| 2004 | A Comparison of Adaptive Operator Scheduling Methods on the Traveling Salesman Problem. Wouter Boomsma |
| 2004 | A Hierarchical Social Metaheuristic for the Max-Cut Problem. Abraham Duarte, Felipe Fernández, Ángel Sánchez, Antonio S. Montemayor |
| 2004 | A Hybrid Evolutionary Algorithm for Solving the Register Allocation Problem. Betül Demiröz, Haluk Topcuoglu, Mahmut T. Kandemir |
| 2004 | A Study into Ant Colony Optimisation, Evolutionary Computation and Constraint Programming on Binary Constraint Satisfaction Problems. Jano I. van Hemert, Christine Solnon |
| 2004 | AntPacking - An Ant Colony Optimization Approach for the One-Dimensional Bin Packing Problem. Boris Brugger, Karl Doerner, Richard F. Hartl, Marc Reimann |
| 2004 | Binary Merge Model Representation of the Graph Colouring Problem. István Juhos, Attila Tóth, Jano I. van Hemert |
| 2004 | Clustering Nominal and Numerical Data: A New Distance Concept for a Hybrid Genetic Algorithm. Laetitia Vermeulen-Jourdan, Clarisse Dhaenens, El-Ghazali Talbi |
| 2004 | Dealing with Solution Diversity in an EA for Multiple Objective Decision Support - A Case Study. Álvaro Gomes, Carlos Henggeler Antunes, Antonio Gomes Martins |
| 2004 | Designing Reliable Communication Networks with a Genetic Algorithm Using a Repair Heuristic. Dirk Reichelt, Franz Rothlauf, Peter Gmilkowsky |
| 2004 | Evolutionary Computation in Combinatorial Optimization, 4th European Conference, EvoCOP 2004, Coimbra, Portugal, April 5-7, 2004, Proceedings Jens Gottlieb, Günther R. Raidl |
| 2004 | Hardness Prediction for the University Course Timetabling Problem. Philipp Kostuch, Krzysztof Socha |
| 2004 | Hybrid Estimation of Distribution Algorithm for Multiobjective Knapsack Problem. Hui Li, Qingfu Zhang, Edward P. K. Tsang, John A. Ford |
| 2004 | Improving Edge Recombination through Alternate Inheritance and Greedy Manner. Chuan-Kang Ting |
| 2004 | Improving Vehicle Routing Using a Customer Waiting Time Colony. Samer Sa'adah, Peter Ross, Ben Paechter |
| 2004 | Landscape Regularity and Random Walks for the Job-Shop Scheduling Problem. Christian Bierwirth, Dirk C. Mattfeld, Jean-Paul Watson |
| 2004 | Mutation Multiplicity in a Panmictic Two-Strategy Genetic Algorithm. Adnan Acan |
| 2004 | New Benchmark Instances for the QAP and the Experimental Analysis of Algorithms. Thomas Stützle, Susana Fernandes |
| 2004 | On Search Space Symmetry in Partitioning Problems. Benjamin Weinberg, El-Ghazali Talbi |
| 2004 | On the Structure of Sequential Search: Beyond "No Free Lunch". Thomas M. English |
| 2004 | On the Use of Path Relinking for the rho-Hub Median Problem. Melquíades Pérez Pérez, Francisco Almeida, J. Marcos Moreno-Vega |
| 2004 | Parallel Ant Systems for the Capacitated Vehicle Routing Problem. Karl Doerner, Richard F. Hartl, Guenter Kiechle, Mária Lucká, Marc Reimann |
| 2004 | Scatter Search and Memetic Approaches to the Error Correcting Code Problem. Carlos Cotta |
| 2004 | Solving a Real-World Glass Cutting Problem. Jakob Puchinger, Günther R. Raidl, Gabriele Koller |
| 2004 | Solving the Vehicle Routing Problem by Using Cellular Genetic Algorithms. Enrique Alba, Bernabé Dorronsoro |