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GECCO
2010
Springer
197views Optimization» more  GECCO 2010»
14 years 4 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»
14 years 4 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»
14 years 4 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»
14 years 4 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»
14 years 4 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»
14 years 4 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...
GECCO
2010
Springer
142views Optimization» more  GECCO 2010»
14 years 4 months ago
Spurious dependencies and EDA scalability
Elizabeth Radetic, Martin Pelikan
GECCO
2010
Springer
170views Optimization» more  GECCO 2010»
14 years 4 months ago
Improving reliability of embedded systems through dynamic memory manager optimization using grammatical evolution
Technology scaling has offered advantages to embedded systems, such as increased performance, more available memory and reduced energy consumption. However, scaling also brings a...
José Manuel Colmenar, José L. Risco-...
GECCO
2010
Springer
150views Optimization» more  GECCO 2010»
14 years 4 months ago
Towards drift correction in chemical sensors using an evolutionary strategy
Gas chemical sensors are strongly affected by the so-called drift, i.e., changes in sensors’ response caused by poisoning and aging that may significantly spoil the measures g...
Stephano Di Carlo, Ernesto Sánchez, Alberto...