| 2004 | A High Performance Multi-objective Evolutionary Algorithm Based on the Principles of Thermodynamics. Xiufen Zou, Minzhong Liu, Lishan Kang, Jun He |
| 2004 | A Hybrid GRASP - Evolutionary Algorithm Approach to Golomb Ruler Search. Carlos Cotta, Antonio J. Fernández |
| 2004 | A Mixed Bayesian Optimization Algorithm with Variance Adaptation. Jiri Ocenasek, Stefan Kern, Nikolaus Hansen, Petros Koumoutsakos |
| 2004 | A Neuroevolutionary Approach to Emergent Task Decomposition. Jekanthan Thangavelautham, Gabriele M. T. D'Eleuterio |
| 2004 | A Novel Ant Algorithm for Solving the Minimum Broadcast Time Problem. Yehudit Hasson, Moshe Sipper |
| 2004 | A Novel Method of Searching the Microarray Data for the Best Gene Subsets by Using a Genetic Algorithm. Bin Ni, Juan Liu |
| 2004 | A Novel Programmable Molecular Computing Method Based on Signaling Pathways Regulated by Rho-GTPases in Living MDCK Epithelial Mammalian Cells. Jian-Qin Liu, Katsunori Shimohara |
| 2004 | A Powerful New Encoding for Tree-Based Combinatorial Optimisation Problems. Sang-Moon Soak, David Corne, Byung-Ha Ahn |
| 2004 | A Primer on the Evolution of Equivalence Classes of Bayesian-Network Structures. Jorge Muruzábal, Carlos Cotta |
| 2004 | A Reduced Markov Model of GAs Without the Exact Transition Matrix. Cheah C. J. Moey, Jonathan E. Rowe |
| 2004 | A Scatter Search Algorithm for the 3D Image Registration Problem. Oscar Cordón, Sergio Damas, José Santamaría |
| 2004 | A Self-adaptive Neural Learning Classifier System with Constructivism for Mobile Robot Control. Jacob Hurst, Larry Bull |
| 2004 | A Simple Payoff-Based Learning Classifier System. Larry Bull |
| 2004 | A Simple Two-Module Problem to Exemplify Building-Block Assembly Under Crossover. Richard A. Watson |
| 2004 | A Swarm Intelligence Based VLSI Multiplication-and-Add Scheme. Danilo Pani, Luigi Raffo |
| 2004 | A Visual Demonstration of Convergence Properties of Cooperative Coevolution. Liviu Panait, R. Paul Wiegand, Sean Luke |
| 2004 | Adaptive Weighted Particle Swarm Optimisation for Multi-objective Optimal Design of Alloy Steels. Mahdi Mahfouf, Min-You Chen, Derek A. Linkens |
| 2004 | AgentP Model: Learning Classifier System with Associative Perception. Zhanna V. Zatuchna |
| 2004 | An Analysis of the Effectiveness of Multi-parent Crossover. Chuan-Kang Ting |
| 2004 | An Approach to Evolutionary Robotics Using a Genetic Algorithm with a Variable Mutation Rate Strategy. Yoshiaki Katada, Kazuhiro Ohkura, Kanji Ueda |
| 2004 | An Artificial Immune System for Fuzzy-Rule Induction in Data Mining. Roberto Teixeira Alves, Myriam Regattieri Delgado, Heitor S. Lopes, Alex Alves Freitas |
| 2004 | An Evolutionary Algorithm for Column Generation in Integer Programming: An Effective Approach for 2D Bin Packing. Jakob Puchinger, Günther R. Raidl |
| 2004 | An Evolutionary Algorithm for the Maximum Weight Trace Formulation of the Multiple Sequence Alignment Problem. Gabriele Koller, Günther R. Raidl |
| 2004 | An Evolutionary Approach to Modeling Radial Brightness Distributions in Elliptical Galaxies. Jin Li, Xin Yao, Colin Frayn, Habib G. Khosroshahi, Somak Raychaudhury |
