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Barabási Lab-Complex Networks-Class 1: Introduction
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Complex Networks- 配套讲义第一讲
Class 1: IntroductionA SIMPLE STORY(1) The fate of Saddam and network science
Sulan ibrahIm
Khalil ibrahim
Musset
Musslit
SADDAM HUSAYN AL-TIKRITI
Mohammad khudayr
president
Basim latif
Rudman ibrahim
Muss it
Nasir Yasin
Mohammad Ibrahim
Kharallah Talfah
Muss it
Muss it
Muss it
Farls yasin
Musset
sabha talfah Barzan ibrahim
Musslit
Saddam husser
Ibrahim Hasan
Uday Hussein
Maild
Khatab
Ma
Network science: Introduction
Qusay Hussein
Abld HamId
A SIMPLE STORY(1) The fate of Saddam and network science
The capture of saddam Hussein
shows the strong predictive power of networks
underlies the need to obtain accurate maps of the networks we aim to study
and the often heroic difficulties we encounter during the mapping process
demonstrates the remarkable stability of these networks: the capture of
Hussein was not based on fresh intelligence, but rather on his pre- invasion social
links, unearthed from old photos stacked in his family album
shows that the choice of network we focus on makes a huge difference: the
hierarchical tree, that captured the official organization of the iraqi government
was of no use when it came to saddam hussein 's whereabouts
Network Science: Introduction
Section 3
VULNERABILITY DUE TO INTERCONNECTIVITY
VULNERABILITY DUE TO
INTERCONNECTIVITY
Network science: Introduction
A SIMPLE STORY(2): August 15, 2003 blackout
Montreal
ottawa
s. Toronto
Albany
Detroit
Bost。
Cleveland
Long island
Columbus
August 14, 2003: 9: 29pm EDT
August 15, 2003: 9: 14pm EDT
20 hours before
7 hours after
Network Science: Introduction
A SIMPLE STORY(2): August 15, 2003 blackout
An important theme of this class
we must understand how network structure affects the robustness of a
complex system
develop quantitative tools to assess the interplay between network
structure and the dynamical processes on the networks, and their impact on
allures
>We will learn that failures reality failures follow reproducible laws that
can be quantified and even predicted using the tools of network science
Network Science: Introduction
Section 4
NETWORKS AT THE HEART OF COMPLEX SYSTEMS
NETWORKS AT THE HEART OF
COMPLEX SYSTEMS
Network science: Introduction
aI think the next centur
will be the- centurv
complexity.
Stephen Hawking
January 23, 2000
Network Science: Introduction
COMPLEX SYSTEMS
Complex
Complexity, a scientific theory which
asserts that some systems display
behavioral phenomena that are completely
inexplicable by any conventional analysis
[adj., V kuh m-pleks, kom-plekS; n. kom-pleks
of the systems' constituent parts. These
-adjective
phenomena, commonly referred to as
emergent behaviour, seem to occur in
composed of many interconnected parts
many complex systems involving living
compound; composite: a complex highway
organisms, such as a stock market or the
system
human brain
2
characterized by a very complicated or
Source: John L, Casti, Encyclopaedia Britannica
involved arrangement of parts, units, etc
complex machinery
3
so complicated or intricate as to be hard to
understand or deal with a complex problem
Complexity
Source: Dictionary. com
Network science: Introduction
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