Setting / Lothar M. Schmitt |
New Epistasis Measures for Detecting Independently Optimizable Partitions of Variables / Dong-Il Seo |
Clustering with Niching Genetic K-means Algorithm / Weiguo Sheng ; Allan Tucker ; Xiaohui Liu |
A Comparison of Genetic Programming and Genetic Algorithms in the Design of a Robust, Saturated Control System / Andrea Soltoggio |
Upper Bounds on the Time and Space Complexity of Optimizing Additively Separable Functions / Matthew J. Streeter |
Winnowing Wheat from Chaff: The Chunking GA / Hal Stringer |
An Effective Chromosome Representation for Evolving Flexible Job Shop Schedules / Joc Cing Tay ; Djoko Wibowo |
Linkage Identification by Nonlinearity Check for Real-Coded Genetic Algorithms / Masaru Tezuka ; Masaharu Munetomo ; Kiyoshi Akama |
Population-Based Iterated Local Search: Restricting Neighborhood Search by Crossover |
Modeling Dependencies of Loci with String Classification According to Fitness Differences / Miwako Tsuji |
The Edge-Set Encoding Revisited: On the Bias of a Direct Representation for Trees / Carsten Tzschoppe ; Hans-Josef Pesch |
A Gene Based Adaptive Mutation Strategy for Genetic Algorithms / Sima Uyar ; Sanem Sariel ; Gulsen Eryigit |
Subthreshold-Seeking Behavior and Robust Local Search / Keith Bush ; Jonathan Rowe |
Ruffled by Ridges: How Evolutionary Algorithms Can Fail / James Knight |
Non-stationary Subtasks Can Improve Diversity in Stationary Tasks / Christopher Willis-Ford ; Terence Soule |
The Shifting Balance Genetic Algorithm as More than Just Another Island Model GA / Mark Wineberg ; Jun Chen |
Bistability of the Needle Function in the Presence of Truncation Selection / Alden Wright ; Greg Cripe |
An Estimation of Distribution Algorithm Based on Maximum Entropy / Chris Stephens ; W.B. Langdon ; Sandeep Pulavarty |
Dependency Structure Matrix Analysis: Offline Utility of the Dependency Structure Matrix Genetic Algorithm / Tian-Li Yu |
Toward an Understanding of the Quality and Efficiency of Model Building for Genetic Algorithms / David E. Goldber |
Genetic Algorithms - Posters |
Sexual and Asexual Paradigms in Evolution: The Implications for Genetic Algorithms / Mark W. Andrews ; Christopher Salzberg |
Mutation Rates in the Context of Hybrid Genetic Algorithms / Seung-Hee Bae |
Systematic Integration of Parameterized Local Search Techniques in Evolutionary Algorithms / Neal K. Bambha ; Shuvra S. Bhattacharyya ; Jürgen Teich ; Eckart Zitzler |
Comparative Molecular Binding Energy Analysis of HIV-1 Protease Inhibitors Using Genetic Algorithm-Based Partial Least Squares Method / Yen-Chih Chen ; Chi-Hung Tsai ; Cheng-Yan Kao |
Controlled Content Crossover: A New Crossover Scheme and Its Application to Optical Network Component Allocation Problem / Mohammad Amin Dallaali ; Malin Premaratne |
Efficient and Reliable Evolutionary Multiobjective Optimization Using ϵ-Dominance Archiving and Adaptive Population Sizing / Venkat Devireddy ; Patrick Reed |
Heuristic Methods for Solving Euclidean Non-uniform Steiner Tree Problems / Ian Frommer ; Bruce Golden ; Guruprasad Pundoor |
Automating Evolutionary Art in the Style of Mondrian / Andrés Gómez de Silva Garza ; Aram Zamora Lores |
Mutation Can Improve the Search Capability of Estimation of Distribution Algorithms / Hisashi Handa |
Neural Network Normalization for Genetic Search / Jung-Hwan Kim |
Distance Measures in Genetic Algorithms |
Analysis of a Parallel MOEA Solving the Multi-objective Quadratic Assignment Problem / Mark P. Kleeman ; Richard O. Day ; Gary B. Lamont |
Evolving Features in Neural Networks for System Identification / Yung-Keun Kwon |
A Bio-inspired Genetic Algorithm with a Self-Organizing Genome: The RBF-Gene Model / Virginie Lefort ; Carole Knibbe ; Guillaume Beslon ; Joël Favrel |
Evolving Spike-Train Processors / Juan Liu |
A Philosophical Essay on Life andlts Connections with Genetic Algorithms |
An Architecture for Massive Parallelization of the Compact Genetic Algorithm / Hugo Mártires |
An Evolutionary Technique for Multicriterial Optimization Based on Endocrine Paradigm / Corina Rotar |
Evolving Golomb Rulers / Jorge Tavares ; Francisco B. Pereira |
Populating Genomes in a Dynamic Grid / Han Yu ; Ning Jiang |
