| 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 |
図書
