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Asymptotic Probability of Record Numbers in Random Walks
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作者 PENG Wenjie LI Yuqiang 《应用概率统计》 北大核心 2025年第1期17-27,共11页
In this paper,large deviations principle(LDP)and moderate deviations principle(MDP)of record numbers in random walks are studied under certain conditions.The results show that the rate functions of LDP and MDP are dif... In this paper,large deviations principle(LDP)and moderate deviations principle(MDP)of record numbers in random walks are studied under certain conditions.The results show that the rate functions of LDP and MDP are different from those of weak record numbers,which are interesting complements of the conclusions by Li and Yao[1]. 展开更多
关键词 random walk record number large deviation moderate deviation
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Quantum walks advantage on the dihedral group for uniform sampling problem
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作者 Shyam Dhamapurkar Yuhang Dang +1 位作者 Saniya Wagh Xiu-Hao Deng 《Communications in Theoretical Physics》 2025年第2期87-98,共12页
Random walk algorithms are crucial for sampling and approximation problems in statistical physics and theoretical computer science.The mixing property is necessary for Markov chains to approach stationary distribution... Random walk algorithms are crucial for sampling and approximation problems in statistical physics and theoretical computer science.The mixing property is necessary for Markov chains to approach stationary distributions and is facilitated by walks.Quantum walks show promise for faster mixing times than classical methods but lack universal proof,especially in finite group settings.Here,we investigate the continuous-time quantum walks on Cayley graphs of the dihedral group D_(2n)for odd n,generated by the smallest inverse closed symmetric subset.We present a significant finding that,in contrast to the classical mixing time on these Cayley graphs,which typically takes at least orderΩ(n^(2)log(1/2∈)),the continuous-time quantum walk mixing time on D_(2n)is of order O(n(log n)^(5)log(1/∈)),achieving a quadratic improvement over the classical case.Our paper advances the general understanding of quantum walk mixing on Cayley graphs,highlighting the improved mixing time achieved by continuous-time quantum walks on D_(2n).This work has potential applications in algorithms for a class of sampling problems based on non-abelian groups. 展开更多
关键词 continuous time quantum walks Cayley graphs non-abelian groups mixing time
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Early intelligent active assistance in walking for hemiplegic patients under suspension protection: a randomized controlled trial
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作者 Ma Shanxin Zheng Jianling +5 位作者 Cheng Jian Lin Xi Li Qiuyuan Wang Li Zeng Yangkang Song Luping 《中国组织工程研究》 北大核心 2026年第12期3075-3082,共8页
BACKGROUND:Hemiplegia,a prevalent stroke-related condition,is often studied for motor dysfunction;however,spasticity remains under-researched.Abnormal muscle tone significantly hinders hemiplegic patients’walking rec... BACKGROUND:Hemiplegia,a prevalent stroke-related condition,is often studied for motor dysfunction;however,spasticity remains under-researched.Abnormal muscle tone significantly hinders hemiplegic patients’walking recovery.OBJECTIVE:To determine whether early suspension-protected training with a personal assistant machine for stroke patients enhances walking ability and prevents muscle spasms.METHODS:Thirty-two early-stage stroke patients from Shenzhen University General Hospital and the China Rehabilitation Research Center were randomly assigned to the experimental group(n=16)and the control group(n=16).Both groups underwent 4 weeks of gait training under the suspension protection system for 30 minutes daily,5 days a week.The experimental group used the personal assistant machine during training.Three-dimensional gait analysis(using the Cortex motion capture system),Brunnstrom staging,Fugl-Meyer Assessment for lower limb motor function,Fugl-Meyer balance function,and the modified Ashworth