Complexity and robustness

被引:464
作者
Carlson, JM [1 ]
Doyle, J
机构
[1] Univ Calif Santa Barbara, Dept Phys, Santa Barbara, CA 93106 USA
[2] CALTECH, Pasadena, CA 91125 USA
关键词
D O I
10.1073/pnas.012582499
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Highly optimized tolerance (HOT) was recently introduced as a conceptual framework to study fundamental aspects of complexity. HOT is motivated primarily by systems from biology and engineering and emphasizes, (i) highly structured, nongeneric, self-dissimilar internal configurations, and (ii) robust yet fragile external behavior. HOT claims these are the most important features of complexity and not accidents of evolution or artifices of engineering design but are inevitably intertwined and mutually reinforcing. in the spirit of this collection, our paper contrasts HOT with alternative perspectives on complexity, drawing on real-world examples and also model systems, particularly those from self-organized criticality.
引用
收藏
页码:2538 / 2545
页数:8
相关论文
共 22 条
[1]  
[Anonymous], 2018, INTRO PERCOLATION TH
[2]   SELF-ORGANIZED CRITICALITY - AN EXPLANATION OF 1/F NOISE [J].
BAK, P ;
TANG, C ;
WIESENFELD, K .
PHYSICAL REVIEW LETTERS, 1987, 59 (04) :381-384
[3]   COMPLEXITY, CONTINGENCY, AND CRITICALITY [J].
BAK, P ;
PACZUSKI, M .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1995, 92 (15) :6689-6696
[4]  
Bak P. P., 1996, NATURE WORKS
[5]   Changes in Web client access patterns: Characteristics and caching implications [J].
Barford P. ;
Bestavros A. ;
Bradley A. ;
Crovella M. .
World Wide Web, 1999, 2 (1-2) :15-28
[6]   Highly optimized tolerance: A mechanism for power laws in designed systems [J].
Carlson, JM ;
Doyle, J .
PHYSICAL REVIEW E, 1999, 60 (02) :1412-1427
[7]   Highly optimized tolerance: Robustness and design in complex systems [J].
Carlson, JM ;
Doyle, J .
PHYSICAL REVIEW LETTERS, 2000, 84 (11) :2529-2532
[8]   A DETERMINISTIC CRITICAL FOREST FIRE MODEL [J].
CHEN, K ;
BAK, P ;
JENSEN, MH .
PHYSICS LETTERS A, 1990, 149 (04) :207-210
[9]  
Cover T. M., 2005, ELEM INF THEORY, DOI 10.1002/047174882X
[10]   Self-similarity in World Wide Web traffic: Evidence and possible causes [J].
Crovella, ME ;
Bestavros, A .
IEEE-ACM TRANSACTIONS ON NETWORKING, 1997, 5 (06) :835-846