164 search results - page 24 / 33 » Stochastic MINLP optimization using simplicial approximation |
AIPS
2010
13 years 11 months ago
2010
Computing a good policy in stochastic uncertain environments with unknown dynamics and reward model parameters is a challenging task. In a number of domains, ranging from space ro...
INFOCOM
2010
IEEE
13 years 6 months ago
2010
IEEE
We propose a distributed mechanism for finding websurfing strategies that is inspired by the StumbleUpon recommendation engine. Each day, a websurfer visits a sequence of websites ...
GECCO
2006
Springer
14 years 14 days ago
2006
Springer
In this paper we propose a Bayesian framework for XCS [9], called BXCS. Following [4], we use probability distributions to represent the uncertainty over the classifier estimates ...
SIGMETRICS
2004
ACM
14 years 2 months ago
2004
ACM
Low priority data transfer across the wide area is useful in several contexts, for example for the dissemination of large files such as OS updates, content distribution or prefet...
WIOPT
2011
IEEE
13 years 14 days ago
2011
IEEE
Abstract—This paper considers maximizing throughput utility in a multi-user network with partially observable Markov ON/OFF channels. Instantaneous channel states are never known...