Ant Colony Optimization and Swarm Intelligence
Parallel Shared Memory Strategies for Ant-Based Optimization Algorithms
T. Bui, T. Nguyen, J. R. Rizzo Jr
Artificial Life, Evolutionary Robotics, Adaptive Behavior, Evolvable Hardware
How Novelty Search Escapes the Deceptive Trap of Learning to Learn
S. Risi, S. D. Vanderbleek, C. E. Hughes, K. O. Stanley
Bioinformatics and Computational Biology
Modeling Evolutionary Fitness for DNA Motif Discovery
S. Rahmann, T. Marschall, F. Behler, O. Kramer
Combinatorial Optimization and Metaheuristics
Fixed-Parameter Evolutionary Algorithms and the Vertex Cover Problem
S. Kratsch, F. Neumann
Estimation of Distribution Algorithms
EDA-RL: Estimation of Distribution Algorithms for Reinforcement Learning Problems
H. Handa
AND
Approximating the Search Distribution to the Selection Distribution in EDAs
S. I. Valdez-Peña, A. Hernández-Aguirre, S. Botello-Rionda
Evolution Strategies and Evolutionary Programming
Efficient Natural Evolution Strategies
Y. Sun, D. Wierstra, T. Schaul, J. Schmidhuber
Evolutionary Multiobjective Optimization
Multiplicative Approximations and the Hypervolume Indicator
T. Friedrich, C. Horoba, F. Neumann
Generative and Developmental Systems
The Sensitivity of HyperNEAT to Different Geometric Representations of a Problem
J. Clune, C. Ofria, R. T. Pennock
Genetic Algorithms
Tunneling Between Optima: Partition Crossover for the Traveling Salesman Problem
D. Whitley, A. Howe, D. Hains
Genetic Programming
A Genetic Programming Approach to Automated Software Repair
S. Forrest, T.V. Nguyen, W. Weimer, C. Le Goues
Genetics-Based Machine Learning
Learning Sensorimotor Control Structures with XCSF
M. V. Butz, G. K. M. Pedersen, P. O. Stalph
AND
New Entropy Model for Extraction of Structural Information from XCS Population
W. K. Park, J. C. Oh
Parallel Evolutionary Systems
Strategies to Minimise the Total Run Time of Cyclic Graph Based Genetic Programming with GPUs
T. E. Lewis, G. D. Magoulas
Real World Application
Optimizing Low-Discrepancy Sequences with an Evolutionary Algorithm
F.-M. De Rainville, C. Gagné, O. Teytaud, D. Laurendeau
Search Based Software Engineering
Software Project Planning for Robustness and Completion Time in the Presence of Uncertainty using Multi Objective Search Based Software Engineering
S. Gueorguiev, M. Harman, G. Antoniol
Theory
Dynamic Evolutionary Optimisation: An Analysis of Frequency and Magnitude of Change
P. Rohlfshagen, P. K. Lehre, Xin Yao
GECCO Graduate Student Workshop
Learnable Evolution Model Performance Impaired by Binary Tournament Survival Selection
Mark Coletti (George Mason University)
Sigevo GECCO Impact Award
M. Pelikan, D. Goldberg, E. Cantu-Paz: BOA: The Bayesian Optimization Algorithm
AND
S. Hofmeyer, S. Forrest: Immunity by Design: An Artificial Immune System