| 2014 | A Cooperative Evolutionary Approach to Learn Communities in Multilayer Networks. Alessia Amelio, Clara Pizzuti |
| 2014 | A Differential Evolution Algorithm for the Permutation Flowshop Scheduling Problem with Total Flow Time Criterion. Valentino Santucci, Marco Baioletti, Alfredo Milani |
| 2014 | A Generalized Markov-Chain Modelling Approach to (1, λ)-ES Linear Optimization. Alexandre Adrien Chotard, Martin Holena |
| 2014 | A Geometrical Approach to the Incompatible Substructure Problem in Parallel Self-Assembly. Navneet Bhalla, Dhananjay Ipparthi, Eric Klemp, Marco Dorigo |
| 2014 | A Memetic Algorithm for Multi Layer Hierarchical Ring Network Design. Christian Schauer, Günther R. Raidl |
| 2014 | A Multiobjective Evolutionary Optimization Framework for Protein Purification Process Design. Richard Allmendinger, Suzanne S. Farid |
| 2014 | A New EDA by a Gradient-Driven Density. Ignacio Segovia-Dominguez, Arturo Hernández Aguirre, Sergio Ivvan Valdez |
| 2014 | A Portfolio Optimization Approach to Selection in Multiobjective Evolutionary Algorithms. Iryna Yevseyeva, Andreia P. Guerreiro, Michael T. M. Emmerich, Carlos M. Fonseca |
| 2014 | A Provably Asymptotically Fast Version of the Generalized Jensen Algorithm for Non-dominated Sorting. Maxim Buzdalov, Anatoly Shalyto |
| 2014 | A Study on Multimemetic Estimation of Distribution Algorithms. Rafael Nogueras, Carlos Cotta |
| 2014 | A Taxonomy of Heterogeneity and Dynamics in Particle Swarm Optimisation. Harry Goldingay, Peter R. Lewis |
| 2014 | Adaptation in Nonlinear Learning Models for Nonstationary Tasks. Wolfgang Konen, Patrick Koch |
| 2014 | An Analysis of Migration Strategies in Island-Based Multimemetic Algorithms. Rafael Nogueras, Carlos Cotta |
| 2014 | An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization. Hernán E. Aguirre, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka |
| 2014 | An Extended Michigan-Style Learning Classifier System for Flexible Supervised Learning, Classification, and Data Mining. Ryan J. Urbanowicz, Gediminas Bertasius, Jason H. Moore |
| 2014 | An Immune-Inspired Algorithm for the Set Cover Problem. Ayush Joshi, Jonathan E. Rowe, Christine Zarges |
| 2014 | Application of Evolutionary Methods to Semiconductor Double-Chirped Mirrors Design. Rafal Biedrzycki, Jaroslaw Arabas, Agata Jasik, Michal Szymanski, Pawel Wnuk, Piotr Wasylczyk, Anna Wójcik-Jedlinska |
| 2014 | Automatic Design of Evolutionary Algorithms for Multi-Objective Combinatorial Optimization. Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle |
| 2014 | Balancing Bicycle Sharing Systems: An Analysis of Path Relinking and Recombination within a GRASP Hybrid. Petrina Papazek, Christian Kloimüllner, Bin Hu, Günther R. Raidl |
| 2014 | Bent Function Synthesis by Means of Cartesian Genetic Programming. Radek Hrbacek, Vaclav Dvorak |
| 2014 | Boosting Search for Recursive Functions Using Partial Call-Trees. Brad Alexander, Brad Zacher |
| 2014 | Clustering-Based Selection for Evolutionary Many-Objective Optimization. Roman Denysiuk, Lino A. Costa, Isabel A. Espírito-Santo |
| 2014 | Combining Evolutionary Computation and Algebraic Constructions to Find Cryptography-Relevant Boolean Functions. Stjepan Picek, Elena Marchiori, Lejla Batina, Domagoj Jakobovic |
