Sciweavers

GECCO
2010
Springer
155views Optimization» more  GECCO 2010»
13 years 9 months ago
Negative selection algorithms without generating detectors
Negative selection algorithms are immune-inspired classifiers that are trained on negative examples only. Classification is performed by generating detectors that match none of ...
Maciej Liskiewicz, Johannes Textor
GECCO
2010
Springer
254views Optimization» more  GECCO 2010»
13 years 9 months ago
Evolving viral marketing strategies
One method of viral marketing involves seeding certain consumers within a population to encourage faster adoption of the product throughout the entire population. However, determi...
Forrest Stonedahl, William Rand, Uri Wilensky
GECCO
2010
Springer
160views Optimization» more  GECCO 2010»
13 years 9 months ago
Using feature construction to avoid large feature spaces in text classification
Elijah Mayfield, Carolyn Penstein Rosé
GECCO
2010
Springer
172views Optimization» more  GECCO 2010»
13 years 9 months ago
Biogeography-based optimization with blended migration for constrained optimization problems
Biogeography-based optimization (BBO) is a new evolutionary algorithm based on the science of biogeography. We propose two extensions to BBO. First, we propose blended migration. ...
Haiping Ma, Dan Simon
GECCO
2010
Springer
197views Optimization» more  GECCO 2010»
13 years 9 months ago
Adaptive strategy selection in differential evolution
Differential evolution (DE) is a simple yet powerful evolutionary algorithm for global numerical optimization. Different strategies have been proposed for the offspring generation...
Wenyin Gong, Álvaro Fialho, Zhihua Cai
GECCO
2010
Springer
150views Optimization» more  GECCO 2010»
13 years 9 months ago
Object-level recombination of commodity applications
This paper presents ObjRecombGA, a genetic algorithm framework for recombining related programs at the object file level. A genetic algorithm guides the selection of object file...
Blair Foster, Anil Somayaji
GECCO
2010
Springer
203views Optimization» more  GECCO 2010»
13 years 9 months ago
Cooperative self-organization in a heterogeneous swarm robotic system
Frederick Ducatelle, Gianni A. Di Caro, Luca Maria...
GECCO
2010
Springer
210views Optimization» more  GECCO 2010»
13 years 9 months ago
Biogeography-based optimization of neuro-fuzzy system parameters for diagnosis of cardiac disease
Cardiomyopathy refers to diseases of the heart muscle that becomes enlarged, thick, or rigid. These changes affect the electrical stability of the myocardial cells, which in turn ...
Mirela Ovreiu, Dan Simon
GECCO
2010
Springer
148views Optimization» more  GECCO 2010»
13 years 9 months ago
Guarding against premature convergence while accelerating evolutionary search
The fundamental dichotomy in evolutionary algorithms is that between exploration and exploitation. Recently, several algorithms [8, 9, 14, 16, 17, 20] have been introduced that gu...
Josh C. Bongard, Gregory S. Hornby
GECCO
2010
Springer
168views Optimization» more  GECCO 2010»
13 years 9 months ago
On the generality of parameter tuning in evolutionary planning
Divide-and-Evolve (DaE) is an original “memeticization” of Evolutionary Computation and Artificial Intelligence Planning. However, like any Evolutionary Algorithm, DaE has se...
Jacques Bibai, Pierre Savéant, Marc Schoena...