Robustness, Optimization, and Architectures

被引:5
作者
Chandra, Fiona [1 ]
Gayme, Dennice F. [1 ]
Chen, Lijun [1 ]
Doyle, John C. [1 ]
机构
[1] CALTECH, Pasadena, CA 91125 USA
关键词
Robust control theory; complex networks; systems biology; turbulence; layering as optimization; power grid; optimal power flow; glycolysis; wireless networks; ENERGY AMPLIFICATION; CONGESTION CONTROL; OSCILLATIONS; PERTURBATIONS; LIMITATIONS; FEATURES;
D O I
10.3166/ejc.17.472-482
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper will review recent progress on developing a unified theory for complex networks from biological systems and physics to engineering and technology Insights into what the potential universal laws, architecture, and organizational principles are can be drawn front three converging research themes: growing attention to complexity and robustness in systems biology layering and organization in network technology, and new mathematical frameworks for the study of complex networks. We will illustrate how tools in robust control theory and optimization can be integrated towards such unified theory by focusing on their applications in biology, physics, network design, and electric grid.
引用
收藏
页码:472 / 482
页数:11
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