| 2006 | A Distance-Based Information Preservation Tree Crossover for the Maximum Parsimony Problem. Adrien Goëffon, Jean-Michel Richer, Jin-Kao Hao |
| 2006 | A Fast and Effective Method for Pruning of Non-dominated Solutions in Many-Objective Problems. Saku Kukkonen, Kalyanmoy Deb |
| 2006 | A Generalized Graph-Based Method for Engineering Swarm Solutions to Multiagent Problems. R. Paul Wiegand, Mitchell A. Potter, Donald Sofge, William M. Spears |
| 2006 | A Local Genetic Algorithm for Binary-Coded Problems. Carlos García-Martínez, Manuel Lozano, Daniel Molina |
| 2006 | A Memetic Approach to Golomb Rulers. Carlos Cotta, Iván Dotú, Antonio J. Fernández, Pascal Van Hentenryck |
| 2006 | A Multi-level Memetic/Exact Hybrid Algorithm for the Still Life Problem. José E. Gallardo, Carlos Cotta, Antonio J. Fernández |
| 2006 | A Multiobjective Differential Evolution Based on Decomposition for Multiobjective Optimization with Variable Linkages. Hui Li, Qingfu Zhang |
| 2006 | A New Neural Network Based Construction Heuristic for the Examination Timetabling Problem. Patrick H. Corr, Barry McCollum, Mark Andrew James McGreevy, P. J. P. McMullan |
| 2006 | A New Proposal for Multiobjecive Optimization Using Particle Swarm Optimization and Rough Sets Theory. Luis V. Santana-Quintero, Noel Ramírez-Santiago, Carlos A. Coello Coello, Julián Molina Luque, Alfredo García Hernández-Díaz |
| 2006 | A New Swarm Intelligence Coordination Model Inspired by Collective Prey Retrieval and Its Application to Image Alignment. Giovanni Da San Martino, Franco Alberto Cardillo, Antonina Starita |
| 2006 | A Novel Negative Selection Algorithm with an Array of Partial Matching Lengths for Each Detector. Wenjian Luo, Xin Wang, Ying Tan, Xufa Wang |
| 2006 | A Particle Swarm Optimizer for Constrained Numerical Optimization. Leticia C. Cagnina, Susana C. Esquivel, Carlos A. Coello Coello |
| 2006 | A Selecto-recombinative Genetic Algorithm with Continuous Chromosome Reconfiguration. Jirí Kubalík, Petr Posík, Jan Herold |
| 2006 | A Tabu Search Evolutionary Algorithm for Solving Constraint Satisfaction Problems. Bart G. W. Craenen, Ben Paechter |
| 2006 | A Two-Level Clustering Method Using Linear Linkage Encoding. Emin Erkan Korkmaz |
| 2006 | About Selecting the Personal Best in Multi-Objective Particle Swarm Optimization. Jürgen Branke, Sanaz Mostaghim |
| 2006 | An Evolutionary Approach to Shimming Undulator Magnets for Synchrotron Radiation Sources. Olga Rudenko, Oleg Chubar |
| 2006 | An Evolutionary Approach to the Inference of Phylogenetic Networks. Juan Diego Trujillo, Carlos Cotta |
| 2006 | An Evolutive Approach for the Delineation of Local Labour Markets. Francisco Flórez-Revuelta, José Manuel Casado-Díaz, Lucas Martínez-Bernabeu |
| 2006 | An Investigation of Representations and Operators for Evolutionary Data Clustering with a Variable Number of Clusters. Julia Handl, Joshua D. Knowles |
| 2006 | Are All Objectives Necessary? On Dimensionality Reduction in Evolutionary Multiobjective Optimization. Dimo Brockhoff, Eckart Zitzler |
| 2006 | Arms Races and Car Races. Julian Togelius, Simon M. Lucas |
| 2006 | Assortative Mating Drastically Alters the Magnitude of Error Thresholds. Gabriela Ochoa, Klaus Jaffe |
| 2006 | Automatic Test Pattern Generation with BOA. Tiziana Gravagnoli, Fabrizio Ferrandi, Pier Luca Lanzi, Donatella Sciuto |
| 2006 | BeeHiveAIS: A Simple, Efficient, Scalable and Secure Routing Framework Inspired by Artificial Immune Systems. Horst F. Wedde, Constantin Timm, Muddassar Farooq |
