A Simple and Efficient Algorithm for Sorting Signed Permutations by Reversals

Fuente: arXiv
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Auteur principal: Swenson, Krister M.
Format: Preprint
Publié: 2024
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author Swenson, Krister M.
author_facet Swenson, Krister M.
contents In 1937, biologists Sturtevant and Tan posed a computational question: transform a chromosome represented by a permutation of genes, into a second permutation, using a minimum-length sequence of reversals, each inverting the order of a contiguous subset of elements. Solutions to this problem, applied to Drosophila chromosomes, were computed by hand. The first algorithmic result was a heuristic that was published in 1982. In the 1990s a more biologically relevant version of the problem, where the elements have signs that are also inverted by a reversal, finally received serious attention by the computer science community. This effort eventually resulted in the first polynomial time algorithm for Signed Sorting by Reversals. Since then, a dozen more articles have been dedicated to simplifying the theory and developing algorithms with improved running times. The current best algorithm, which runs in $O(n \log^2 n / \log\log n)$ time, fails to meet what some consider to be the likely lower bound of $O(n \log n)$. In this article, we present the first algorithm that runs in $O(n \log n)$ time in the worst case. The algorithm is fairly simple to implement, and the running time hides very low constants.
format Preprint
id arxiv_https___arxiv_org_abs_2403_20165
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle A Simple and Efficient Algorithm for Sorting Signed Permutations by Reversals
Swenson, Krister M.
Data Structures and Algorithms
68Q25, 68P10, 62P10
F.2.2; G.2.1; J.3
In 1937, biologists Sturtevant and Tan posed a computational question: transform a chromosome represented by a permutation of genes, into a second permutation, using a minimum-length sequence of reversals, each inverting the order of a contiguous subset of elements. Solutions to this problem, applied to Drosophila chromosomes, were computed by hand. The first algorithmic result was a heuristic that was published in 1982. In the 1990s a more biologically relevant version of the problem, where the elements have signs that are also inverted by a reversal, finally received serious attention by the computer science community. This effort eventually resulted in the first polynomial time algorithm for Signed Sorting by Reversals. Since then, a dozen more articles have been dedicated to simplifying the theory and developing algorithms with improved running times. The current best algorithm, which runs in $O(n \log^2 n / \log\log n)$ time, fails to meet what some consider to be the likely lower bound of $O(n \log n)$. In this article, we present the first algorithm that runs in $O(n \log n)$ time in the worst case. The algorithm is fairly simple to implement, and the running time hides very low constants.
title A Simple and Efficient Algorithm for Sorting Signed Permutations by Reversals
topic Data Structures and Algorithms
68Q25, 68P10, 62P10
F.2.2; G.2.1; J.3
url https://arxiv.org/abs/2403.20165