Scale were evaluated within 1 week before the intervention and after 4 weeks of intervention.RESULTS AND CONCLUSION:After the 4-week intervention,all outcome measures showed significant changes in each group.The experimental group had a small but significant increase in the modified Ashworth Scale score(P<0.05,d=|0.15|),while the control group had a large significant increase(P<0.05,d=|1.48|).The experimental group demonstrated greater improvements in walking speed(16.5 to 38.44 cm/s,P<0.05,d=|4.01|),step frequency(46.44 to 64.94 steps/min,P<0.05,d=|2.32|),stride length(15.50 to 29.81 cm,P<0.05,d=|3.44|),and peak hip and knee flexion(d=|1.82|to|2.17|).After treatment,the experimental group showed significantly greater improvements than the control group in walking speed(38.44 vs.26.63 cm/s,P<0.05,d=|2.75|),stride length,peak hip and knee flexion(d=|1.31|to|1.45|),step frequency(64.94 vs.59.38 steps/min,P<0.05,d=|0.85|),and a reduced support phase(bilateral:24.31%vs.28.38%,P<0.05,d=|0.88|;non-paretic:66.19%vs.70.13%,P<0.05,d=|0.94|).For early hemiplegia,personal assistant machine-assisted gait training under the suspension protection system helps establish a correct gait pattern,prevents muscle spasms,and improves motor function. 展开更多
关键词 hemiplegia stroke suspension protection system personal assistant machine intelligent walking aid early rehabilitation active training walking function NEUROPLASTICITY gait analysis motor function recovery rehabilitation training balance ability
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青年City Walk的价值意蕴与路径重塑——以佛山市为例
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作者 李薇 《深圳职业技术大学学报》 2026年第1期45-50,共6页
基于“青年所需、佛山所能”逻辑,以构建青年与城市发展共同体为旨要,为佛山青年与城市画像,并积极挖掘城市漫步(City Walk)在青年群体体验升级浪潮中蕴含的独特价值。其一,City Walk贯通人与城,弘扬佛山本土文化传播,提升“新佛山人”... 基于“青年所需、佛山所能”逻辑,以构建青年与城市发展共同体为旨要,为佛山青年与城市画像,并积极挖掘城市漫步(City Walk)在青年群体体验升级浪潮中蕴含的独特价值。其一,City Walk贯通人与城,弘扬佛山本土文化传播,提升“新佛山人”的身份认同;其二,City Walk联通人与人,创新社交场景,助力佛山基层治理完善;其三,City Walk融通人与景,提供情绪疗愈,助推佛山文旅深度融合。借鉴马斯洛需求层次金字塔模型,确定青年精神层面的爱与归属、尊重及自我实现三重核心需求,重塑城市与青年协同发展的城市漫步实践路径,研发社交型城市漫步,精准服务青年爱与归属需求;设计怀旧型城市漫步,持续满足青年尊重需求;创设人文型城市漫步,深度回应青年自我实现需求,全方位滋养青年群体身心,凝聚因城市漫步而聚合的新生力量,以期“再造一个新佛山”,实现青年与城市共生共长。 展开更多
关键词 青年发展型城市 City walk 佛山 城市设计
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Decoding Quantum Search Advantage:The Critical Role of State Properties in Random Walks
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作者 Si-Qi Zhou Jin-Min Liang +3 位作者 Zi-Heng Ding Zhi-Hua Chen Shao-Ming Fei Zhi-Hao Ma 《Chinese Physics Letters》 2025年第9期88-101,共14页
Quantum algorithms have demonstrated provable speedups over classical counterparts,yet establishing a comprehensive theoretical framework to understand the quantum advantage remains a core challenge.In this work,we de... Quantum algorithms have demonstrated provable speedups over classical counterparts,yet establishing a comprehensive theoretical framework to understand the quantum advantage remains a core challenge.In this work,we decode the quantum search advantage by investigating the critical role of quantum state properties in random-walk-based algorithms.We propose three distinct variants of quantum random-walk search algorithms and derive exact analytical expressions for their success probabilities.These probabilities are fundamentally determined by specific initial state properties:the coherence fraction governs the first algorithm’s performance,while entanglement and coherence dominate the outcomes of the second and third algorithms,respectively.We show that increased coherence fraction enhances success probability,but greater entanglement and coherence reduce it in the latter two cases.These findings reveal fundamental insights into harnessing quantum properties for advantage and guide algorithm design.Our searches achieve Grover-like speedups and show significant potential for quantum-enhanced machine learning. 展开更多
关键词 derive exact analytical expressions quantum search establishing comprehensive theoretical framework understand quantum advantage quantum random walk ENTANGLEMENT success probability decode quantum search advantage COHERENCE
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以一场“精神Walk”坚守教育初心