| 2004 | An Extension of Generalized Differential Evolution for Multi-objective Optimization with Constraints. Saku Kukkonen, Jouni Lampinen |
| 2004 | An Improved Evaluation Function for the Bandwidth Minimization Problem. Eduardo Rodriguez-Tello, Jin-Kao Hao, Jose Torres-Jimenez |
| 2004 | An Inexpensive Cognitive Approach for Bi-objective Optimization Using Bliss Points and Interaction. Hussein A. Abbass |
| 2004 | Analyzing Sensor States and Internal States in the Tartarus Problem with Tree State Machines. DaeEun Kim |
| 2004 | AntHocNet: An Ant-Based Hybrid Routing Algorithm for Mobile Ad Hoc Networks. Gianni Di Caro, Frederick Ducatelle, Luca Maria Gambardella |
| 2004 | Applications Metaheuristics for the Vehicle Routing Problem with Stochastic Demands. Leonora Bianchi, Mauro Birattari, Marco Chiarandini, Max Manfrin, Monaldo Mastrolilli, Luís Paquete, Olivia Rossi-Doria, Tommaso Schiavinotto |
| 2004 | Behavior of Evolutionary Algorithms in Chaotically Changing Fitness Landscapes. Hendrik Richter |
| 2004 | Bridging the Gap Between Theory and Practice. Thomas Jansen, R. Paul Wiegand |
| 2004 | Comparison of Steady-State and Generational Evolution Strategies for Parallel Architectures. Razvan Enache, Bernhard Sendhoff, Markus Olhofer, Martina Hasenjäger |
| 2004 | Conference Paper Assignment Using a Combined Greedy/Evolutionary Algorithm. Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso |
| 2004 | Constrained Evolutionary Optimization by Approximate Ranking and Surrogate Models. Thomas Philip Runarsson |
| 2004 | Control of Bloat in Genetic Programming by Means of the Island Model. Francisco Fernández de Vega, Germán Galeano Gil, Juan Antonio Gómez Pulido, Jose Luis Guisado |
| 2004 | Cooperative Coevolution of Image Feature Construction and Object Detection. Mark E. Roberts, Ela Claridge |
| 2004 | Coupling of Evolution and Learning to Optimize a Hierarchical Object Recognition Model. Georg Schneider, Heiko Wersing, Bernhard Sendhoff, Edgar Körner |
| 2004 | Credit Assignment Among Neurons in Co-evolving Populations. Vineet R. Khare, Xin Yao, Bernhard Sendhoff |
| 2004 | Design of an Efficient Search Algorithm for P2P Networks Using Concepts from Natural Immune Systems. Niloy Ganguly, Geoffrey Canright, Andreas Deutsch |
| 2004 | Designing Multiple-Use Primer Set for Multiplex PCR by Using Compact GAs. Yu-Cheng Huang, Han-Yu Chuang, Huai-Kuang Tsai, Chun-Fan Chang, Cheng-Yan Kao |
| 2004 | Detecting and Pruning Introns for Faster Decision Tree Evolution. Jeroen Eggermont, Joost N. Kok, Walter A. Kosters |
| 2004 | Distribution Tree-Building Real-Valued Evolutionary Algorithm. Petr Posik |
| 2004 | Dominance Based Crossover Operator for Evolutionary Multi-objective Algorithms. Olga Rudenko, Marc Schoenauer |
| 2004 | Dynamic Routing Problems with Fruitful Regions: Models and Evolutionary Computation. Jano I. van Hemert, Johannes A. La Poutré |
| 2004 | Empirical Investigations on Parallelized Linkage Identification. Masaharu Munetomo, Naoya Murao, Kiyoshi Akama |
| 2004 | Ensemble Learning with Evolutionary Computation: Application to Feature Ranking. Kees Jong, Elena Marchiori, Michèle Sebag |
