Complex networks

From John C. Doyle
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Keywords: complex networks, complexity, robustness, biology, feedback, internet

Slides

Introductory slides 2002-2004

Introductory and review slides on complex networks, biological complexity and robustness.

  • Physics talk (slides) Nov 11, 2004
  • Emergent complexity (slides) Nov 22, 2004 Georgia Tech
  • Old IPAM slides 2002

Slides from old talks on Complexity and Robustness

  • Introduction to complex networks (ppt)
  • Introduction to HOT (ppt)

Papers

Review papers

Complexity and robustness,
Carlson JM, Doyle J,
Proc. Natl. Acad. Sci. USA 99: 2538-2545 Suppl. 1 Feb 19, 2002.

Reverse Engineering of Biological Complexity
Csete M and Doyle J,
Science 295 (5560): 1664-1669 Mar 1, 2002. (1.2MB pdf)

Papers 2000-2005

Bow ties, metabolism, and disease,
Csete M.E. and J.C. Doyle,
Trends in Biotechnology 22(9):446-50 Sept 2004. (121K)

Robustness of cellular functions,
J. Stelling, U. Sauer, Z. Szallasi, F. J. Doyle III, and J. Doyle,
Cell 118: 675–685, Sept 17 2004. (244K)

Surviving Heat Shock: Control Strategies for Robustness and Performance,
H. El-Samad, H. Kurata , J.C. Doyle , C.A. Gross, and M. Khammash,
Proc. Natl. Acad. Sci. USA 102(8): 2736-2741 Feb 22, 2005. (390K)

A First-principles Approach to Understanding the Internet's Router-level TopologyAbstract
Lun Li, David Alderson, W. Willinger and John C. Doyle
in Proceedings of ACM SIGCOMM, Portland, OR, Aug 2004 (1.5MB)

Mutation, specialization, and hypersensitivity in highly optimized tolerance,
Zhou T, Carlson JM, Doyle J,
Proc. Natl. Acad. Sci. USA 99 (4): 2049-2054 Feb 19, 2002.

Power Laws, Highly Optimized Tolerance and Generalized Source Coding,
J. Doyle and J.M. Carlson,
Phys. Rev. Let., 84(24):5656-5659, 2000.

Robust perfect adaptation in bacterial chemotaxis through integral feedback control.
Yi T-M, Huang Y, Simon MI, Doyle J.
Proc. Natl. Acad. Sci. USA 97(9):4649-4653, 2000.

  • Feedback regulation of the heat shock response in E. coli

Kurata, H. El-Samad, H. Yi, T.-M. Khammash, M. Doyle, J.
IEEE CDC Vol 1 pp 837-842; Orlando, FL, USA 2001

Highly optimized tolerance: A mechanism for power laws in designed systems
JM Carlson, J Doyle
Phys Rev E 60(2), 1999

Drafts

Related topics

Related reading

PhD theses

  • Robust Flow Stability: Theory, Computations and Experiments in Near Wall Turbulence,

PhD thesis at Caltech by Kumar Bobba, 2004 (pdf)

  • Structured semidefinite programs and semialgebraic geometry methods in robustness and optimization,

PhD Thesis CDS, Caltech by Pablo Parrilo, 2000 (Gzipped postscript)

Supplementary material

Books

Covers of some recommended books below

Essentials of robust control
Kemin Zhou, John C. Doyle
Prentice-Hall, Englewood Cliffs, NJ, 1998, (ISBN: 0-13-790874-1)

Feedback Control Theory ,
(free version in pdf 1.2MB)
(free version by chapter from CDS Caltech)
John Comstock Doyle, Bruce A. Francis and Allen R. Tannenbaum
Macmillan Coll Div , USA 1992 (ISBN-13: 9780023300110)
Also at: ACM portal, Prentice Hall Professional Technical Reference, USA 1991 (ISBN:0023300116)

Other books

A Course in Robust Control Theory: A Convex Approach
Geir E. Dullerud and Fernando G. Paganini
Springer, 2000 (ISBN 0387989455, 9780387989457)

Cells, Embryos, and Evolution,
J Gerhart and M Kirschner Blackwell Sience, 1997 (ISBN 0-86542-574-4)

Links

broken link for ERATO

Related news and commentary items

Highly Optimized Tolerance
by Phillip F. Schewe and Ben Stein
in American Institute of Physics (AIP) Physics News Update
Number 474 (Story #1), March 10, 2000

Applied mathematics: The power of design
Mark Newman
Nature 405, 6785, pp 412-413 (25 May 2000)

Cell signaling pathways as control modules: Complexity for simplicity?
Douglas A. Lauffenburger,
Proc. Natl. Acad. Sc. May 9, 2000 vol. 97 no. 10 5031-5033

  • This link is broken (Aug 2008) for International Science News, as the author is deceased. [1]

Note