| 2014 | Combining Model-Based EAs for Mixed-Integer Problems. Krzysztof L. Sadowski, Dirk Thierens, Peter A. N. Bosman |
| 2014 | Combining Semantically-Effective and Geometric Crossover Operators for Genetic Programming. Tomasz P. Pawlak |
| 2014 | Compressing Regular Expression Sets for Deep Packet Inspection. Alberto Bartoli, Simone Cumar, Andrea De Lorenzo, Eric Medvet |
| 2014 | Coupling Evolution and Information Theory for Autonomous Robotic Exploration. Guohua Zhang, Michèle Sebag |
| 2014 | Derivation of a Micro-Macro Link for Collective Decision-Making Systems - Uncover Network Features Based on Drift Measurements. Heiko Hamann, Gabriele Valentini, Yara Khaluf, Marco Dorigo |
| 2014 | Discovery of Implicit Objectives by Compression of Interaction Matrix in Test-Based Problems. Pawel Liskowski, Krzysztof Krawiec |
| 2014 | Distance Measures for Permutations in Combinatorial Efficient Global Optimization. Martin Zaefferer, Jörg Stork, Thomas Bartz-Beielstein |
| 2014 | Distance-Based Analysis of Crossover Operators for Many-Objective Knapsack Problems. Hisao Ishibuchi, Yuki Tanigaki, Hiroyuki Masuda, Yusuke Nojima |
| 2014 | Empirical Performance of the Approximation of the Least Hypervolume Contributor. Krzysztof Nowak, Marcus Märtens, Dario Izzo |
| 2014 | Evolution-In-Materio: Solving Machine Learning Classification Problems Using Materials. Maktuba Mohid, Julian Francis Miller, Simon L. Harding, Gunnar Tufte, Odd Rune Lykkebø, Mark K. Massey, Michael C. Petty |
| 2014 | Evolutionary Constrained Optimization for a Jupiter Capture. Jérémie Labroquère, Aurélie Héritier, Annalisa Riccardi, Dario Izzo |
| 2014 | Evolving DPA-Resistant Boolean Functions. Stjepan Picek, Lejla Batina, Domagoj Jakobovic |
| 2014 | Evolving Mixtures of n-gram Models for Sequencing and Schedule Optimization. Chung-Yao Chuang, Stephen F. Smith |
| 2014 | Evolving Neural Network Weights for Time-Series Prediction of General Aviation Flight Data. Travis Desell, Sophine Clachar, James Higgins, Brandon Wild |
| 2014 | Factoradic Representation for Permutation Optimisation. Olivier Regnier-Coudert, John A. W. McCall |
| 2014 | From Expected Improvement to Investment Portfolio Improvement: Spreading the Risk in Kriging-Based Optimization. Rasmus K. Ursem |
| 2014 | Generic Postprocessing via Subset Selection for Hypervolume and Epsilon-Indicator. Karl Bringmann, Tobias Friedrich, Patrick Klitzke |
| 2014 | How to Assess Step-Size Adaptation Mechanisms in Randomised Search. Nikolaus Hansen, Asma Atamna, Anne Auger |
| 2014 | Improving Genetic Programming with Behavioral Consistency Measure. Krzysztof Krawiec, Armando Solar-Lezama |
| 2014 | In Vivo Veritas: Towards the Evolution of Things. Ágoston E. Eiben |
| 2014 | Inferring and Exploiting Problem Structure with Schema Grammar. Chris R. Cox, Richard A. Watson |
| 2014 | Level-Based Analysis of Genetic Algorithms and Other Search Processes. Dogan Corus, Duc-Cuong Dang, Anton V. Eremeev, Per Kristian Lehre |
| 2014 | Local Optima and Weight Distribution in the Number Partitioning Problem. Khulood AlYahya, Jonathan E. Rowe |
