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Introduction to Complexity Science
Published on Apr 03, 20172671 Views
Disclaimer: Due to technical difficulties experienced during filming of this lecture the audio quality of the video is poor.
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Chapter list
Introduction to Complexity00:00
Winter School on Complexity01:55
Topics01:57
Goal - 103:12
Goal - 203:54
Speakers05:01
Schedule05:36
What is a Complex System? - 107:30
What is a Complex System? - 207:45
What is a Complex System? - 409:38
What is a Complex System? - 313:03
What is a Complex System? - 515:00
D’Arcy W. Thompson, 191715:59
Richard Feynman: The Character of Physical Law, 198217:43
Complex Adaptive Systems18:17
Examples of Complex Adaptive Systems19:03
Historical Perspective19:33
Why would we care?21:49
The complex financial world23:29
Deterministic Chaos28:22
Difference Chaos and Complexity30:38
Complexity arises at the Edge of Chaos32:43
There is no theory of Complex Systems34:30
Phase transitions and critical points35:41
Out of Equilibrium Spontaneous Phase Transition36:44
Out of Equilibrium37:48
Elements in Interaction39:27
Networks of Interaction42:38
Small-World Networks - 145:16
Small-World Networks - 246:26
Scale-free Network / Exponential Network47:09
Bell Curve / Power Law Distribution49:08
Structure of an organization - 149:40
Structure of an organization - 249:47
Metabolic Network / Protein Networks49:54
Opinion Networks: Minority Rules…50:18
Characteristics of Scale-Free CNs51:16
Not the ‘influentials’ but the ‘man in the street’ drives the change54:37
Qualitative evidence from experiments55:13
One Quick Example56:08
A complex world56:13
Crime nets - terrorist nets57:23
Value chain (workflow) model of crime58:03
Datasets59:48
Soft network / Cannabis Production Network01:00:52
P. Duijn, V. Kashirin, P.M.A. Sloot, Scientific Reports. Nature Publishing 201401:01:19
Interventie01:02:12
Synopsis01:04:27
Complex Systems: Can we model them?01:06:38