| 2006 | Building of 3D Environment Models for Mobile Robotics Using Self-organization. Jan Koutník, Roman Mázl, Miroslav Kulich |
| 2006 | Comparing the Niches of CMA-ES, CHC and Pattern Search Using Diverse Benchmarks. L. Darrell Whitley, Monte Lunacek, Artem Sokolov |
| 2006 | Compressed-Objective Genetic Algorithm. Kuntinee Maneeratana, Kittipong Boonlong, Nachol Chaiyaratana |
| 2006 | Computationally Intelligent Online Dynamic Vehicle Routing by Explicit Load Prediction in an Evolutionary Algorithm. Peter A. N. Bosman, Han La Poutré |
| 2006 | Critical Temperatures for Intermittent Search in Self-Organizing Neural Networks. Peter Tiño |
| 2006 | Cumulative Step Length Adaptation on Ridge Functions. Dirk V. Arnold |
| 2006 | Digital Images Enhancement with Use of Evolving Neural Networks. Yuri Tsoy, Vladimir Spitsyn |
| 2006 | Direct Manipulation of Free Form Deformation in Evolutionary Design Optimisation. Stefan Menzel, Markus Olhofer, Bernhard Sendhoff |
| 2006 | Diversity Loss in General Estimation of Distribution Algorithms. Jonathan L. Shapiro |
| 2006 | Effects of Using Two Neighborhood Structures in Cellular Genetic Algorithms for Function Optimization. Hisao Ishibuchi, Tsutomu Doi, Yusuke Nojima |
| 2006 | Environments Conducive to Evolution of Modularity. Vineet R. Khare, Bernhard Sendhoff, Xin Yao |
| 2006 | Evolutionary Behavior Acquisition for Humanoid Robots. Deniz Aydemir, Hitoshi Iba |
| 2006 | Evolutionary Local Search for Designing Peer-to-Peer Overlay Topologies Based on Minimum Routing Cost Spanning Trees. Peter Merz, Steffen Wolf |
| 2006 | Evolutionary Optimization in Spatio-temporal Fitness Landscapes. Hendrik Richter |
| 2006 | Evolving Bin Packing Heuristics with Genetic Programming. Edmund K. Burke, Matthew R. Hyde, Graham Kendall |
| 2006 | Evolving Binary Decision Diagrams with Emergent Variable Orderings. Richard Mark Downing |
| 2006 | Evolving Novel and Effective Treatment Plans in the Context of Infection Dynamics Models: Illustrated with HIV and HAART Therapy. Rebecca Haines, David W. Corne |
| 2006 | Exploiting Expert Knowledge in Genetic Programming for Genome-Wide Genetic Analysis. Jason H. Moore, Bill C. White |
| 2006 | Exploration and Exploitation Bias of Crossover and Path Relinking for Permutation Problems. Dirk Thierens |
| 2006 | Exploring the Effect of Proximity and Kinship on Mutual Cooperation in the Iterated Prisoner's Dilemma. Colin Frayn, Andy Pryke, Siang Yew Chong |
| 2006 | Finding State-of-the-Art Non-cryptographic Hashes with Genetic Programming. César Estébanez, Julio César Hernández Castro, Arturo Ribagorda, Pedro Isasi Viñuela |
| 2006 | Functional Brain Imaging with Multi-objective Multi-modal Evolutionary Optimization. Vojtech Krmicek, Michèle Sebag |
| 2006 | General Lower Bounds for Evolutionary Algorithms. Olivier Teytaud, Sylvain Gelly |
| 2006 | Genetic Algorithm Based on Independent Component Analysis for Global Optimization. Gang Li, Kin-Hong Lee, Kwong-Sak Leung |
| 2006 | Genetic Algorithm for Burst Detection and Activity Tracking in Event Streams. Lourdes Araujo, José A. Cuesta, Juan Julián Merelo Guervós |
| 2006 | Genetic Programming for Kernel-Based Learning with Co-evolving Subsets Selection. Christian Gagné, Marc Schoenauer, Michèle Sebag, Marco Tomassini |
| 2006 | Geometric Crossover for Sets, Multisets and Partitions. Alberto Moraglio, Riccardo Poli |
| 2006 | Hierarchical BOA, Cluster Exact Approximation, and Ising Spin Glasses. Martin Pelikan, Alexander K. Hartmann, Kumara Sastry |
