量子信息科学期刊(英文)最新文献_第4页

Quantum Machine Learning 量子机器学习

量子信息科学期刊(英文) Pub Date : 2021-01-01 DOI: 10.1007/978-1-4842-6522-2_5

M. Schuld, Francesco Petruccione

引用次数: 2

Neither Incomplete nor Non-Local, Just Entangled 既不是不完全也不是非局部，只是纠缠

量子信息科学期刊(英文) Pub Date : 2021-01-01 DOI: 10.4236/jqis.2021.114012

Franz Kohl

引用次数: 0

Index 指数

量子信息科学期刊(英文) Pub Date : 2021-01-01 DOI: 10.1016/b978-0-12-821982-9.20001-4

引用次数: 0

A New Path to Create Solutions for Quantum Annealing Problems 量子退火问题求解的新途径

量子信息科学期刊(英文) Pub Date : 2021-01-01 DOI: 10.4236/jqis.2021.113009

Jose Luis Hevia, Ezequiel Murina, G. Peterssen, M. Piattini

引用次数: 1

Wittgenstein’s Picture Theory in the Quantum Mechanical Worldview 量子力学世界观中的维特根斯坦的图像理论

量子信息科学期刊(英文) Pub Date : 2020-11-02 DOI: 10.4236/jqis.2020.104007

S. Ishikawa

引用次数: 2

In Praise and in Criticism of the Model of Continuous Spontaneous Localization of the Wave-Function 波函数连续自发局部化模型的褒贬

量子信息科学期刊(英文) Pub Date : 2020-10-06 DOI: 10.4236/JQIS.2020.104006

Sofia D. Wechsler

{"title":"In Praise and in Criticism of the Model of Continuous Spontaneous Localization of the Wave-Function","authors":"Sofia D. Wechsler","doi":"10.4236/JQIS.2020.104006","DOIUrl":"https://doi.org/10.4236/JQIS.2020.104006","url":null,"abstract":"Different attempts to solve the measurement problem of the quantum mechanics (QM) by denying the collapse principle, and replacing it with changes in the quantum formalism, failed because the changes in the formalism lead to contradictions with QM predictions. To the difference, Ghirardi, Rimini and Weber took the collapse as a real phenomenon, and proposed a calculus by which the wave-function should undergo a sudden localization. Later on, Ghirardi, Pearle and Rimini came with a change of this calculus into the CSL (continuous spontaneous localization) model of collapse. Both these proposals rely on the experimental fact that the reduction of the wave-function occurs when the microscopic system encounters a macroscopic object and involves a big amount of its particles. Both of them also change the quantum formalism by introducing in the Schrodinger equation additional terms with noisy behavior. However, these terms have practically no influence as long as the studied system contains only one or a few components. Only when the amount of components is very big, these terms become significant and lead to the reduction of the wave-function to one of its components. The present work has two purposes: 1) proving that the collapse postulate is unavoidable; 2) applying the CSL model to the process in a detector and showing step by step the modification of the wave-function, until reduction. As a side detail, it is argued here that the noise cannot originate in some classical field, contrary to the thought/hope of some physicists, because no classical field is tailored by the wave-functions of entanglements.","PeriodicalId":58996,"journal":{"name":"量子信息科学期刊(英文)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48661447","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 6

Practical Meta-Reinforcement Learning of Evolutionary Strategy with Quantum Neural Networks for Stock Trading 基于量子神经网络的股票交易进化策略的元强化学习

量子信息科学期刊(英文) Pub Date : 2020-09-02 DOI: 10.4236/jqis.2020.103005

Erik Sorensen, Wei Hu

{"title":"Practical Meta-Reinforcement Learning of Evolutionary Strategy with Quantum Neural Networks for Stock Trading","authors":"Erik Sorensen, Wei Hu","doi":"10.4236/jqis.2020.103005","DOIUrl":"https://doi.org/10.4236/jqis.2020.103005","url":null,"abstract":"We show \u0000the practicality of two existing meta-learning algorithms Model- Agnostic \u0000Meta-Learning and Fast Context Adaptation Via Meta-learning using an \u0000evolutionary strategy for parameter optimization, as well as propose two novel \u0000quantum adaptations of those algorithms using continuous quantum neural \u0000networks, for learning to trade portfolios of stocks on the stock market. The \u0000goal of meta-learning is to train a model on a variety of tasks, such that it \u0000can solve new learning tasks using only a small number of training samples. In \u0000our classical approach, we trained our meta-learning models on a variety of \u0000portfolios that contained 5 randomly sampled Consumer Cyclical stocks from a \u0000pool of 60. In our quantum approach, we trained our quantum meta-learning models on a simulated quantum computer with portfolios containing 2 randomly sampled Consumer Cyclical stocks. Our findings \u0000suggest that both classical models could learn a new portfolio with 0.01% of \u0000the number of training samples to learn the original portfolios and can achieve \u0000a comparable performance within 0.1% Return on Investment of the Buy and Hold \u0000strategy. We also show that our much smaller quantum meta-learned models with \u0000only 60 model parameters and 25 training epochs have a similar learning pattern to our much larger classical meta-learned models that have over 250,000 model parameters and 2500 training epochs. Given \u0000these findings, we also discuss the benefits of scaling up our experiments from a \u0000simulated quantum computer to a real quantum computer. To the best of our \u0000knowledge, we are the first to apply the ideas of both classical meta-learning \u0000as well as quantum meta-learning to enhance stock trading.","PeriodicalId":58996,"journal":{"name":"量子信息科学期刊(英文)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45813389","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Investigation of Quantum Entanglement through a Trapped Three Level Ion Accompanied with Beyond Lamb-Dicke Regime 超兰姆-迪克态下三能级离子阱的量子纠缠研究

量子信息科学期刊(英文) Pub Date : 2020-04-24 DOI: 10.4236/jqis.2020.102003

Rasim Dermez

引用次数: 1

Ehrenfest Approach to the Adiabatic Invariants and Calculation of the Intervals of Time Entering the Energy Emission Process in Simple Quantum Systems 简单量子系统绝热不变量的Ehrenfest方法和进入能量发射过程的时间间隔的计算

量子信息科学期刊(英文) Pub Date : 2020-03-30 DOI: 10.4236/jqis.2020.101001

S. Olszewski

引用次数: 1

Quantum Measurement Cannot Be a Local Physical Process 量子测量不能是局部物理过程

量子信息科学期刊(英文) Pub Date : 2019-12-04 DOI: 10.4236/jqis.2019.94009

H. Inamori

引用次数: 1