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Thermodynamic integration methods, infinite swapping and the calculation of generalized averages
KTH, School of Engineering Sciences (SCI), Mathematics (Dept.), Mathematical Statistics.
(English)Manuscript (preprint) (Other academic)
Abstract [en]

In the present paper we examine the risk-sensitive and sampling issues associated with the problem of calculating generalized averages. By combining thermodynamic integration and Stationary Phase Monte Carlo techniques, we develop an approach for such problems and explore its utility for a prototypical class of applications.

Keyword [en]
Statistical mechanics, Monte Carlo, infinite swapping, large deviations, stationary phase Monte Carlo
National Category
Probability Theory and Statistics Physical Chemistry Other Physics Topics
Research subject
Mathematics
Identifiers
URN: urn:nbn:se:kth:diva-198614OAI: oai:DiVA.org:kth-198614DiVA: diva2:1057614
Available from: 2016-12-19 Created: 2016-12-19 Last updated: 2016-12-19

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Nyquist, Pierre
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