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作者 朱叶 《留学》 2026年第3期66-67,共2页
当前,人工智能技术正悄然重塑语言学习的面貌。站在教育革新的十字路口,上海市嘉定区德富路小学英语教研组的教师们以一场坚定的“精神Walk”,一路行走、一路深耕,回归教育初心,实现了精神境界与实践能力的双向提升。她们被亲切地称为... 当前,人工智能技术正悄然重塑语言学习的面貌。站在教育革新的十字路口,上海市嘉定区德富路小学英语教研组的教师们以一场坚定的“精神Walk”,一路行走、一路深耕,回归教育初心,实现了精神境界与实践能力的双向提升。她们被亲切地称为“德小英”。 展开更多
关键词 语言学习 教育初心 精神walk 人工智能技术
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基于Random Walks算法的心脏双源CT左心房分割 被引量:6
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作者 何昌保 马秀丽 余长明 《电子测量技术》 2016年第5期75-79,共5页
针对在传统的CT介入式治疗过程中,胸腔中软组织较多软组织的厚度和注射的造影剂在心脏中呈现的不均匀分布,导致在采用CT成像的图像中胸腔内部各组织之间存在边界模糊或者确实等状况,本文提出一种采用形态重构和随机行走相结合的分割方... 针对在传统的CT介入式治疗过程中,胸腔中软组织较多软组织的厚度和注射的造影剂在心脏中呈现的不均匀分布,导致在采用CT成像的图像中胸腔内部各组织之间存在边界模糊或者确实等状况,本文提出一种采用形态重构和随机行走相结合的分割方法。首先利用形态学开闭运算对图像进行化简,并使得心脏CT腔体边界分离,进而使得各个组织组织分离,再结合Random walks算法。从而使得不需要标记太多种子点的情况下提高了分割的速度和准确性,实验证明该方法能够达到预期的目标。 展开更多
关键词 双源CT 形态学重构 RANDOM walks算法
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基于LBP的改进Random Walks算法在颅脑磁共振影像分割中的应用
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作者 刘伟 童同 +1 位作者 黄煜峰 冯焕清 《北京生物医学工程》 2013年第3期237-242,共6页
目的由于颅脑结构复杂且颅脑磁共振影像易受噪声、磁场不均匀性、部分容积效应等因素的影响,精确的脑组织分割方法仍需深入研究。方法本文提出一种基于Random Walks的改进算法以提高脑白质、脑灰质及脑脊液分割的准确性。通过引入局部... 目的由于颅脑结构复杂且颅脑磁共振影像易受噪声、磁场不均匀性、部分容积效应等因素的影响,精确的脑组织分割方法仍需深入研究。方法本文提出一种基于Random Walks的改进算法以提高脑白质、脑灰质及脑脊液分割的准确性。通过引入局部二值模式(local binary patterns,LBP)改进了传统Random Walks权重函数的构造,在反映相邻像素灰度变化信息的同时包含了局部图像的纹理信息,有利于合并同质区域并增强边缘轮廓的识别。本文还使用了灰度先验概率模型减少Random Walks种子点交互的次数。结果实验结果表明基于LBP的改进算法在多种不同水平的噪声及不均匀场作用下,能够有效识别磁共振影像中脑组织区域的边缘轮廓,并对噪声有良好的鲁棒性。结论基于LBP的改进Random Walks算法可精确分割颅脑磁共振影像。 展开更多
关键词 随机游走 局部二值模式 先验概率 脑组织 分割
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Exact scaling for the mean first-passage time of random walks on a generalized Koch network with a trap 被引量:2
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作者 张静远 孙伟刚 陈关荣 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第3期525-529,共5页
In this paper, we study the scaling for the mean first-passage time (MFPT) of the random walks on a generalized Koch network with a trap. Through the network construction, where the initial state is transformed from... In this paper, we study the scaling for the mean first-passage time (MFPT) of the random walks on a generalized Koch network with a trap. Through the network construction, where the initial state is transformed from a triangle to a polygon, we obtain the exact scaling for the MFPT. We show that the MFPT grows linearly with the number of nodes and the dimensions of the polygon in the large limit of the network order. In addition, we determine the exponents of scaling efficiency characterizing the random walks. Our results are the generalizations of those derived for the Koch network, which shed light on the analysis of random walks over various fractal networks. 展开更多
关键词 mean first-passage time random walks Koch networks
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A Community Detection Algorithm Based on Markov Random Walks Ants in Complex Network 被引量:1
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作者 MA Jian FAN Jianping +1 位作者 LIU FengLI Honghui 《Journal of Shanghai Jiaotong university(Science)》 EI 2019年第1期71-77,共7页
Complex networks display community structures. Nodes within groups are densely connected but among groups are sparsely connected. In this paper, an algorithm is presented for community detection named Markov Random Wa... Complex networks display community structures. Nodes within groups are densely connected but among groups are sparsely connected. In this paper, an algorithm is presented for community detection named Markov Random Walks Ants(MRWA). The algorithm is inspired by Markov random walks model theory, and the probability of ants located in any node within a cluster will be greater than that located outside the cluster.Through the random walks, the network structure is revealed. The algorithm is a stochastic method which uses the information collected during the traverses of the ants in the network. The algorithm is validated on different datasets including computer-generated networks and real-world networks. The outcome shows the algorithm performs moderately quickly when providing an acceptable time complexity and its result appears good in practice. 展开更多
