17543 search results - page 144 / 3509 » Stochastic Optimization Algorithms |
158
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CMSB
2007
Springer
15 years 10 months ago
2007
Springer
This paper presents a simulation algorithm for the stochastic -calculus, designed for the efficient simulation of biological systems with large numbers of molecules. The cost of a ...
187
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CCE
2010
15 years 3 months ago
2010
In this work we address the problem of solving multiscenario optimization models that are deterministic equivalents of two-stage stochastic programs. We present a heuristic approx...
188
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IOR
2011
15 years 1 months ago
2011
We formulate a risk-averse two-stage stochastic linear programming problem in which unresolved uncertainty remains after the second stage. The objective function is formulated as ...
156
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WSC
2007
15 years 8 months ago
2007
We develop a sequential sampling procedure for solving a class of stochastic programs. A sequence of feasible solutions, with at least one optimal limit point, is given as input t...
194
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CORR
2012
Springer
14 years 2 months ago
2012
Springer
We present a novel approach to learn a kernelbased regression function. It is based on the use of conical combinations of data-based parameterized kernels and on a new stochastic ...