Exploiting bias in optimal finite time copying protocols
File(s)PhysRevResearch.7.L012026.pdf (833.83 KB)
Published version
Author(s)
Mulder, Daan
Rein ten Wolde, Pieter
Ouldridge, Thomas
Type
Journal Article
Abstract
We study a finite-time cyclic copy protocol that creates persisting correlations between a memory and a data bit. The average work to copy the two states of the data bit consists of the mutual information created between the memory and data bit after copying, a cost due to the difference between the initial and final states of the memory bit, and a finite-time cost. At low copy speeds, the optimal initial distribution of the memory bit matches the bias in the expected outcome, set by the bias in the data bit and the copying accuracies. However, if both states of the data are copied with the same accuracy, then in the high-speed regime copying the unlikely data bit state becomes prohibitively costly with a biased memory; the optimal initial distribution is then pushed toward 50:50. Copying with unequal accuracies, at fixed copy-generated mutual information, yields an opposite yet more effective strategy. Here, the initial memory distribution becomes increasingly biased as the copy speed increases, drastically lowering the work and raising the maximum speed. This strategy is so effective that it induces a symmetry-breaking transition for an unbiased data bit.
Date Issued
2025-02-01
Date Acceptance
2024-12-23
Citation
Physical Review Research, 2025, 7 (1)
ISSN
2643-1564
Publisher
American Physical Society
Journal / Book Title
Physical Review Research
Volume
7
Issue
1
Copyright Statement
Published by the American Physical Society under the terms of the Creative Commons Attribution 4.0 International license. Further distribution of this work must maintain attribution to the author(s) and the published article's title, journal citation, and DOI.
License URL
Identifier
10.1103/PhysRevResearch.7.L012026
Publication Status
Published
Article Number
L012026
Date Publish Online
2024-02-05