关键词 complex network community detection Markov chain random walk
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Efficient quantum private comparison protocol based on one direction discrete quantum walks on the circle 被引量:1
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作者 Jv-Jie Wang Zhao Dou +2 位作者 Xiu-Bo Chen Yu-Ping Lai Jian Li 《Chinese Physics B》 SCIE EI CAS CSCD 2022年第5期150-156,共7页
We propose an efficient quantum private comparison protocol firstly based on one direction quantum walks.With the help of one direction quantum walk,we develop a novel method that allows the semi-honest third party to... We propose an efficient quantum private comparison protocol firstly based on one direction quantum walks.With the help of one direction quantum walk,we develop a novel method that allows the semi-honest third party to set a flag to judge the comparing result,which improves the qubit efficiency and the maximum quantity of the participants’secret messages.Besides,our protocol can judge the size of the secret messages,not only equality.Furthermore,the quantum walks particle is disentangled in the initial state.It only requires a quantum walks operator to move,making our proposed protocol easy to implement and reducing the quantum resources.Through security analysis,we prove that our protocol can withstand well-known attacks and brute-force attacks.Analyses also reveal that our protocol is correct and practical. 展开更多
关键词 quantum private comparison protocol one direction quantum walks EFFICIENCY brute-force attack
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Scaling Properties of Field-Induced Superdiffusion in Continuous Time Random Walks
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作者 R.Burioni G.Gradenigo +2 位作者 A.Sarracino A.Vezzani A.Vulpiani 《Communications in Theoretical Physics》 SCIE CAS CSCD 2014年第10期514-520,共7页
We consider a broad class of Continuous Time Random Walks(CTRW) with large fluctuations effects in space and time distributions: a random walk with trapping, describing subdiffusion in disordered and glassy materials,... We consider a broad class of Continuous Time Random Walks(CTRW) with large fluctuations effects in space and time distributions: a random walk with trapping, describing subdiffusion in disordered and glassy materials,and a L′evy walk process, often used to model superdiffusive effects in inhomogeneous materials. We derive the scaling form of the probability distributions and the asymptotic properties of all its moments in the presence of a field by two powerful techniques, based on matching conditions and on the estimate of the contribution of rare events to power-law tails in a field. 展开更多
关键词 ANOMALOUS DIFFUSION CTRW L′evy walks
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文本类型理论视角下She Walks in Beauty的两个汉译本
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作者 王瑶 《海外英语》 2014年第10X期162-163,172,共3页
She Walks in Beauty是英国著名诗人拜伦脍炙人口的一首抒情诗,塑造了温柔、善良、理想的美的女性形象,表达了诗人自己对于美好事物的追求。该文拟选取德国功能翻译派的文本类型理论这一新视角,对该诗的两个汉译本《她身披美丽而行》和... She Walks in Beauty是英国著名诗人拜伦脍炙人口的一首抒情诗,塑造了温柔、善良、理想的美的女性形象,表达了诗人自己对于美好事物的追求。该文拟选取德国功能翻译派的文本类型理论这一新视角,对该诗的两个汉译本《她身披美丽而行》和《伊人倩影》做出对比分析,从而得出赖斯提出的文本类型理论不仅可以指导诗歌翻译的翻译策略和方法,也对诗歌不同译本的评析具有重要的意义。 展开更多
关键词 功能翻译理论 文本类型理论 诗歌翻译 SHE walks in BEAUTY 文本
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A Relationship between the Walks and the Semi-Edge Walks of Graphs
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作者 Peng HUANG Wai Chee SHIU Pak Kiu SUN 《Journal of Mathematical Research with Applications》 CSCD 2017年第5期520-526,共7页
We establish a relation between the number of semi-edge walks of a connected graph and the number of walks of two auxiliary graphs. In addition, this relation gives upper bounds on the signless Laplacian spectral radi... We establish a relation between the number of semi-edge walks of a connected graph and the number of walks of two auxiliary graphs. In addition, this relation gives upper bounds on the signless Laplacian spectral radius of connected graphs and planar graphs. 展开更多
关键词 walks semi-edge walks signless Laplacian spectral radius planar graphs.
