Complexity and Robustness in Quantum and Biomolecular Information Processing Systems

量子和生物分子信息处理系统的复杂性和鲁棒性

• 批准号: 0323542
• 负责人: Hideo Mabuchi
• 金额: $ 50万
• 依托单位: California Institute of Technology
• 依托单位国家: 美国
• 项目类别: Continuing Grant
• 财政年份: 2003
• 资助国家: 美国
• 起止时间: 2003-07-15 至 2007-06-30
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=0323542&HistoricalAwards=false
• 关键词: Complexity; Robustness; Quantum; Biomolecular; Information

This is an interdisciplinary project of theoretical research on design of quantum and biomolecular information processing systems. Specifically, the rate at which increases in the size/complexity of an information processing system can lead to improvements in robustness against environmental perturbations and systematic implementation errors are being investigated, starting with utilization of model reduction methods from control theory to develop general methods for scrutinizing the robustness of large but finite quantum and biomolecular systems and proceeding to detailed analyses of the efficiency of various known error-correction schemes. The overall goal is to be able to elucidate fundamental limits on the degree of redundancy required to achieve a given level of robustness. An integral part of this research is development of a new course on multi-scale design of information processing systems.

这是一个关于量子和生物分子信息处理系统设计的跨学科理论研究项目。 具体地，正在研究信息处理系统的大小/复杂性的增加可以导致针对环境扰动和系统实现误差的鲁棒性的改进的速率，从利用控制理论中的模型简化方法开始，发展了审查大而有限的量子和生物分子系统鲁棒性的一般方法，并进行了详细的效率分析，各种已知的纠错方案。总体目标是能够阐明实现给定水平的鲁棒性所需的冗余度的基本限制。本研究的一个组成部分是开发信息处理系统的多尺度设计的新课程。