106 search results - page 1 / 22 » Monte-Carlo optimizations for resource allocation problems i... |
UAI
2003
13 years 6 months ago
2003
Real-world distributed systems and networks are often unreliable and subject to random failures of its components. Such a stochastic behavior affects adversely the complexity of o...
CDC
2009
IEEE
13 years 9 months ago
2009
IEEE
Abstract— Optimal rate allocation in a networked control system with highly limited communication resources is instrumental to achieve satisfactory overall performance. In this p...
CCE
2006
13 years 5 months ago
2006
The class of stochastic nonlinear programming (SNLP) problems is important in optimization due to the presence of nonlinearity and uncertainty in many applications, including thos...
IOR
2008
13 years 4 months ago
2008
We study a stochastic network that consists of a set of servers processing multiple classes of jobs. Each class of jobs requires a concurrent occupancy of several servers while be...
ICASSP
2010
IEEE
13 years 5 months ago
2010
IEEE
— Ergodic stochastic optimization (ESO) algorithms are proposed to solve resource allocation problems that involve a random state and where optimality criteria are expressed in t...