18 search results - page 1 / 4 » Distributionally robust chance constraints for non-linear un... |
AAAI
2008
13 years 7 months ago
2008
abstract level where the operator is able to qualitatively command the tasks. A centralized model-based QSP executive called Sulu (L
TROB
2010
13 years 3 months ago
2010
—Robotic systems need to be able to plan control actions that are robust to the inherent uncertainty in the real world. This uncertainty arises due to uncertain state estimation,...
ICML
2010
IEEE
13 years 5 months ago
2010
IEEE
We study the problem of uncertainty in the entries of the Kernel matrix, arising in SVM formulation. Using Chance Constraint Programming and a novel large deviation inequality we ...
MP
2006
13 years 4 months ago
2006
We show that for even quasi-concave objective functions the worst-case distribution, with respect to a family of unimodal distributions, of a stochastic programming problem is a u...
ICPP
2006
IEEE
13 years 10 months ago
2006
IEEE
Often, parallel and distributed computing systems must operate in an environment replete with uncertainty. Determining a resource allocation that accounts for this uncertainty in ...