English

Algoritmo de Contagem Qu\^antico Aplicado ao Grafo Bipartido Completo

Quantum Physics 2023-12-08 v1

Abstract

Studies on Quantum Computing have been developed since the 1980s, motivating researches on quantum algorithms better than any classical algorithm possible. An example of such algorithms is Grover's algorithm, capable of finding kk (marked) elements in an unordered database with NN elements using O(N/k)O(\sqrt{N/k}) steps. Grover's algorithm can be interpreted as a quantum walk in a complete graph (with loops) containing NN vertices from which kk are marked. This interpretation motivated search algorithms in other graphs -- complete bipartite graph, grid, and hypercube. Using Grover's algorithm's linear operator, the quantum counting algorithm estimates the value of kk with an error of O(k)O(\sqrt{k}) using O(N)O(\sqrt{N}) steps. This work tackles the problem of using the quantum counting algorithm for estimating the value kk of marked elements in other graphs; more specifically, the complete bipartite graph. It is concluded that for a particular case, running the proposed algorithm at most tt times wields an estimation of kk with an error of O(k)O(\sqrt{k}) using O(tN)O(t\sqrt{N}) steps and success probability of at least (12t)8/π2(1 - 2^{-t})8/\pi^2.

Keywords

Cite

@article{arxiv.2312.03768,
  title  = {Algoritmo de Contagem Qu\^antico Aplicado ao Grafo Bipartido Completo},
  author = {Gustavo Alves Bezerra},
  journal= {arXiv preprint arXiv:2312.03768},
  year   = {2023}
}

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Master Thesis in Portuguese