| 2005 | New Ideas in Applying Scatter Search to Multiobjective Optimization. | Antonio J. Nebro, Francisco Luna, Enrique Alba |
| 2005 | Dynamic Archive Evolution Strategy for Multiobjective Optimization. | Yang Shu Min, Shao Dong Guo, Luo Yang Jie |
| 2005 | Multiobjective Water Pinch Analysis of the Cuernavaca City Water Distribution Network. | Carlos E. Mariano-Romero, Vctor Alcocer-Yamanaka, Eduardo F. Morales |
| 2005 | Photonic Device Design Using Multiobjective Evolutionary Algorithms. | Steven Manos, Leon Poladian, Peter J. Bentley, Maryanne Large |
| 2005 | A Multiobjective Evolutionary Algorithm for Deriving Final Ranking from a Fuzzy Outranking Relation. | Juan Carlos Leyva Lpez, Miguel Angel Aguilera-Contreras |
| 2005 | Multi-objective Optimization of Problems with Epistemic Uncertainty. | Philipp Limbourg |
| 2005 | Finding Pareto-Optimal Set by Merging Attractors for a Bi-objective Traveling Salesmen Problem. | Weiqi Li |
| 2005 | Multiobjective EA Approach for Improved Quality of Solutions for Spanning Tree Problem. | Rajeev Kumar, Pramod Kumar Singh, P. P. Chakrabarti |
| 2005 | Fuzzy-Pareto-Dominance and its Application in Evolutionary Multi-objective Optimization. | Mario Kppen, Raul Vicente-Garcia, Bertram Nickolay |
| 2005 | The Value of Online Adaptive Search: A Performance Comparison of NSGAII, epsilon-NSGAII and epsilonMOEA. | Joshua B. Kollat, Patrick M. Reed |
| 2005 | Multiobjective Optimization on a Budget of 250 Evaluations. | Joshua D. Knowles, Evan J. Hughes |
| 2005 | Solving the Aircraft Engine Maintenance Scheduling Problem Using a Multi-objective Evolutionary Algorithm. | Mark P. Kleeman, Gary B. Lamont |
| 2005 | Multi-objective Optimisation of Turbomachinery Blades Using Tabu Search. | Timoleon Kipouros, Daniel Jaeggi, Bill Dawes, Geoffrey T. Parks, Mark Savill |
| 2005 | Evolutionary Multi-objective Environmental/Economic Dispatch: Stochastic Versus Deterministic Approaches. | Robert T. F. Ah King, Harry C. S. Rughooputh, Kalyanmoy Deb |
| 2005 | Preliminary Investigation of the 'Learnable Evolution Model' for Faster/Better Multiobjective Water Systems Design. | Laetitia Jourdan, David Corne, Dragan A. Savic, Godfrey A. Walters |
| 2005 | Evolutionary Multi-objective Optimization for Simultaneous Generation of Signal-Type and Symbol-Type Representations. | Yaochu Jin, Bernhard Sendhoff, Edgar Krner |
| 2005 | Clonal Selection with Immune Dominance and Anergy Based Multiobjective Optimization. | Licheng Jiao, Maoguo Gong, Ronghua Shang, Haifeng Du, Bin Lu |
| 2005 | Extraction of Design Characteristics of Multiobjective Optimization - Its Application to Design of Artificial Satellite Heat Pipe. | Min Joong Jeong, Takashi Kobayashi, Shinobu Yoshimura |
| 2005 | A Multi-objective Tabu Search Algorithm for Constrained Optimisation Problems. | Daniel Jaeggi, Geoffrey T. Parks, Timoleon Kipouros, P. John Clarkson |
| 2005 | Recombination of Similar Parents in EMO Algorithms. | Hisao Ishibuchi, Kaname Narukawa |
| 2005 | Comparison Between Lamarckian and Baldwinian Repair on Multiobjective 0/1 Knapsack Problems. | Hisao Ishibuchi, Shiori Kaige, Kaname Narukawa |
| 2005 | Proposition of Selection Operation in a Genetic Algorithm for a Job Shop Rescheduling Problem. | Hitoshi Iima |
| 2005 | Developments on a Multi-objective Metaheuristic (MOMH) Algorithm for Finding Interesting Sets of Classification Rules. | Beatriz de la Iglesia, Alan P. Reynolds, Victor J. Rayward-Smith |
| 2005 | Multi-objective Model Selection for Support Vector Machines. | Christian Igel |
| 2005 | A Scalable Multi-objective Test Problem Toolkit. | Simon Huband, Luigi Barone, Lyndon While, Philip Hingston |