| 2012 | Compressed Network Complexity Search. | Faustino J. Gomez, Jan Koutnk, Jrgen Schmidhuber |
| 2012 | Convergence of the IGO-Flow of Isotropic Gaussian Distributions on Convex Quadratic Problems. | Tobias Glasmachers |
| 2012 | Enhancing Profitability through Interpretability in Algorithmic Trading with a Multiobjective Evolutionary Fuzzy System. | Adam Ghandar, Zbigniew Michalewicz, Ralf Zurbruegg |
| 2012 | An Improved Multiobjectivization Strategy for HP Model-Based Protein Structure Prediction. | Mario Garza-Fabre, Eduardo Rodriguez-Tello, Gregorio Toscano Pulido |
| 2012 | Beware the Parameters: Estimation of Distribution Algorithms Applied to Circles in a Square Packing. | Marcus Gallagher |
| 2012 | A Memetic Algorithm for Community Detection in Complex Networks. | Olivier Gach, Jin-Kao Hao |
| 2012 | Automatic Evaluation Methods in Evolutionary Music: An Example with Bossa Melodies. | A. R. R. Freitas, Frederico G. Guimares, Raonne Barbosa Barbosa |
| 2012 | Controlling the Parameters of the Particle Swarm Optimization with a Self-Organized Criticality Model. | Carlos M. Fernandes, Juan Julin Merelo Guervs, Agostinho C. Rosa |
| 2012 | Evolutionary 3D-Shape Segmentation Using Satellite Seeds. | Kai Engel, Heinrich Mller |
| 2012 | An Improved Choice Function Heuristic Selection for Cross Domain Heuristic Search. | John H. Drake, Ender zcan, Edmund K. Burke |
| 2012 | Temporal Evolution of Design Principles in Engineering Systems: Analogies with Human Evolution. | Kalyanmoy Deb, Sunith Bandaru, Cem Celal Tutum |
| 2012 | Optimizing Cellular Automata through a Meta-model Assisted Memetic Algorithm. | Donato D'Ambrosio, Rocco Rongo, William Spataro, Giuseppe A. Trunfio |
| 2012 | Block Diagonal Natural Evolution Strategies. | Giuseppe Cuccu, Faustino J. Gomez |
| 2012 | Variable Transformations in Estimation of Distribution Algorithms. | Davide A. Cucci, Luigi Malag, Matteo Matteucci |
| 2012 | An Evolutionary Optimization Approach for Bulk Material Blending Systems. | Michael P. Cipold, Pradyumn Kumar Shukla, Claus C. Bachmann, Kaibin Bao, Hartmut Schmeck |
| 2012 | Cumulative Step-Size Adaptation on Linear Functions. | Alexandre Adrien Chotard, Anne Auger, Nikolaus Hansen |
| 2012 | Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance. | Francisco Chicano, Fabio Daolio, Gabriela Ochoa, Sbastien Vrel, Marco Tomassini, Enrique Alba |
| 2012 | Runtime Analysis of Simple Interactive Evolutionary Biobjective Optimization Algorithms. | Dimo Brockhoff, Manuel Lpez-Ibez, Boris Naujoks, Gnter Rudolph |
| 2012 | On Measures to Build Linkage Trees in LTGA. | Peter A. N. Bosman, Dirk Thierens |
| 2012 | It's Fate: A Self-organising Evolutionary Algorithm. | Jan Bm, Giorgos Karafotias, Selmar K. Smit, A. E. Eiben, Evert Haasdijk |
| 2012 | HappyCat - A Simple Function Class Where Well-Known Direct Search Algorithms Do Fail. | Hans-Georg Beyer, Steffen Finck |
| 2012 | An Empirical Comparison of CMA-ES in Dynamic Environments. | Chun-Kit Au, Ho-fung Leung |
| 2012 | On the Behaviour of the (1, λ)-σSA-ES for a Constrained Linear Problem. | Dirk V. Arnold |
| 2012 | An Evolutionary and Graph-Based Method for Image Segmentation. | Alessia Amelio, Clara Pizzuti |
| 2012 | Efficient Discovery of Chromatography Equipment Sizing Strategies for Antibody Purification Processes Using Evolutionary Computing. | Richard Allmendinger, Ana S. Simaria, Suzanne S. Farid |