| 2004 | Estimating the Number of Solutions for SAT Problems. Colin R. Reeves, Mériéma Aupetit-Bélaidouni |
| 2004 | Evaluating the CMA Evolution Strategy on Multimodal Test Functions. Nikolaus Hansen, Stefan Kern |
| 2004 | Evaluation of Adaptive Nature Inspired Task Allocation Against Alternate Decentralised Multiagent Strategies. Richard Price, Peter Tiño |
| 2004 | Evolution of Small-World Networks of Automata for Computation. Marco Tomassini, Mario Giacobini, Christian Darabos |
| 2004 | Evolution of Voronoi-Based Fuzzy Controllers. Carlos Kavka, Marc Schoenauer |
| 2004 | Evolutionary Algorithms with On-the-Fly Population Size Adjustment. A. E. Eiben, Elena Marchiori, V. A. Valkó |
| 2004 | Evolutionary Bi-objective Controlled Elevator Group Regulates Passenger Service Level and Minimises Energy Consumption. Tapio Tyni, Jari Ylinen |
| 2004 | Evolutionary Continuous Optimization by Distribution Estimation with Variational Bayesian Independent Component Analyzers Mixture Model. Dong-Yeon Cho, Byoung-Tak Zhang |
| 2004 | Evolutionary Multi-agent Systems. Pieter Jan't Hoen, Edwin D. de Jong |
| 2004 | Evolutionary Multiobjective Clustering. Julia Handl, Joshua D. Knowles |
| 2004 | Evolutionary Multiobjective Knowledge Extraction for High-Dimensional Pattern Classification Problems. Hisao Ishibuchi, Satoshi Namba |
| 2004 | Evolving Dynamics in an Artificial Regulatory Network Model. P. Dwight Kuo, André Leier, Wolfgang Banzhaf |
| 2004 | Evolving Genetic Regulatory Networks for Hardware Fault Tolerance. Arne Koopman, Daniel Roggen |
| 2004 | Evolving the "Feeling" of Time Through Sensory-Motor Coordination: A Robot Based Model. Elio Tuci, Vito Trianni, Marco Dorigo |
| 2004 | Expected Rates of Building Block Discovery, Retention and Combination Under 1-Point and Uniform Crossover. Cameron Skinner, Patricia J. Riddle |
| 2004 | Expected Runtimes of a Simple Evolutionary Algorithm for the Multi-objective Minimum Spanning Tree Problem. Frank Neumann |
| 2004 | Experimental Supplements to the Theoretical Analysis of EAs on Problems from Combinatorial Optimization. Patrick Briest, Dimo Brockhoff, Bastian Degener, Matthias Englert, Christian Gunia, Oliver Heering, Thomas Jansen, Michael Leifhelm, Kai Plociennik, Heiko Röglin, Andrea Schweer, Dirk Sudholt, Stefan Tannenbaum, Ingo Wegener |
| 2004 | Exploring the Evolutionary Details of a Feasible-Infeasible Two-Population GA. Steven Orla Kimbrough, Ming Lu, David Harlan Wood |
| 2004 | Fast Unsupervised Clustering with Artificial Ants. Nicolas Labroche, Christiane Guinot, Gilles Venturini |
| 2004 | Finding Knees in Multi-objective Optimization. Jürgen Branke, Kalyanmoy Deb, Henning Dierolf, Matthias Osswald |
| 2004 | Fitness Distributions and GA Hardness. Yossi Borenstein, Riccardo Poli |
| 2004 | Forecasting Time Series by Means of Evolutionary Algorithms. Cristóbal Luque del Arco-Calderón, Pedro Isasi Viñuela, Julio César Hernández Castro |
| 2004 | Group Transport of an Object to a Target That Only Some Group Members May Sense. Roderich Groß, Marco Dorigo |
| 2004 | Hawks, Doves and Lifetime Reproductive Success. Philip Hingston, Luigi Barone |
| 2004 | Hierarchical Genetic Algorithms. Edwin D. de Jong, Dirk Thierens, Richard A. Watson |
