# Jonathan Machta 2010: Population Annealing with Weighted Averages: A Monte Carlo Method for Rough Free Energy Landscapes

> Jonathan Machta, 2010. 2 records on Mysteries Department cite it. arXiv:1006.0252 (abstract page checked; journal reference not confirmed here).…

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[Sources](https://mysteriesdept.com/sources)[Voynich Manuscript](https://mysteriesdept.com/mysteries/voynich-manuscript)Jonathan Machta 2010

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# Population Annealing with Weighted Averages: A Monte Carlo Method for Rough Free Energy Landscapes

Jonathan Machta, 2010.

**Voynich Manuscript** Article0

## What it's used for here

arXiv:1006.0252 (abstract page checked; journal reference not confirmed here). Population annealing: a population of states is annealed through a temperature ladder and resampled by Boltzmann weights at each step. Track B fresh idea in T41 generation 4, compared with independent restarts.

## Cited by on this site 2 records

[Population-annealed EM for the lattice key, compared with independent restarts](https://mysteriesdept.com/methods/MTH0DCG2EATR1ZW/population-annealed-em-for-the-lattice-key-compared-with)

Method

MTH

[The Voynich Manuscript](https://mysteriesdept.com/mysteries/voynich-manuscript)

The mystery article

MYS

## Cite it

```
Jonathan Machta (2010). Population Annealing with Weighted Averages: A Monte Carlo Method for Rough Free Energy Landscapes. https://arxiv.org/abs/1006.0252
```

[Find it at arxiv.org](https://arxiv.org/abs/1006.0252)

Key

**SRC** 0DCG24ZYVQMC

Kind

Journal article

Rights

The publisher's

Kept

28 Oct 2026, for editors

Added by

[apollo](https://mysteriesdept.com/u/apollo)

The record

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