| 2006 | Hill Climbers and Mutational Heuristics in Hyperheuristics. Ender Özcan, Burak Bilgin, Emin Erkan Korkmaz |
| 2006 | How Comma Selection Helps with the Escape from Local Optima. Jens Jägersküpper, Tobias Storch |
| 2006 | Improved Squeaky Wheel Optimisation for Driver Scheduling. Uwe Aickelin, Edmund K. Burke, Jingpeng Li |
| 2006 | Incorporation of Scalarizing Fitness Functions into Evolutionary Multiobjective Optimization Algorithms. Hisao Ishibuchi, Tsutomu Doi, Yusuke Nojima |
| 2006 | Information Perspective of Optimization. Yossi Borenstein, Riccardo Poli |
| 2006 | Investigating the Emergence of Multicellularity Using a Population of Neural Network Agents. Ehud Schlessinger, Peter J. Bentley, R. Beau Lotto |
| 2006 | Is Self-adaptation of Selection Pressure and Population Size Possible? - A Case Study. A. E. Eiben, Martijn C. Schut, A. R. de Wilde |
| 2006 | January: A Parallel Algorithm for Bug Hunting Based on Insect Behavior. Peter Lamborn, Michael D. Jones |
| 2006 | Lamar: A New Pseudorandom Number Generator Evolved by Means of Genetic Programming. Carlos Lamenca-Martinez, Julio César Hernández Castro, Juan M. Estévez-Tapiador, Arturo Ribagorda |
| 2006 | Life History Evolution of Virtual Plants: Trading Off Between Growth and Reproduction. Stefan Bornhofen, Claude Lattaud |
| 2006 | Local Meta-models for Optimization Using Evolution Strategies. Stefan Kern, Nikolaus Hansen, Petros Koumoutsakos |
| 2006 | Mixed-Integer NK Landscapes. Rui Li, Michael T. M. Emmerich, Jeroen Eggermont, Ernst G. P. Bovenkamp, Thomas Bäck, Jouke Dijkstra, Johan H. C. Reiber |
| 2006 | Model Complexity vs. Performance in the Bayesian Optimization Algorithm. Elon Santos Correa, Jonathan L. Shapiro |
| 2006 | Modelling Group-Foraging Behaviour with Particle Swarms. Cecilia Di Chio, Riccardo Poli, Paolo Di Chio |
| 2006 | Modelling the Population Distribution in Multi-objective Optimization by Generative Topographic Mapping. Aimin Zhou, Qingfu Zhang, Yaochu Jin, Bernhard Sendhoff, Edward P. K. Tsang |
| 2006 | Module Identification from Heterogeneous Biological Data Using Multiobjective Evolutionary Algorithms. Michael Calonder, Stefan Bleuler, Eckart Zitzler |
| 2006 | Multi-Objective Equivalent Random Search. Evan J. Hughes |
| 2006 | Multi-level Ranking for Constrained Multi-objective Evolutionary Optimisation. Philip Hingston, Luigi Barone, Simon Huband, Lyndon While |
| 2006 | Multiobjective Genetic Programming for Natural Language Parsing and Tagging. Lourdes Araujo |
| 2006 | Multiobjective Optimization of Ensembles of Multilayer Perceptrons for Pattern Classification. Pedro Ángel Castillo Valdivieso, Maribel García Arenas, Juan Julián Merelo Guervós, Víctor Manuel Rivas Santos, Gustavo Romero |
| 2006 | Nature-Inspired Algorithms for the Optimization of Optical Reference Signals. Sancho Salcedo-Sanz, José Sáez Landete, Manuel Rosa-Zurera |
| 2006 | Neuroevolution with Analog Genetic Encoding. Peter Dürr, Claudio Mattiussi, Dario Floreano |
| 2006 | New EAX Crossover for Large TSP Instances. Yuichi Nagata |
| 2006 | New Order-Based Crossovers for the Graph Coloring Problem. Christine L. Mumford |
| 2006 | Niche Radius Adaptation in the CMA-ES Niching Algorithm. Ofer M. Shir, Thomas Bäck |
| 2006 | Novel Approach to Develop Rheological Structure-Property Relationships Using Genetic Programming. Elsa M. Jordaan, Jaap den Doelder, Guido Smits |
| 2006 | Offspring Generation Method Using Delaunay Triangulation for Real-Coded Genetic Algorithms. Hisashi Shimosaka, Tomoyuki Hiroyasu, Mitsunori Miki |
