Quantum Algorithms Revisited

Quantum Algorithms Revisited

1996 | R. Cleve, A. Ekert, C. Macchiavello, M. Mosca
This paper revisits quantum algorithms by examining them through the lens of multi-particle interference. It shows how quantum algorithms can be understood as multi-particle interferometers, where phase shifts from quantum gates create interference patterns that enhance correct outcomes and suppress erroneous ones. The authors review and improve existing quantum algorithms, demonstrating their connection to quantum phase estimation. They provide an explicit algorithm for generating any prescribed interference pattern with arbitrary precision. The paper begins by introducing quantum computation as a process involving multi-particle interference, which is inherently quantum and differs from classical interference. It then discusses Deutsch's problem, which demonstrates how interference patterns can be used to solve computational problems. The authors show that quantum algorithms can solve Deutsch's problem with a single function evaluation, unlike classical methods that require multiple evaluations. The paper then generalizes Deutsch's problem to Boolean functions and presents algorithms for determining whether a function is constant or balanced. It also discusses the quantum Fourier transform (QFT) and its role in quantum algorithms, showing how it can be used to estimate arbitrary phases. The authors describe a phase estimation algorithm based on the QFT, which is central to Shor's algorithm for factoring and finding discrete logarithms. The paper also presents an algorithm for the order-finding problem, which is used to factor integers. It shows how the QFT can be used to estimate the order of an element in a group, which is essential for Shor's algorithm. The authors also describe a universal construction for generating arbitrary interference patterns with arbitrary precision, which can be applied to various quantum algorithms. The paper concludes by emphasizing the importance of multi-particle interference in quantum algorithms and its potential for developing new and improved algorithms. It highlights the similarity in structure among various quantum algorithms when viewed through the lens of multi-particle interference and the role of the QFT in enabling efficient phase estimation. The authors also mention the broader implications of these findings for quantum computing and cryptography.This paper revisits quantum algorithms by examining them through the lens of multi-particle interference. It shows how quantum algorithms can be understood as multi-particle interferometers, where phase shifts from quantum gates create interference patterns that enhance correct outcomes and suppress erroneous ones. The authors review and improve existing quantum algorithms, demonstrating their connection to quantum phase estimation. They provide an explicit algorithm for generating any prescribed interference pattern with arbitrary precision. The paper begins by introducing quantum computation as a process involving multi-particle interference, which is inherently quantum and differs from classical interference. It then discusses Deutsch's problem, which demonstrates how interference patterns can be used to solve computational problems. The authors show that quantum algorithms can solve Deutsch's problem with a single function evaluation, unlike classical methods that require multiple evaluations. The paper then generalizes Deutsch's problem to Boolean functions and presents algorithms for determining whether a function is constant or balanced. It also discusses the quantum Fourier transform (QFT) and its role in quantum algorithms, showing how it can be used to estimate arbitrary phases. The authors describe a phase estimation algorithm based on the QFT, which is central to Shor's algorithm for factoring and finding discrete logarithms. The paper also presents an algorithm for the order-finding problem, which is used to factor integers. It shows how the QFT can be used to estimate the order of an element in a group, which is essential for Shor's algorithm. The authors also describe a universal construction for generating arbitrary interference patterns with arbitrary precision, which can be applied to various quantum algorithms. The paper concludes by emphasizing the importance of multi-particle interference in quantum algorithms and its potential for developing new and improved algorithms. It highlights the similarity in structure among various quantum algorithms when viewed through the lens of multi-particle interference and the role of the QFT in enabling efficient phase estimation. The authors also mention the broader implications of these findings for quantum computing and cryptography.
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