| 2014 | Local Optimal Sets and Bounded Archiving on Multi-objective NK-Landscapes with Correlated Objectives. Manuel López-Ibáñez, Arnaud Liefooghe, Sébastien Vérel |
| 2014 | MH-MOEA: A New Multi-Objective Evolutionary Algorithm Based on the Maximin Fitness Function and the Hypervolume Indicator. Adriana Menchaca-Méndez, Carlos A. Coello Coello |
| 2014 | Maximizing Submodular Functions under Matroid Constraints by Multi-objective Evolutionary Algorithms. Tobias Friedrich, Frank Neumann |
| 2014 | Maximum Likelihood-Based Online Adaptation of Hyper-Parameters in CMA-ES. Ilya Loshchilov, Marc Schoenauer, Michèle Sebag, Nikolaus Hansen |
| 2014 | Messy Coding in the XCS Classifier System for Sequence Labeling. Masaya Nakata, Tim Kovacs, Keiki Takadama |
| 2014 | Multi-objective Quadratic Assignment Problem Instances Generator with a Known Optimum Solution. Madalina M. Drugan |
| 2014 | Multiobjective Selection of Input Sensors for SVR Applied to Road Traffic Prediction. Jiri Petrlik, Otto Fucík, Lukás Sekanina |
| 2014 | Natural Gradient Approach for Linearly Constrained Continuous Optimization. Youhei Akimoto, Shinichi Shirakawa |
| 2014 | Novelty Search in Competitive Coevolution. Jorge C. Gomes, Pedro Mariano, Anders Lyhne Christensen |
| 2014 | On Effective and Inexpensive Local Search Techniques in Genetic Programming Regression. Fergal Lane, R. Muhammad Atif Azad, Conor Ryan |
| 2014 | On Low Complexity Acceleration Techniques for Randomized Optimization. Sebastian Urban Stich |
| 2014 | On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments. Chao Qian, Yang Yu, Yaochu Jin, Zhi-Hua Zhou |
| 2014 | On the Impact of Multiobjective Scalarizing Functions. Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Vérel |
| 2014 | On the Life-Long Learning Capabilities of a NELLI*: A Hyper-Heuristic Optimisation System. Emma Hart, Kevin Sim |
| 2014 | On the Locality of Standard Search Operators in Grammatical Evolution. Ann Thorhauer, Franz Rothlauf |
| 2014 | On the Runtime Analysis of Fitness Sharing Mechanisms. Pietro S. Oliveto, Dirk Sudholt, Christine Zarges |
| 2014 | On the Use of Evolution Strategies for Optimization on Spherical Manifolds. Dirk V. Arnold |
| 2014 | Online Black-Box Algorithm Portfolios for Continuous Optimization. Petr Baudis, Petr Posik |
| 2014 | Optimized Approximation Sets for Low-Dimensional Benchmark Pareto Fronts. Tobias Glasmachers |
| 2014 | PaDe: A Parallel Algorithm Based on the MOEA/D Framework and the Island Model. Andrea Mambrini, Dario Izzo |
| 2014 | Parallel Problem Solving from Nature - PPSN XIII - 13th International Conference, Ljubljana, Slovenia, September 13-17, 2014. Proceedings Thomas Bartz-Beielstein, Jürgen Branke, Bogdan Filipic, Jim Smith |
| 2014 | Parameter Prediction Based on Features of Evolved Instances for Ant Colony Optimization and the Traveling Salesperson Problem. Samadhi Nallaperuma, Markus Wagner, Frank Neumann |
| 2014 | Population Exploration on Genotype Networks in Genetic Programming. Ting Hu, Wolfgang Banzhaf, Jason H. Moore |
| 2014 | Power Distribution Network Reconfiguration by Evolutionary Integer Programming. Kaifeng Yang, Michael T. M. Emmerich, Rui Li, Ji Wang, Thomas Bäck |
