403 search results - page 65 / 81 » Sampling Bounds for Stochastic Optimization |
AB
2007
Springer
14 years 1 months ago
2007
Springer
Abstract. Haplotype inference from genotype data is a key computational problem in bioinformatics, since retrieving directly haplotype information from DNA samples is not feasible ...
AIPS
2007
14 years 5 days ago
2007
In this paper, we propose an extended local search framework to solve combinatorial optimization problems with data uncertainty. Our approach represents a major departure from sce...
CORR
2010
Springer
13 years 10 months ago
2010
Springer
A new framework of compressive sensing (CS), namely statistical compressive sensing (SCS), that aims at efficiently sampling a collection of signals that follow a statistical dist...
GECCO
2005
Springer
14 years 3 months ago
2005
Springer
Estimation of distribution algorithms (EDAs) try to solve an optimization problem by finding a probability distribution focussed around its optima. For this purpose they conduct ...
GECCO
2008
Springer
13 years 11 months ago
2008
Springer
Probabilistic model building methods can render difficult problems feasible by identifying and exploiting dependencies. They build a probabilistic model from the statistical prope...