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» Comparing results of 31 algorithms from the black-box optimi...
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ICML
2006
IEEE
14 years 8 months ago
A DC-programming algorithm for kernel selection
We address the problem of learning a kernel for a given supervised learning task. Our approach consists in searching within the convex hull of a prescribed set of basic kernels fo...
Andreas Argyriou, Raphael Hauser, Charles A. Micch...
GECCO
2007
Springer
189views Optimization» more  GECCO 2007»
13 years 11 months ago
A genetic algorithm with exon shuffling crossover for hard bin packing problems
A novel evolutionary approach for the bin packing problem (BPP) is presented. A simple steady-state genetic algorithm is developed that produces results comparable to other approa...
Philipp Rohlfshagen, John A. Bullinaria
CEC
2010
IEEE
13 years 9 months ago
Two novel Ant Colony Optimization approaches for Bayesian network structure learning
Learning Bayesian networks from data is an N-P hard problem with important practical applications. Several researchers have designed algorithms to overcome the computational comple...
Yanghui Wu, John A. W. McCall, David W. Corne
CAV
2010
Springer
194views Hardware» more  CAV 2010»
13 years 11 months ago
LTSmin: Distributed and Symbolic Reachability
ions of ODE models (MAPLE, GNA). On the algorithmic side (Sec. 3.2), it supports two main streams in high-performance model checking: reachability analysis based on BDDs (symbolic)...
Stefan Blom, Jaco van de Pol, Michael Weber
ASPDAC
2005
ACM
109views Hardware» more  ASPDAC 2005»
14 years 1 months ago
Optimal module and voltage assignment for low-power
– Reducing power consumption through high-level synthesis has attracted a growing interest from researchers due to its large potential for power reduction. In this work we study ...
Deming Chen, Jason Cong, Junjuan Xu