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GECCO
2009
Springer
122views Optimization» more  GECCO 2009»
14 years 6 months ago
Evolving symmetric and modular neural networks for distributed control
Problems such as the design of distributed controllers are characterized by modularity and symmetry. However, the symmetries useful for solving them are often difficult to determ...
Vinod K. Valsalam, Risto Miikkulainen
GECCO
2009
Springer
121views Optimization» more  GECCO 2009»
14 years 6 months ago
Evolutionary algorithms and dynamic programming
Recently, it has been proven that evolutionary algorithms produce good results for a wide range of combinatorial optimization problems. Some of the considered problems are tackled...
Benjamin Doerr, Anton Eremeev, Christian Horoba, F...
GECCO
2009
Springer
144views Optimization» more  GECCO 2009»
14 years 6 months ago
Cheating for problem solving: a genetic algorithm with social interactions
We propose a variation of the standard genetic algorithm that incorporates social interaction between the individuals in the population. Our goal is to understand the evolutionary...
Rafael Lahoz-Beltra, Gabriela Ochoa, Uwe Aickelin
GECCO
2009
Springer
14 years 6 months ago
Effects of a deterministic hill climber on hBOA
Elizabeth Radetic, Martin Pelikan, David E. Goldbe...
GECCO
2009
Springer
161views Optimization» more  GECCO 2009»
14 years 6 months ago
Are evolutionary rule learning algorithms appropriate for malware detection?
In this paper, we evaluate the performance of ten well-known evolutionary and non-evolutionary rule learning algorithms. The comparative study is performed on a real-world classi...
M. Zubair Shafiq, S. Momina Tabish, Muddassar Faro...
GECCO
2009
Springer
167views Optimization» more  GECCO 2009»
14 years 6 months ago
Fixed-parameter evolutionary algorithms and the vertex cover problem
In this paper, we consider multi-objective evolutionary algorithms for the Vertex Cover problem in the context of parameterized complexity. We relate the runtime of our algorithms...
Stefan Kratsch, Frank Neumann
GECCO
2009
Springer
118views Optimization» more  GECCO 2009»
14 years 6 months ago
A PSO-based framework for dynamic SVM model selection
Marcelo N. Kapp, Robert Sabourin, Patrick Maupin
GECCO
2009
Springer
125views Optimization» more  GECCO 2009»
14 years 6 months ago
Biologically-implemented genetic algorithm for protein engineering
Hiroshi Someya, Kensaku Sakamoto, Masayuki Yamamur...
GECCO
2009
Springer
107views Optimization» more  GECCO 2009»
14 years 6 months ago
Swarming along the evolutionary branches sheds light on genome rearrangement scenarios
A genome rearrangement scenario describes a series of chromosome fusion, fission, and translocation operations that suffice to rewrite one genome into another. Exact algorithmic ...
Nikolay Vyahhi, Adrien Goëffon, Macha Nikolsk...