17543 search results - page 75 / 3509 » Stochastic Optimization Algorithms |
148
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SIAMJO
2002
15 years 5 months ago
2002
In this paper we study a Monte Carlo simulation based approach to stochastic discrete optimization problems. The basic idea of such methods is that a random sample is generated and...
173
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ICEIS
2009
IEEE
16 years 26 days ago
2009
IEEE
Proposed and developed is a service composition framework for decision-making under uncertainty, which is applicable to stochastic optimization of supply chains. Also developed is ...
185
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AUTOMATICA
2008
15 years 6 months ago
2008
We propose two algorithms for Q-learning that use the two-timescale stochastic approximation methodology. The first of these updates Q-values of all feasible state
128
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EOR
2006
15 years 6 months ago
2006
We introduce the two-stage stochastic maximum-weight matching problem and demonstrate that this problem is NP-complete. We give a factor 1 2 approximation algorithm and prove its ...
155
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SC
2000
ACM
15 years 10 months ago
2000
ACM
We present a scalable, high-performance solution to multidimensional recurrences that arise in adaptive statistical designs. Adaptive designs are an important class of learning al...