Abstract
Among the transformations used in quantum computing the discrete Fourier transform (DFT) plays a key role. A striking fact is that the computational complexity of the DFT with respect to the quantum gate model is polylogarithmic in the length of the input data. In this paper we consider approximate Fourier transformations which are obtained by pruning the twiddle factors of DFT. A parameter is used which determines the level of pruning. The extreme cases are no pruning, which leads to the DFT, and complete pruning, which leads to the Hadamard transform. Our main result is to give a representation-theoretical interpretation of the transformation obtained for all intermediate levels of pruning. We show that the resulting approximate quantum Fourier transforms are basefield transformations, i. e., they decompose the regular representation of the cyclic group over non-splitting fields.
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Aharonov, D., Landau, Z., Makowsky, J.: The quantum FFT can be classically simulated. ArXiv quant-ph/0611156 (2006) (preprint)
Barenco, A., Bennett, C.H., Cleve, R., DiVincenzo, D.P., Margolus, N., Shor, P., Sleator, T., Smolin, J.A., Weinfurter, H.: Elementary gates for quantum computation. Phys. Rev. A 52(5), 3457–3467 (1995)
Barenco, A., Ekert, A., Suominen, K.-A., Törmä, P.: Approximate qantum Fourier transform and decoherence. Phys. Rev. A 54(1), 139–146 (1996)
Bernstein, E., Vazirani, U.: Quantum complexity theory. SIAM J. Comput. 26(5), 1411–1473 (1997)
Beth, Th.: Verfahren der Schnellen Fourier transformation. Teubner (1984)
Beth, Th.: On the computational complexity of the general discrete Fourier transform. Theor. Comput. Sci. 51, 331–339 (1987)
Beth, Th., Fumy, W., Mühlfeld, R.: Zur algebraischen diskreten Fourier-Transformation. Arch. Math. 40, 238–244 (1983)
Beth, Th., Rötteler, M.: Quantum algorithms: applicable algebra and quantum physics. In: Quantum Information: An Introduction to Basic Theoretical Concepts and Experiments, vol.173, Springer Texts in Modern Physics, pp. 96–150. Springer, Heidelberg (2001)
Brassard, G., Høyer, P.: An exact polynomial-time algorithm for Simon’s problem. In: Proceedings of Fifth Israeli Symposium on Theory of Computing and Systems (ISTCS), pp. 12–23. IEEE Computer Society Press (1997)
Cheung, D.: Using generalized quantum Fourier transforms in quantum phase estimation algorithms. PhD thesis, University of Waterloo (2003)
Cheung, D.: Improved bounds for the approximate QFT. In: Proceedings of the Winter International Symposium on Information and Communication Technologies (WISICT’04), vol.58. ACM International Conference Proceeding Series, pp. 1–6, Cancun, Mexico (2004)
Cleve, R., Ekert, A., Macchiavello, C., Mosca, M.: Quantum algorithms revisited. Proc. R. Soc. Lond. Ser. A 454(1969), 339–354 (1998)
Cleve, R., Watrous, J.: Fast parallel circuits for the quantum Fourier transform. In: Proceedings of the 41st Annual Symposium on Foundations of Computer Science (FOCS’00), pp. 526–536. IEEE Computer Society (2000)
Cooley, J.W., Tukey, J.W.: An algorithm for the machine calculation of complex Fourier series. Math. Comput. 19, 297–301 (1965)
Coppersmith, D.: An approximate Fourier transform useful in quantum factoring. Technical Report RC 19642, IBM Research Division, see also ArXiv preprint quant-ph/0201067 (1994)
Curtis, W.C., Reiner, I.: Representation Theory of Finite Groups and Algebras. Wiley, London (1962)
Golub, G., Van Loan, Ch.F.: Matrix Computations. The Johns Hopkins University Press, Baltimore (1996)
Griffiths, R., Niu, C.: Semiclassical Fourier transform for quantum computation. Phys. Rev. Lett. 76(17), 3228–3231 (1996)
Grohmann, B.: Slim normal bases and basefield transforms. Appl. Algebra Eng. Commun. Comput. 18, 397–406 (2007)
Hales, L., Hallgren, S.: Quantum Fourier sampling simplified. In: Proceedings of the Symposium on Theory of Computing (STOC’99), pp. 330–338 (1999)
Hales, L., Hallgren, S.: An improved quantum Fourier transform algorithm and applications. In: Proceedings of the 41st Annual Symposium on Foundations of Computer Science (FOCS’00), pp. 515–525. IEEE Computer Society (2000)
Hallgren, S.: Polynomial-time quantum algorithms for Pell’s equation and the principal ideal problem. J. ACM 54(1), 1–19 (2007)
Hong, J., Vetterli, M., Duhamel, P.: Basefield transforms with the convolution property. Proc. IEEE 82(3), 400–412 (1994)
Jozsa, R.: Quantum algorithms and the Fourier transform. Proc. R. Soc. Lond. A 454, 323–337 (1998)
Kitaev, A.Yu.: Quantum measurements and the abelian stabilizer problem. ArXiv quant–ph/9511026 (1995) (preprint)
Kitaev, A.Yu.: Quantum computations: algorithms and error correction. Russ. Math. Surv. 52(6), 1191–1249 (1997)
Klappenecker, A.: Basefield transforms derived from character tables. In: Proceedings of the 1997 International Conference on Acoustics, Speech, and Signal Processing (ICASSP’97), pp. 1997–2000 (1997)
Lang, S.: Algebra. Addison-Wesley, Reading (1993)
Mosca, M., Ekert, A.: The hidden subgroup problem and eigenvalue estimation on a quantum computer. In: Quantum Computing and Quantum Communications, QCQC’98, Palm Springs, vol. 1509, Lecture Notes in Computer Science, pp. 174–188. Springer, Heidelberg (1998)
Nielsen, M., Chuang, I.: Quantum Computation and Quantum Information. Cambridge University Press, Cambridge (2000)
Shor, P.W.: Algorithms for quantum computation: discrete logarithm and factoring. In: Proceedings of the 35th Annual Symposium on Foundations of Computer Science, pp. 124–134, Los Alamitos. Institute of Electrical and Electronic Engineers Computer Society Press (1994)
Steidl, G.: Generalization of the algebraic discrete Fourier transform with application to fast convolutions. Linear Algebra Appl. 139, 181–206 (1990)
Yoran, N., Short, A.J.: Efficient classical simulation of the approximate quantum Fourier transform. ArXiv quant–ph/0611241 (2006) (preprint)
Zilic, Z., Radecka, K.: Scaling and better approximating quantum Fourier transforms by higher radices. IEEE Trans. Comput. 56(2), 202–207 (2007)
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Thomas Beth passed away on August 17, 2005. The results presented here had been obtained in joint work with him and had been included into the first author’s Ph.D. thesis. These results have not been published yet.
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Rötteler, M., Beth, T. Representation-theoretical properties of the approximate quantum Fourier transform. AAECC 19, 177–193 (2008). https://doi.org/10.1007/s00200-008-0072-2
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DOI: https://doi.org/10.1007/s00200-008-0072-2