622 search results - page 19 / 125 » Stochastic programming approach to optimization under uncert... |
SIAMJO
2008
14 years 11 months ago
2008
We study approximations of optimization problems with probabilistic constraints in which the original distribution of the underlying random vector is replaced with an empirical dis...
ICASSP
2011
IEEE
14 years 3 months ago
2011
IEEE
We consider the robust beamforming problem under imperfect channel state information (CSI) subject to SINR constraints in a downlink multiuser MISO system. One popular approach to...
110
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COR
2007
14 years 11 months ago
2007
We present a framework for solving multistage pure 0–1 programs for a widely used sequencing and scheduling problem with uncertainty in the objective function coefficients, the...
115
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BIBE
2006
IEEE
15 years 5 months ago
2006
IEEE
DNA sequence alignment is a critical step in identifying homology between organisms. The most widely used alignment program, ClustalW, is known to suffer from the local minima pro...
FOCS
2005
IEEE
15 years 5 months ago
2005
IEEE
Stochastic optimization problems provide a means to model uncertainty in the input data where the uncertainty is modeled by a probability distribution over the possible realizatio...