| 2014 | Quasi-Stability of Real Coded Finite Populations. Jaroslaw Arabas, Rafal Biedrzycki |
| 2014 | Queued Pareto Local Search for Multi-Objective Optimization. Maarten Inja, Chiel Kooijman, Maarten de Waard, Diederik M. Roijers, Shimon Whiteson |
| 2014 | Racing Multi-objective Selection Probabilities. Gaétan Marceau-Caron, Marc Schoenauer |
| 2014 | Random Partial Neighborhood Search for University Course Timetabling Problem. Yuichi Nagata, Isao Ono |
| 2014 | Randomized Parameter Settings for Heterogeneous Workers in a Pool-Based Evolutionary Algorithm. Mario García Valdez, Leonardo Trujillo, Juan Julián Merelo Guervós, Francisco Fernández de Vega |
| 2014 | Recurrent Cartesian Genetic Programming. Andrew James Turner, Julian Francis Miller |
| 2014 | Reevaluating Exponential Crossover in Differential Evolution. Ryoji Tanabe, Alex Fukunaga |
| 2014 | Run-Time Parameter Selection and Tuning for Energy Optimization Algorithms. Ingo Mauser, Marita Dorscheid, Hartmut Schmeck |
| 2014 | Runtime Analysis of Evolutionary Algorithms on Randomly Constructed High-Density Satisfiable 3-CNF Formulas. Andrew M. Sutton, Frank Neumann |
| 2014 | Scheduling the English Football League with a Multi-objective Evolutionary Algorithm. Lyndon While, Graham Kendall |
| 2014 | Self-Adaptive Genotype-Phenotype Maps: Neural Networks as a Meta-Representation. Luís F. Simões, Dario Izzo, Evert Haasdijk, Ágoston E. Eiben |
| 2014 | Shake Them All! - Rethinking Selection and Replacement in MOEA/D. Gauvain Marquet, Bilel Derbel, Arnaud Liefooghe, El-Ghazali Talbi |
| 2014 | Shuffle and Mate: A Dynamic Model for Spatially Structured Evolutionary Algorithms. Carlos M. Fernandes, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos Cotta, Rafael Nogueras, Agostinho C. Rosa |
| 2014 | Some Computational Aspects of Robot Kinematic Redundancy. Jadran Lenarcic |
| 2014 | Start Small, Grow Big? Saving Multi-objective Function Evaluations. Tobias Glasmachers, Boris Naujoks, Günter Rudolph |
| 2014 | Stopping Criteria for Multimodal Optimization. Simon Wessing, Mike Preuss, Heike Trautmann |
| 2014 | The Baldwin Effect Hinders Self-Adaptation. Jim Smith |
| 2014 | Towards a Method for Automatic Algorithm Configuration: A Design Evaluation Using Tuners. Elizabeth Montero, María Cristina Riff |
| 2014 | Travelling Salesman Problem Solved 'in materio' by Evolved Carbon Nanotube Device. Kester Dean Clegg, Julian Francis Miller, Mark Kieran Massey, Mike Petty |
| 2014 | Tuning Evolutionary Multiobjective Optimization for Closed-Loop Estimation of Chromatographic Operating Conditions. Richard Allmendinger, Spyridon Gerontas, Nigel John Titchener-Hooker, Suzanne S. Farid |
| 2014 | Unbiased Black-Box Complexity of Parallel Search. Golnaz Badkobeh, Per Kristian Lehre, Dirk Sudholt |
| 2014 | Using a Family of Curves to Approximate the Pareto Front of a Multi-Objective Optimization Problem. Saúl Zapotecas Martínez, Víctor Adrián Sosa-Hernández, Hernán E. Aguirre, Kiyoshi Tanaka, Carlos A. Coello Coello |
| 2014 | VLR: A Memory-Based Optimization Heuristic. Hansang Yun, Myoung Hoon Ha, Robert I. McKay |
| 2014 | Viability Principles for Constrained Optimization Using a (1+1)-CMA-ES. Andrea Maesani, Dario Floreano |