Parameterized Complexity of Reconfiguration of Atoms

IF 0.9 4区 计算机科学 Q4 COMPUTER SCIENCE, SOFTWARE ENGINEERING Algorithmica Pub Date : 2024-08-26 DOI:10.1007/s00453-024-01262-z
Alexandre Cooper, Stephanie Maaz, Amer E. Mouawad, Naomi Nishimura
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Abstract

Our work is motivated by the challenges presented in preparing arrays of atoms for use in quantum simulation. The recently-developed process of loading atoms into traps results in approximately half of the traps being filled. To consolidate the atoms so that they form a dense and regular arrangement, such as all locations in a grid, atoms are rearranged using moving optical tweezers. Time is of the essence, as the longer that the process takes and the more that atoms are moved, the higher the chance that atoms will be lost in the process. Viewed as a problem on graphs, we wish to solve the problem of reconfiguring one arrangement of tokens (representing atoms) to another using as few moves as possible. Because the problem is NP-complete on general graphs as well as on grids, we focus on the parameterized complexity for various parameters, considering both undirected and directed graphs, and tokens with and without labels. For unlabelled tokens, the problem is fixed-parameter tractable when parameterized by the number of tokens, the number of moves, or the number of moves plus the number of vertices without tokens in either the source or target configuration, but intractable when parameterized by the difference between the number of moves and the number of differences in the placement of tokens in the source and target configurations. When labels are added to tokens, however, most of the tractability results are replaced by hardness results.

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原子重构的参数化复杂性
我们的工作源于为量子模拟准备原子阵列所面临的挑战。最近开发的将原子装入捕获器的过程会导致大约一半的捕获器被填满。为了合并原子,使其形成密集而规则的排列,例如网格中的所有位置,需要使用移动光镊重新排列原子。时间是关键,因为这一过程花费的时间越长,原子移动的次数越多,原子在这一过程中丢失的几率就越大。作为图上的一个问题,我们希望用尽可能少的移动来解决将一种代币(代表原子)排列重新配置为另一种代币的问题。由于这个问题在一般图和网格上都是 NP-complete,因此我们将重点放在各种参数的参数化复杂度上,同时考虑无向图和有向图,以及带标签和不带标签的代币。对于无标签令牌,当以令牌数量、移动次数或移动次数加上源配置或目标配置中无令牌的顶点数量为参数时,该问题在固定参数上是可行的;但当以移动次数与源配置和目标配置中令牌位置差异的次数为参数时,该问题则难以解决。然而,当在标记上添加标签时,大部分可操作性结果都会被硬度结果所取代。
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来源期刊
Algorithmica
Algorithmica 工程技术-计算机:软件工程
CiteScore
2.80
自引率
9.10%
发文量
158
审稿时长
12 months
期刊介绍: Algorithmica is an international journal which publishes theoretical papers on algorithms that address problems arising in practical areas, and experimental papers of general appeal for practical importance or techniques. The development of algorithms is an integral part of computer science. The increasing complexity and scope of computer applications makes the design of efficient algorithms essential. Algorithmica covers algorithms in applied areas such as: VLSI, distributed computing, parallel processing, automated design, robotics, graphics, data base design, software tools, as well as algorithms in fundamental areas such as sorting, searching, data structures, computational geometry, and linear programming. In addition, the journal features two special sections: Application Experience, presenting findings obtained from applications of theoretical results to practical situations, and Problems, offering short papers presenting problems on selected topics of computer science.
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