Empirical Study of Population Diversity in Permutation-Based Genetic Algorithm / Kenny Q. Zhu ; Ziwei Liu |
Genetic Programming |
A Demonstration of Neural Programming Applied to Non-Markovian Problems / Gabriel Catalin Balan |
Evolving En-Route Caching Strategies for the Internet / Pablo Funes ; Frederik Thiele |
Grammatical Constant Creation / Ian Dempsey |
Memetic Crossover for Genetic Programming: Evolution Through Imitation / Brent E. Eskridge ; Dean F. Hougen |
Virtual Ramping of Genetic Programming Populations / Thomas Fernandez |
Evolving Local Search Heuristics for SAT Using Genetic Programming / Alex S. Fukunaga |
Shortcomings with Tree-Structured Edge Encodings for Neural Networks / Gregory S. Hornby |
Adapting Representation in Genetic Programming / Cezary Z. Janikow |
A Descriptive Encoding Language for Evolving Modular Neural Networks / Jae-Yoon Jung ; James A. Reggia |
Run Transferable Libraries - Learning Functional Bias in Problem Domains / Maarten Keijzer ; Mike Cattolico |
Using Genetic Programming to Obtain a Closed-Form Approximation to a Recursive Function / Evan Kirshenbaum ; Henri J. Suermondt |
Comparison of Selection Strategies for Evolutionary Quantum Circuit Design / André Leier ; Wolfgang Banzhaf |
Evolving Quantum Circuits and Programs Through Genetic Programming / Paul Massey ; John A. Clark ; Susan Stepney |
On Multi-class Classification by Way of Niching / A.R. McIntyre ; M.I. Heywood |
On the Strength of Size Limits in Linear Genetic Programming / Nicholas Freitag McPhee ; Alex Jarvis ; Ellery Fussell Crane |
Softening the Structural Difficulty in Genetic Programming with TAG-Based Representation and Insertion/Deletion Operators / Nguyen Xuan Hoai ; R.I. McKay |
πGrammatical Evolution / Sean Mc Garraghy ; Peter Keenan |
Alternative Bloat Control Methods |
Robotic Control Using Hierarchical Genetic Programming / Marcin L. Pilat ; Franz Oppacher |
A Competitive Building Block Hypothesis / Hammad Majeed ; Atif Azad |
Dynamic Limits for Bloat Control (Variations on Size and Depth) / Sara Silva |
On Naïve Crossover Biases with Reproduction for Simple Solutions to Classification Problems / M. David Terrio ; Malcolm I. Heywood |
Fitness Clouds and Problem Hardness in Genetic Programming / Leonardo Vanneschi ; Manuel Clergue ; Philippe Collard ; Sébastien Vérel |
Genetic Programming - Posters |
Improving Generalisation Performance Through Multiobjective Parsimony Enforcement / Yaniv Bernstein ; Vic Ciesielski ; Andy Song |
Using GP to Model Contextual Human Behavior / Hans Fernlund ; Avelino J. Gonzalez |
A Comparison of Hybrid Incremental Reuse Strategies for Reinforcement Learning in Genetic Programming / Scott Harmon ; Edwin Rodríguez ; Christopher Zhong ; William Hsu |
Humanoid Robot Programming Based on CBR Augmented GP / Hongwei Liu |
Genetic Network Programming with Reinforcement Learning and Its Performance Evaluation / Shingo Mabu ; Kotaro Hirasawa ; Jinglu Hu |
Multi-agent Cooperation Using Genetic Network Programming with Automatically Defined Groups / Tadahiko Murata ; Takashi Nakamura |
Chemical Genetic Programming - Coevolution Between Genotypic Strings and Phenotypic Trees / Wojciech Piaseczny ; Hideaki Suzuki ; Hidefumi Sawai |
A Study of the Role of Single Node Mutation in Genetic Programming / Wei Quan |
Multi-branches Genetic Programming as a Tool for Function Approximation / Katya Rodríguez-Vázquez ; Carlos Oliver-Morales |
Hierarchical Breeding Control for Efficient Topology/Parameter Evolution / Kisung Seo ; Zhun Fan ; Ronald C. Rosenberg |
Keeping the Diversity with Small Populations Using Logic-Based Genetic Programming / Ken Taniguchi ; Takao Terano |
Learning Classifier Systems |
Analysis and Improvements of the Adaptive Discretization Intervals Knowledge Representation / Josep Maria Garrell |
Bounding Learning Time in XCS / Martin V. Butz ; Pier LucaLanzi |
Gradient-Based Learning Updates Improve XCS Performance in Multistep Problems / Pier Luca Lanzi |
System Level Hardware-Software Design Exploration with XCS / Fabrizio Ferrandi ; Donatella Sciuto |
Parameter Adaptation within Co-adaptive Learning Classifier Systems / Chung-Yuan Huang ; Chuen-Tsai Sun |
High Classification Accuracy Does Not Imply Effective Genetic Search / Tim Kovacs ; Manfred Kerber |