| 2004 | Improving Evolutionary Algorithms with Multi-representation Island Models. Zbigniew Skolicki, Kenneth A. De Jong |
| 2004 | Indicator-Based Selection in Multiobjective Search. Eckart Zitzler, Simon Künzli |
| 2004 | Intransitivity in Coevolution. Edwin D. de Jong |
| 2004 | Knowledge Extraction and Problem Structure Identification in XCS. Martin V. Butz, Pier Luca Lanzi, Xavier Llorà, David E. Goldberg |
| 2004 | LS-CMA-ES: A Second-Order Algorithm for Covariance Matrix Adaptation. Anne Auger, Marc Schoenauer, Nicolas Vanhaecke |
| 2004 | Learning Probabilistic Tree Grammars for Genetic Programming. Peter A. N. Bosman, Edwin D. de Jong |
| 2004 | Lookahead and Latent Learning in a Simple Accuracy-Based Classifier System. Larry Bull |
| 2004 | Migration of Probability Models Instead of Individuals: An Alternative When Applying the Island Model to EDAs. Luis de la Ossa, José A. Gámez, José Miguel Puerta |
| 2004 | Multi-cellular Development: Is There Scalability and Robustness to Gain? Daniel Roggen, Diego Federici |
| 2004 | Multi-objective Optimisation by Co-operative Co-evolution. Kuntinee Maneeratana, Kittipong Boonlong, Nachol Chaiyaratana |
| 2004 | Multi-objective Optimization of a Composite Material Spring Design Using an Evolutionary Algorithm. Frédéric Ratle, Benoît Lecarpentier, Richard Labib, François Trochu |
| 2004 | Multi-objective Parallel Tabu Search. Daniel Jaeggi, Chris Asselin-Miller, Geoffrey T. Parks, Timoleon Kipouros, Theo Bell, P. John Clarkson |
| 2004 | Natural Policy Gradient Reinforcement Learning for a CPG Control of a Biped Robot. Yutaka Nakamura, Takeshi Mori, Shin Ishii |
| 2004 | On Test Functions for Evolutionary Multi-objective Optimization. Tatsuya Okabe, Yaochu Jin, Markus Olhofer, Bernhard Sendhoff |
| 2004 | On the Importance of Information Speed in Structured Populations. Mike Preuss, Christian Lasarczyk |
| 2004 | On the Quality Gain of (1, lambda)-ES Under Fitness Noise. Hans-Georg Beyer, Silja Meyer-Nieberg |
| 2004 | On the Use of a Non-redundant Encoding for Learning Bayesian Networks from Data with a GA. Steven van Dijk, Dirk Thierens |
| 2004 | Oneiric Processing Utilising the Anticipatory Classifier System. Julian C. Holley, Anthony G. Pipe, Brian Carse |
| 2004 | Optimising Cancer Chemotherapy Using Particle Swarm Optimisation and Genetic Algorithms. Andrei Petrovski, Bhavani Sudha, John A. W. McCall |
| 2004 | Optimising the Performance of a Formula One Car Using a Genetic Algorithm. Krzysztof Wloch, Peter J. Bentley |
| 2004 | Optimization via Parameter Mapping with Genetic Programming. João Carlos Figueira Pujol, Riccardo Poli |
| 2004 | Parallel Problem Solving from Nature - PPSN VIII, 8th International Conference, Birmingham, UK, September 18-22, 2004, Proceedings Xin Yao, Edmund K. Burke, José Antonio Lozano, Jim Smith, Juan Julián Merelo Guervós, John A. Bullinaria, Jonathan E. Rowe, Peter Tiño, Ata Kabán, Hans-Paul Schwefel |
| 2004 | Partially Evaluated Genetic Algorithm Based on Fuzzy c-Means Algorithm. Si-Ho Yoo, Sung-Bae Cho |
| 2004 | Phase Transition Properties of Clustered Travelling Salesman Problem Instances Generated with Evolutionary Computation. Jano I. van Hemert, Neil Urquhart |
