The Hidden Subgroup Problem and Quantum Computation Using Group Representations

The hidden subgroup problem is the foundation of many quantum algorithms. An efficient solution is known for the problem over abelian groups, employed by both Simon's algorithm and Shor's factoring and discrete log algorithms. The nonabelian case, however, remains open; an efficient solution would give rise to an efficient quantum algorithm for graph isomorphism. We fully analyze a natural generalization of the algorithm for the abelian case to the nonabelian case and show that the algorithm determines the normal core of a hidden subgroup: in particular, normal subgroups can be determined. We show, however, that this immediate generalization of the abelian algorithm does not efficiently solve graph isomorphism.

[1]  Scott Aaronson,et al.  Quantum lower bounds for the collision and the element distinctness problems , 2004, JACM.

[2]  B. Sagan The Symmetric Group , 2001 .

[3]  Sean Hallgren,et al.  Quantum Fourier sampling simplified , 1999, STOC '99.

[4]  Sean Hallgren,et al.  An improved quantum Fourier transform algorithm and applications , 2000, Proceedings 41st Annual Symposium on Foundations of Computer Science.

[5]  Alexei Y. Kitaev,et al.  Quantum measurements and the Abelian Stabilizer Problem , 1995, Electron. Colloquium Comput. Complex..

[6]  Alexander Russell,et al.  The complexity of solving equations over finite groups , 1999, Proceedings. Fourteenth Annual IEEE Conference on Computational Complexity (Formerly: Structure in Complexity Theory Conference) (Cat.No.99CB36317).

[7]  T. Beth,et al.  Polynomial-Time Solution to the Hidden Subgroup Problem for a Class of non-abelian Groups , 1998, quant-ph/9812070.

[8]  Robert Beals,et al.  Quantum computation of Fourier transforms over symmetric groups , 1997, STOC '97.

[9]  J. Köbler,et al.  The Graph Isomorphism Problem: Its Structural Complexity , 1993 .

[10]  Richard J. Lipton,et al.  Quantum Cryptanalysis of Hidden Linear Functions (Extended Abstract) , 1995, CRYPTO.

[11]  Umesh V. Vazirani,et al.  Quantum mechanical algorithms for the nonabelian hidden subgroup problem , 2001, STOC '01.

[12]  A. Kitaev Quantum computations: algorithms and error correction , 1997 .

[13]  Mark Ettinger,et al.  On Quantum Algorithms for Noncommutative Hidden Subgroups , 2000, Adv. Appl. Math..

[14]  Richard Cleve,et al.  Fast parallel circuits for the quantum Fourier transform , 2000, Proceedings 41st Annual Symposium on Foundations of Computer Science.

[15]  Daniel R. Simon,et al.  On the power of quantum computation , 1994, Proceedings 35th Annual Symposium on Foundations of Computer Science.

[16]  Noga Alon,et al.  The Probabilistic Method , 2015, Fundamentals of Ramsey Theory.

[17]  Martin Rötteler,et al.  Fast Quantum Fourier Transforms for a Class of Non-Abelian Groups , 1999, AAECC.

[18]  Michele Mosca,et al.  The Hidden Subgroup Problem and Eigenvalue Estimation on a Quantum Computer , 1998, QCQC.

[19]  P. Diaconis,et al.  Efficient computation of the Fourier transform on finite groups , 1990 .

[20]  J. Rotman An Introduction to the Theory of Groups , 1965 .

[21]  Rajeev Motwani,et al.  Randomized Algorithms , 1995, SIGA.

[22]  P. Høyer,et al.  A Quantum Observable for the Graph Isomorphism Problem , 1999, quant-ph/9901029.

[23]  A. Terras Fourier Analysis on Finite Groups and Applications: Index , 1999 .

[24]  Frédéric Magniez,et al.  Efficient quantum algorithms for some instances of the non-Abelian hidden subgroup problem , 2001, SPAA '01.

[25]  E. Knill,et al.  Hidden Subgroup States are Almost Orthogonal , 1999, quant-ph/9901034.

[26]  Alexander Russell,et al.  Normal subgroup reconstruction and quantum computation using group representations , 2000, STOC '00.

[27]  Jean-Pierre Serre,et al.  Linear representations of finite groups , 1977, Graduate texts in mathematics.

[28]  J. M. Ettinger,et al.  Quantum State Detection via Elimination , 1999, quant-ph/9905099.

[29]  Peter W. Shor,et al.  Polynomial-Time Algorithms for Prime Factorization and Discrete Logarithms on a Quantum Computer , 1995, SIAM Rev..