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GECCO
2008
Springer
143views Optimization» more  GECCO 2008»
13 years 9 months ago
A parallel evolutionary algorithm for unconstrained binary quadratic problems
In this paper an island model is described for the unconstrained Binary Quadratic Problem (BQP), which can be used with up to 2500 binary variables. Our island model uses a master...
István Borgulya
GECCO
2008
Springer
115views Optimization» more  GECCO 2008»
13 years 9 months ago
AMGA: an archive-based micro genetic algorithm for multi-objective optimization
Santosh Tiwari, Patrick Koch, Georges Fadel, Kalya...
GECCO
2008
Springer
111views Optimization» more  GECCO 2008»
13 years 9 months ago
Single-objective front optimization: application to rf circuit design
This paper proposes a new algorithm which promotes well distributed non-dominated fronts in the parameters space when a single-objective function is optimized. This algorithm is b...
Eduardo José Solteiro Pires, Luís Me...
GECCO
2008
Springer
131views Optimization» more  GECCO 2008»
13 years 9 months ago
Rigorous analyses of fitness-proportional selection for optimizing linear functions
Rigorous runtime analyses of evolutionary algorithms (EAs) mainly investigate algorithms that use elitist selection methods. Two algorithms commonly studied are Randomized Local S...
Edda Happ, Daniel Johannsen, Christian Klein, Fran...
GECCO
2008
Springer
229views Optimization» more  GECCO 2008»
13 years 9 months ago
EIN-WUM: an AIS-based algorithm for web usage mining
With the ever expanding Web and the information published on it, effective tools for managing such data and presenting information to users based on their needs are becoming nece...
Adel Torkaman Rahmani, B. Hoda Helmi
GECCO
2008
Springer
238views Optimization» more  GECCO 2008»
13 years 9 months ago
Using multiple offspring sampling to guide genetic algorithms to solve permutation problems
The correct choice of an evolutionary algorithm, a genetic representation for the problem being solved (as well as their associated variation operators) and the appropriate values...
Antonio LaTorre, José Manuel Peña, V...
GECCO
2008
Springer
155views Optimization» more  GECCO 2008»
13 years 9 months ago
Modularity and symmetry in computational embryogeny
Modularity and symmetry are two properties observed in almost every engineering and biological structure. The origin of these properties in nature is still unknown. Yet, as engine...
Or Yogev, Andrew A. Shapiro, Erik K. Antonsson
GECCO
2008
Springer
118views Optimization» more  GECCO 2008»
13 years 9 months ago
Deriving evaluation metrics for applicability of genetic algorithms to optimization problems
This paper aims to identify the missing links from theory of Genetic Algorithms (GAs) to application of GAs. Categories and Subject Descriptors: J.0 [Computer Applications]: Gener...
Hsinyi Jiang, Carl K. Chang
GECCO
2008
Springer
117views Optimization» more  GECCO 2008»
13 years 9 months ago
An application of a multivariate estimation of distribution algorithm to cancer chemotherapy
Alexander E. I. Brownlee, Martin Pelikan, John A. ...