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» Optimization by Stochastic Continuation
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TIT
2011
121views more  TIT 2011»
13 years 3 months ago
Strongly Consistent Estimation of the Sample Distribution of Noisy Continuous-Parameter Fields
The general problem of defining and determining the sample distribution in the case of continuousparameter random fields, is addressed. Defining a distribution in the case of d...
Shahar Z. Kovalsky, Guy Cohen, Joseph M. Francos
DAC
1994
ACM
14 years 1 months ago
Stochastic Optimization Approach to Transistor Sizing for CMOS VLSI Circuits
A stochastic global optimization approach is presented for transistor sizing in CMOS VLSI circuits. This is a direct search strategy for the best design among feasible ones, with ...
Sharad Mehrotra, Paul D. Franzon, Wentai Liu
SIAMCO
2002
128views more  SIAMCO 2002»
13 years 8 months ago
Generalized Solutions in Nonlinear Stochastic Control Problems
An optimal stochastic control problem is considered for systems with unbounded controls satisfying an integral constraint. It is shown that there exists an optimal control within t...
F. Dufour, Boris M. Miller
DAC
1998
ACM
14 years 10 months ago
Policy Optimization for Dynamic Power Management
Dynamic power management schemes (also called policies) can be used to control the power consumption levels of electronic systems, by setting their components in different states,...
Giuseppe A. Paleologo, Luca Benini, Alessandro Bog...
JMLR
2010
150views more  JMLR 2010»
13 years 3 months ago
Approximate parameter inference in a stochastic reaction-diffusion model
We present an approximate inference approach to parameter estimation in a spatio-temporal stochastic process of the reaction-diffusion type. The continuous space limit of an infer...
Andreas Ruttor, Manfred Opper