dorsal/arxiv
View SchemaQuantum Finite Automata and Weighted Automata
| Authors | M. V. Panduranga Rao, V. Vinay |
|---|---|
| Categories | |
| ArXiv ID | quant-ph/0701144 |
| URL | https://arxiv.org/abs/quant-ph/0701144 |
Abstract
Quantum finite automata derive their strength by exploiting interference in complex valued probability amplitudes. Of particular interest is the 2-way model of Ambainis and Watrous that has both quantum and classical states (2QCFA) [A. Ambainis and J. Watrous, Two-way finite automata with quantum and classical state, Theoretical Computer Science, 287(1), pp. 299-311, 2002], since it combines the advantage of the power of interference in a constant-sized quantum system with a 2-way head. This paper is a step towards finding the least powerful model which is purely classical and can mimic the dynamics of quantum phase. We consider weighted automata with the Cortes-Mohri definition of language recognition [C. Cortes and M. Mohri, Context-Free Recognition with Weighted Automata, Grammars 3(2/3), pp. 133-150, 2000] as a candidate model for simulating 2QCFA. Given any 2QCFA that (i) uses the accept-reject-continue observable, (ii) recognizes a language with one-sided error and (iii) the entries of whose unitary matrices are algebraic complex numbers, we show a method of constructing a weighted automaton over $\mathbb{C}$ that simulates it efficiently.
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"abstract": "Quantum finite automata derive their strength by exploiting interference in\ncomplex valued probability amplitudes. Of particular interest is the 2-way\nmodel of Ambainis and Watrous that has both quantum and classical states\n(2QCFA) [A. Ambainis and J. Watrous, Two-way finite automata with quantum and\nclassical state, Theoretical Computer Science, 287(1), pp. 299-311, 2002],\nsince it combines the advantage of the power of interference in a\nconstant-sized quantum system with a 2-way head.\n This paper is a step towards finding the least powerful model which is purely\nclassical and can mimic the dynamics of quantum phase. We consider weighted\nautomata with the Cortes-Mohri definition of language recognition [C. Cortes\nand M. Mohri, Context-Free Recognition with Weighted Automata, Grammars 3(2/3),\npp. 133-150, 2000] as a candidate model for simulating 2QCFA.\n Given any 2QCFA that (i) uses the accept-reject-continue observable, (ii)\nrecognizes a language with one-sided error and (iii) the entries of whose\nunitary matrices are algebraic complex numbers, we show a method of\nconstructing a weighted automaton over $\\mathbb{C}$ that simulates it\nefficiently.",
"arxiv_id": "quant-ph/0701144",
"authors": [
"M. V. Panduranga Rao",
"V. Vinay"
],
"categories": [
"quant-ph"
],
"title": "Quantum Finite Automata and Weighted Automata",
"url": "https://arxiv.org/abs/quant-ph/0701144"
},
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