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COLT
2007
Springer
16 years 1 months ago
Occam's Hammer
Abstract. We establish a generic theoretical tool to construct probabilistic bounds for algorithms where the output is a subset of objects from an initial pool of candidates (or mo...
Gilles Blanchard, François Fleuret
GECCO
2007
Springer
160views Optimization» more  GECCO 2007»
16 years 1 months ago
An analysis of constructive crossover and selection pressure in genetic programming
A common problem in genetic programming search algorithms is destructive crossover in which the offspring of good parents generally has worse performance than the parents. Design...
Huayang Xie, Mengjie Zhang, Peter Andreae
GECCO
2007
Springer
210views Optimization» more  GECCO 2007»
16 years 1 months ago
Markov chain models of bare-bones particle swarm optimizers
We apply a novel theoretical approach to better understand the behaviour of different types of bare-bones PSOs. It avoids many common but unrealistic assumptions often used in an...
Riccardo Poli, William B. Langdon
GECCO
2007
Springer
158views Optimization» more  GECCO 2007»
16 years 1 months ago
A new evolutionary model for detecting multiple optima
Multimodal optimization problems consist in detecting all global and local optima of a problem. A new evolutionary approach to multimodal optimization called Roaming technique (RO...
Rodica Ioana Lung, D. Dumitrescu
ICN
2007
Springer
16 years 1 months ago
Distance-Dependent RED Policy (DDRED)
— The network quality of service (QoS) and the congestion control of the transport protocol are important parameters for the performance of a network data transfer. To this end, ...
Sebastien Linck, Eugen Dedu, François Spies