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Disorder and decoherence in coined quantum walks
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作者 张融 秦豪 +1 位作者 唐宝 薛鹏 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第11期64-75,共12页
This article aims to provide a review on quantum walks. Starting form a basic idea of discrete-time quantum walks, we will review the impact of disorder and decoherence on the properties of quantum walks. The evolutio... This article aims to provide a review on quantum walks. Starting form a basic idea of discrete-time quantum walks, we will review the impact of disorder and decoherence on the properties of quantum walks. The evolution of the standard quantum walks is deterministic and disorder introduces randomness to the whole system and change interference pattern leading to the localization effect. Whereas, decoherence plays the role of transmitting quantum walks to classical random walks. 展开更多
关键词 quantum walk DISORDER DECOHERENCE
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The entanglement of deterministic aperiodic quantum walks
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作者 Ting-Ting Liu Ya-Yun Hu +2 位作者 Jing Zhao Ming Zhong Pei-Qing Tong 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第12期77-84,共8页
We study the entanglement between the internal(coin)and the external(position)degrees of freedom in the dynamic and the static deterministic aperiodic quantum walks(QWs).For the dynamic(static)aperiodic QWs,the coin d... We study the entanglement between the internal(coin)and the external(position)degrees of freedom in the dynamic and the static deterministic aperiodic quantum walks(QWs).For the dynamic(static)aperiodic QWs,the coin depends on the time(position)and takes two coins C(α)and C(β)arranged in the two classes of generalized Fibonacci(GF)and the Thue–Morse(TM)sequences.We found that for the dynamic QWs,the entanglement of three kinds of the aperiodic QWs are close to the maximal value,which are all much larger than that of the homogeneous QWs.Further,the first class of GF(1st GF)QWs can achieve the maximum entangled state,which is similar to that of the dynamic disordered QWs.And the entanglement of 1st GF QWs is greater than that of the TM QWs,being followed closely by the entanglement of the second class of GF(2nd GF)QWs.For the static QWs,the entanglement of three kinds of the aperiodic QWs are also close to the maximal value and 1st GF QWs can achieve the maximum entangled state.The entanglement of the TM QWs is between1st GF QWs and 2nd GF QWs.However,the entanglement of the static disordered QWs is less than that of three kinds of the aperiodic QWs.This is different from those of the dynamic QWs.From these results,we can conclude that the dynamic and static 1st GF QWs can also be considered as maximal entanglement generators. 展开更多
关键词 quantum walks quantum entanglement aperiodic entanglement production
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Experimental realization of one-dimensional optical quantum walks
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作者 薛鹏 秦豪 +3 位作者 唐宝 詹翔 边志浩 李剑 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第11期194-197,共4页
We analyze the process of a discrete-time quantum walk over 4 steps and 5 positions with linear optics elements. The quantum walk is characterized by a ballistic spread of wavepackets along 4 steps. By employing diffe... We analyze the process of a discrete-time quantum walk over 4 steps and 5 positions with linear optics elements. The quantum walk is characterized by a ballistic spread of wavepackets along 4 steps. By employing different initial coin states, we observe non-Gaussian distribution of the walkers' finial position, which characterizes a quadratic enhancement of the spread of photon wavepackets compared to a classical random walk. By introducing controllable decoherence, we observe the quantum-to-classical transmission in a quantum walk architecture. 展开更多
关键词 quantum walk quantum-to-classical transmission DECOHERENCE
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Disordered quantum walks in two-dimensional lattices