| 2006 | On the Ultimate Convergence Rates for Isotropic Algorithms and the Best Choices Among Various Forms of Isotropy. Olivier Teytaud, Sylvain Gelly, Jérémie Mary |
| 2006 | Optimisation of CDMA-Based Mobile Telephone Networks: Algorithmic Studies on Real-World Networks. Paul Weal, David W. Corne, Chris Murphy |
| 2006 | Optimum Design of Surface Acoustic Wave Filters Based on the Taguchi's Quality Engineering with a Memetic Algorithm. Kiyoharu Tagawa, Mikiyasu Matsuoka |
| 2006 | Ordinal Regression in Evolutionary Computation. Thomas Philip Runarsson |
| 2006 | Parallel Problem Solving from Nature - PPSN IX, 9th International Conference, Reykjavik, Iceland, September 9-13, 2006, Procedings Thomas Philip Runarsson, Hans-Georg Beyer, Edmund K. Burke, Juan Julián Merelo Guervós, L. Darrell Whitley, Xin Yao |
| 2006 | Pareto Set and EMOA Behavior for Simple Multimodal Multiobjective Functions. Mike Preuss, Boris Naujoks, Günter Rudolph |
| 2006 | Performance of Evolutionary Algorithms on Random Decomposable Problems. Martin Pelikan, Kumara Sastry, Martin V. Butz, David E. Goldberg |
| 2006 | Probabilistic Adaptive Mapping Developmental Genetic Programming (PAM DGP): A New Developmental Approach. Garnett Carl Wilson, Malcolm I. Heywood |
| 2006 | Product Geometric Crossover. Alberto Moraglio, Riccardo Poli |
| 2006 | Robust Simulation of Lamprey Tracking. Matthew Beauregard, Paul J. Kennedy |
| 2006 | Searching for Balance: Understanding Self-adaptation on Ridge Functions. Monte Lunacek, L. Darrell Whitley |
| 2006 | Self-adaptation on the Ridge Function Class: First Results for the Sharp Ridge. Hans-Georg Beyer, Silja Meyer-Nieberg |
| 2006 | Self-regulated Population Size in Evolutionary Algorithms. Carlos M. Fernandes, Agostinho C. Rosa |
| 2006 | Solving Hard Multiobjective Optimization Problems Using Ricardo Landa Becerra, Carlos A. Coello Coello |
| 2006 | Solving Multi-objective Optimisation Problems Using the Potential Pareto Regions Evolutionary Algorithm. Nasreddine Hallam, Graham Kendall, Peter Blanchfield |
| 2006 | Solving SAT and HPP with Accepting Splicing Systems. Remco Loos, Carlos Martín-Vide, Victor Mitrana |
| 2006 | Some Notes on (Mem)Brane Computation. Nadia Busi, Miguel Angel Gutiérrez-Naranjo |
| 2006 | Some Steps Towards Understanding How Neutrality Affects Evolutionary Search. Edgar Galván López, Riccardo Poli |
| 2006 | Speeding Up Evolutionary Algorithms Through Restricted Mutation Operators. Benjamin Doerr, Nils Hebbinghaus, Frank Neumann |
| 2006 | Starting from Scratch: Growing Longest Common Subsequences with Evolution. Bryant A. Julstrom, Brenda Hinkemeyer |
| 2006 | Substructural Neighborhoods for Local Search in the Bayesian Optimization Algorithm. Cláudio F. Lima, Martin Pelikan, Kumara Sastry, Martin V. Butz, David E. Goldberg, Fernando G. Lobo |
| 2006 | The Importance of Neutral Mutations in GP. Edgar Galván López, Katya Rodríguez-Vázquez |
| 2006 | Theory and Practice of Cellular UMDA for Discrete Optimization. Enrique Alba, Julio Madera, Bernabé Dorronsoro Díaz, Carlos Alberto Ochoa Ortíz Zezzatti, Marta Soto |
| 2006 | Towards an Adaptive Multimeme Algorithm for Parameter Optimisation Suiting the Engineers' Needs. Wilfried Jakob |
| 2006 | Transmission Loss Reduction Based on FACTS and Bacteria Foraging Algorithm. M. Tripathy, Sukumar Mishra, Loi Lei Lai, Q. P. Zhang |
| 2006 | When Do Heavy-Tail Distributions Help? Nikolaus Hansen, Fabian Gemperle, Anne Auger, Petros Koumoutsakos |