Discrete-time Quantum Walks Via Interchange Framework and Memory in Quantum Evolution

Discrete-time Quantum Walks Via Interchange Framework and Memory in Quantum Evolution
Author :
Publisher :
Total Pages : 142
Release :
ISBN-10 : OCLC:796040290
ISBN-13 :
Rating : 4/5 ( Downloads)

Book Synopsis Discrete-time Quantum Walks Via Interchange Framework and Memory in Quantum Evolution by : Zlatko Dimcovic

Download or read book Discrete-time Quantum Walks Via Interchange Framework and Memory in Quantum Evolution written by Zlatko Dimcovic and published by . This book was released on 2012 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the newer and rapidly developing approaches in quantum computing is based on "quantum walks," which are quantum processes on discrete space that evolve in either discrete or continuous time and are characterized by mixing of components at each step. The idea emerged in analogy with the classical random walks and stochastic techniques, but these unitary processes are very different even as they have intriguing similarities. This thesis is concerned with study of discrete-time quantum walks. The original motivation from classical Markov chains required for discrete-time quantum walks that one adds an auxiliary Hilbert space, unrelated to the one in which the system evolves, in order to be able to mix components in that space and then take the evolution steps accordingly (based on the state in that space). This additional, "coin," space is very often an internal degree of freedom like spin. We have introduced a general framework for construction of discrete-time quantum walks in a close analogy with the classical random walks with memory that is rather different from the standard "coin" approach. In this method there is no need to bring in a different degree of freedom, while the full state of the system is still described in the direct product of spaces (of states). The state can be thought of as an arrow pointing from the previous to the current site in the evolution, representing the one-step memory. The next step is then controlled by a single local operator assigned to each site in the space, acting quite like a scattering operator. This allows us to probe and solve some problems of interest that have not had successful approaches with "coined" walks. We construct and solve a walk on the binary tree, a structure of great interest but until our result without an explicit discrete time quantum walk, due to difficulties in managing coin spaces necessary in the standard approach. Beyond algorithmic interests, the model based on memory allows one to explore effects of history on the quantum evolution and the subtle emergence of classical features as "memory" is explicitly kept for additional steps. We construct and solve a walk with an additional correlation step, finding interesting new features. On the other hand, the fact that the evolution is driven entirely by a local operator, not involving additional spaces, enables us to choose the Fourier transform as an operator completely controlling the evolution. This in turn allows us to combine the quantum walk approach with Fourier transform based techniques, something decidedly not possible in classical computational physics. We are developing a formalism for building networks manageable by walks constructed with this framework, based on the surprising efficiency of our framework in discovering internals of a simple network that we so far solved. Finally, in line with our expectation that the field of quantum walks can take cues from the rich history of development of the classical stochastic techniques, we establish starting points for the work on non-Abelian quantum walks, with a particular quantum walk analog of the classical "card shuffling," the walk on the permutation group. In summary, this thesis presents a new framework for construction of discrete time quantum walks, employing and exploring memoried nature of unitary evolution. It is applied to fully solving the problems of: A walk on the binary tree and exploration of the quantum-to-classical transition with increased correlation length (history). It is then used for simple network discovery, and to lay the groundwork for analysis of complex networks, based on combined power of efficient exploration of the Hilbert space (as a walk mixing components) and Fourier transformation (since we can choose this for the evolution operator). We hope to establish this as a general technique as its power would be unmatched by any approaches available in the classical computing. We also looked at the promising and challenging prospect of walks on non-Abelian structures by setting up the problem of "quantum card shuffling," a quantum walk on the permutation group. Relation to other work is thoroughly discussed throughout, along with examination of the context of our work and overviews of our current and future work.


Discrete-time Quantum Walks Via Interchange Framework and Memory in Quantum Evolution Related Books

Discrete-time Quantum Walks Via Interchange Framework and Memory in Quantum Evolution
Language: en
Pages: 142
Authors: Zlatko Dimcovic
Categories: Markov processes
Type: BOOK - Published: 2012 - Publisher:

DOWNLOAD EBOOK

One of the newer and rapidly developing approaches in quantum computing is based on "quantum walks," which are quantum processes on discrete space that evolve i
Discrete-time Quantum Walk - Dynamics and Applications
Language: en
Pages: 171
Authors: Chandrashekar Madaiah
Categories:
Type: BOOK - Published: 2010 - Publisher:

DOWNLOAD EBOOK

This dissertation presents investigations on dynamics of discrete-time quantum walk and some of its applications. Quantum walks has been exploited as an useful
Unconventional Computing 2007
Language: en
Pages: 348
Authors: Andrew Adamatzky
Categories: Computers
Type: BOOK - Published: 2007 - Publisher: Luniver Press

DOWNLOAD EBOOK

Unconventional computing is the quest for groundbreaking new algorithms and computing architectures based on and inspired by the principles of information proce
Physical Implementation of Quantum Walks
Language: en
Pages: 252
Authors: Kia Manouchehri
Categories: Computers
Type: BOOK - Published: 2013-08-23 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Given the extensive application of random walks in virtually every science related discipline, we may be at the threshold of yet another problem solving paradig
Supervised Learning with Quantum Computers
Language: en
Pages: 293
Authors: Maria Schuld
Categories: Science
Type: BOOK - Published: 2018-08-30 - Publisher: Springer

DOWNLOAD EBOOK

Quantum machine learning investigates how quantum computers can be used for data-driven prediction and decision making. The books summarises and conceptualises