| 2004 | Recognizing Speed Limit Sign Numbers by Evolvable Hardware. Jim Tørresen, Jorgen W. Bakke, Lukás Sekanina |
| 2004 | Robotics and Multi-agent Systems Robustness in the Long Run: Auto-teaching vs Anticipation in Evolutionary Robotics. Nicolas Godzik, Marc Schoenauer, Michèle Sebag |
| 2004 | Robust Inferential Sensors Based on Ensemble of Predictors Generated by Genetic Programming. Elsa M. Jordaan, Arthur K. Kordon, Leo H. Chiang, Guido Smits |
| 2004 | Robust Parallel Genetic Algorithms with Re-initialisation. Ivan Sekaj |
| 2004 | SPEA2+: Improving the Performance of the Strength Pareto Evolutionary Algorithm 2. Mifa Kim, Tomoyuki Hiroyasu, Mitsunori Miki, Shinya Watanabe |
| 2004 | Saving Resources with Plagues in Genetic Algorithms. Francisco Fernández de Vega, Erick Cantú-Paz, J. I. López, T. Manzano |
| 2004 | Search Space Features Underlying the Performance of Stochastic Local Search Algorithms for MAX-SAT. Holger H. Hoos, Kevin Smyth, Thomas Stützle |
| 2004 | Searching Transcriptional Modules Using Evolutionary Algorithms. Je-Gun Joung, Sok June Oh, Byoung-Tak Zhang |
| 2004 | Self-organizing Neural Grove: Efficient Multiple Classifier System Using Pruned Self-generating Neural Trees. Hirotaka Inoue, Hiroyuki Narihisa |
| 2004 | Sequential Process Optimisation Using Genetic Algorithms. Victor Oduguwa, Ashutosh Tiwari, Rajkumar Roy |
| 2004 | Sequential Sampling in Noisy Environments. Jürgen Branke, Christian Schmidt |
| 2004 | Spatial Embedding and Loss of Gradient in Cooperative Coevolutionary Algorithms. R. Paul Wiegand, Jayshree Sarma |
| 2004 | Speeding-Up Pittsburgh Learning Classifier Systems: Modeling Time and Accuracy. Jaume Bacardit, David E. Goldberg, Martin V. Butz, Xavier Llorà, Josep Maria Garrell i Guiu |
| 2004 | Spread of Vector Borne Diseases in a Population with Spatial Structure. Dominique F. Chu, Jonathan E. Rowe |
| 2004 | Statistical Racing Techniques for Improved Empirical Evaluation of Evolutionary Algorithms. Bo Yuan, Marcus Gallagher |
| 2004 | The Application of Bayesian Optimization and Classifier Systems in Nurse Scheduling. Jingpeng Li, Uwe Aickelin |
| 2004 | The EAX Algorithm Considering Diversity Loss. Yuichi Nagata |
| 2004 | The Infection Algorithm: An Artificial Epidemic Approach for Dense Stereo Matching. Gustavo Olague, Francisco Fernández de Vega, Cynthia B. Pérez, Evelyne Lutton |
| 2004 | The Ising Model: Simple Evolutionary Algorithms as Adaptation Schemes. Patrick Briest, Dimo Brockhoff, Bastian Degener, Matthias Englert, Christian Gunia, Oliver Heering, Thomas Jansen, Michael Leifhelm, Kai Plociennik, Heiko Röglin, Andrea Schweer, Dirk Sudholt, Stefan Tannenbaum, Ingo Wegener |
| 2004 | Topology-Oriented Design of Analog Circuits Based on Evolutionary Graph Generation. Masanori Natsui, Naofumi Homma, Takafumi Aoki, Tatsuo Higuchi |
| 2004 | Translating the Dances of Honeybees into Resource Location. DaeEun Kim |
| 2004 | Using Genetic Programming for Feature Creation with a Genetic Algorithm Feature Selector. Matthew Goble Smith, Larry Bull |
| 2004 | Web Page Classification with an Ant Colony Algorithm. Nicholas Holden, Alex Alves Freitas |