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作者 张融 徐韵秋 薛鹏 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第1期157-164,共8页
The properties of the two-dimensional quantum walk with point, line, and circle disorders in phase are reported.Localization is observed in the two-dimensional quantum walk with certain phase disorder and specific ini... The properties of the two-dimensional quantum walk with point, line, and circle disorders in phase are reported.Localization is observed in the two-dimensional quantum walk with certain phase disorder and specific initial coin states.We give an explanation of the localization behavior via the localized stationary states of the unitary operator of the walker+ coin system and the overlap between the initial state of the whole system and the localized stationary states. 展开更多
关键词 quantum walk Anderson localization phase disorder
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Non-Markovian decoherent quantum walks
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作者 薛鹏 张永生 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第7期56-63,共8页
Quantum walks act in obviously different ways from their classical counterparts, but decoherence will lessen and close this gap between them. To understand this process, it is necessary to investigate the evolution of... Quantum walks act in obviously different ways from their classical counterparts, but decoherence will lessen and close this gap between them. To understand this process, it is necessary to investigate the evolution of quantum walks under different decoherence situations. In this article, we study a non-Markovian decoherent quantum walk on a line. In a short time regime, the behavior of the walk deviates from both ideal quantum walks and classical random walks. The position variance as a measure of the quantum walk collapses and revives for a short time, and tends to have a linear relation with time. That is, the walker’s behavior shows a diffusive spread over a long time limit, which is caused by non-Markovian dephasing affecting the quantum correlations between the quantum walker and his coin. We also study both quantum discord and measurement-induced disturbance as measures of the quantum correlations, and observe both collapse and revival in the short time regime, and the tendency to be zero in the long time limit. Therefore, quantum walks with non-Markovian decoherence tend to have diffusive spreading behavior over long time limits, while in the short time regime they oscillate between ballistic and diffusive spreading behavior, and the quantum correlation collapses and revives due to the memory effect. 展开更多
关键词 non-Markovian decoherence quantum walks quantum correlations
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Localization of quantum walks on finite graphs
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作者 胡杨熠 陈平形 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第12期168-173,共6页
We analyze the localization of quantum walks on a one-dimensional finite graph using vector-distance. We first vectorize the probability distribution of a quantum walker in each node. Then we compute out the probabili... We analyze the localization of quantum walks on a one-dimensional finite graph using vector-distance. We first vectorize the probability distribution of a quantum walker in each node. Then we compute out the probability distribution vectors of quantum walks in infinite and finite graphs in the presence of static disorder respectively, and get the distance between these two vectors. We find that when the steps taken are small and the boundary condition is tight, the localization between the infinite and finite cases is greatly different. However, the difference is negligible when the steps taken are large or the boundary condition is loose. It means quantum walks on a one-dimensional finite graph may also suffer from localization in the presence of static disorder. Our approach and results can be generalized to analyze the localization of quantum walks in higher-dimensional cases. 展开更多
关键词 localization of quantum walks vector distance static disorder boundary conditions
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