Lecture Notes in Computer Science, 2008, Volume 4848/2008, 26-35, DOI: 10.1007/978-3-540-77962-9_3

Constant-Size Tileset for Solving an NP-Complete Problem in Nondeterministic Linear Time

Yuriy Brun

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Abstract

The tile assembly model, a formal model of crystal growth, is of special interest to computer scientists and mathematicians because it is universal [1]. Therefore, tile assembly model systems can compute all the functions that computers compute. In this paper, I formally define what it means for a system to nondeterministically decide a set, and present a system that solves an NP-complete problem called SubsetSum. Because of the nature of NP-complete problems, this system can be used to solve all NP problems in polynomial time, with high probability. While the proof that the tile assembly model is universal [2] implies the construction of such systems, those systems are in some sense “large” and “slow.” The system presented here uses 49 = Θ(1) different tiles and computes in time linear in the input size. I also propose how such systems can be leveraged to program large distributed software systems.

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