Quantum algorithms for optimised planning/scheduling applications (Feasibility Study)
用于优化规划/调度应用的量子算法(可行性研究)
基本信息
- 批准号:EP/R020159/1
- 负责人:
- 金额:$ 14.92万
- 依托单位:
- 依托单位国家:英国
- 项目类别:Research Grant
- 财政年份:2017
- 资助国家:英国
- 起止时间:2017 至 无数据
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
This project will investigate the technical and business feasibility of exploiting quantum algorithms for optimised planning tasks, in close collaboration with key industry and academic partners. It aims to prove the technical feasibility of enhancing existing artificial intelligence (AI) planning techniques with quantum algorithms, either as fully quantum or hybrid solutions, combining both quantum and conventional computing methods. We will perform experiments to establish benchmarks for enhancing AI planning techniques with early quantum annealing algorithms, and then determine how they might be further enhanced with other universal quantum computing or 'circuit-model' approaches. In addition, this project will perform a market assessment for quantum-enhanced optimised planning solutions and determine the business feasibility of commercialising them for several markets, including telecoms network optimisation, distribution logistics and operational planning. This will help to stimulate wider interest with potential end-users and quantum computing vendors to develop optimisation tools for specific markets, and deliver potential major productivity gains for transport, logistics, energy and finance.
该项目将与关键的行业和学术合作伙伴密切合作,调查利用量子算法优化计划任务的技术和商业可行性。它的目的是证明用量子算法增强现有人工智能(AI)规划技术的技术可行性,无论是作为完全量子解决方案还是混合解决方案,结合量子和传统计算方法。我们将进行实验,以建立基准,以增强早期量子退火算法的人工智能规划技术,然后确定如何使用其他通用量子计算或“电路模型”方法进一步增强这些技术。此外,该项目将对量子增强型优化计划解决方案进行市场评估,并确定它们在几个市场商业化的商业可行性,包括电信网络优化、分销物流和运营规划。这将有助于激发潜在最终用户和量子计算供应商的更广泛兴趣,为特定市场开发优化工具,并为运输、物流、能源和金融带来潜在的重大生产率提升。
项目成果
期刊论文数量(1)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
Minimizing minor embedding energy: an application in quantum annealing
最小化次要嵌入能量:量子退火中的应用
- DOI:10.1007/s11128-020-02681-x
- 发表时间:2020
- 期刊:
- 影响因子:2.5
- 作者:Fang Y
- 通讯作者:Fang Y
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Paul Warburton其他文献
Robustness of diabatic enhancement in quantum annealing
量子退火中非绝热增强的鲁棒性
- DOI:
- 发表时间:
2024 - 期刊:
- 影响因子:0
- 作者:
Natasha Feinstein;Ivan Shalashilin;Sougato Bose;Paul Warburton - 通讯作者:
Paul Warburton
At-line validation of a process analytical technology approach for quality control of melamine-urea-formaldehyde resin in composite wood-panel production using near infrared spectroscopy
- DOI:
10.1007/s00216-016-0098-4 - 发表时间:
2016-12-03 - 期刊:
- 影响因子:3.800
- 作者:
Roger Meder;Wolfgang Stahl;Paul Warburton;Sam Woolley;Scott Earnshaw;Klaus Haselhofer;Ken van Langenberg;Nick Ebdon;Roger Mulder - 通讯作者:
Roger Mulder
Paul Warburton的其他文献
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{{ truncateString('Paul Warburton', 18)}}的其他基金
MACON-QC: Many-Body Phases In Continuous-Time Quantum Computation
MACON-QC:连续时间量子计算中的多体相
- 批准号:
EP/Y004590/1 - 财政年份:2023
- 资助金额:
$ 14.92万 - 项目类别:
Research Grant
International Network on Quantum Annealing (INQA)
国际量子退火网络 (INQA)
- 批准号:
EP/W027003/1 - 财政年份:2022
- 资助金额:
$ 14.92万 - 项目类别:
Research Grant
Neon Focussed-Ion-Beam Nanofabrication
氖聚焦离子束纳米加工
- 批准号:
EP/K024701/1 - 财政年份:2013
- 资助金额:
$ 14.92万 - 项目类别:
Research Grant
FUNCTIONAL NANOWIRES, NANOWIRE HETEROSTRUCTURES AND THREE-DIMENSIONAL NANOWIRE NETWORKS
功能纳米线、纳米线异质结构和三维纳米线网络
- 批准号:
EP/H005544/1 - 财政年份:2010
- 资助金额:
$ 14.92万 - 项目类别:
Fellowship
Quantum Phase Slip Nanowires for Current Standards
当前标准的量子相滑纳米线
- 批准号:
EP/G061939/1 - 财政年份:2009
- 资助金额:
$ 14.92万 - 项目类别:
Research Grant
Electrical and Mechanical Properties of Three-Dimensional Tungsten Nanostructures
三维钨纳米结构的电学和机械性能
- 批准号:
EP/F035411/1 - 财政年份:2008
- 资助金额:
$ 14.92万 - 项目类别:
Research Grant
Plasma 2006: The 5th International Symposium on the Intrinsic Josephson Effect and Plasma Oscillations in High Tc Superconductors.
Plasma 2006:第五届高温超导体本征约瑟夫森效应和等离子体振荡国际研讨会。
- 批准号:
EP/D068789/1 - 财政年份:2006
- 资助金额:
$ 14.92万 - 项目类别:
Research Grant
Externally-Shunted High-Gap Josephson Junctions: Design, Fabrication and Noise Measurements
外部分流高间隙约瑟夫森结:设计、制造和噪声测量
- 批准号:
EP/D029783/1 - 财政年份:2006
- 资助金额:
$ 14.92万 - 项目类别:
Research Grant
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