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Difference between revisions of "Module:Complexity"

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(Lecture Notes)
(Lecture Notes)
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<li>Thursday
 
<li>Thursday
 
   <ol>
 
   <ol>
   <li>Processes and Their Models
+
   <li>Processes and Their Models: [[Media:ComplexityLecture1A.pdf |Complexity Lecture 1 (PDF)]]
   <li>Information Theory
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   <li>Information Theory: [[Media:ComplexityLecture1B.pdf |Complexity Lecture 1 (PDF)]]
   <li>Information in Processes
+
   <li>Information in Processes: [[Media:ComplexityLecture1C.pdf |Complexity Lecture 1 (PDF)]]
   <li>Memory in Processes
+
   <li>Memory in Processes: [[Media:ComplexityLecture1D.pdf |Complexity Lecture 1 (PDF)]]
 
   </ol>
 
   </ol>
 
<li>Friday
 
<li>Friday
 
   <ol>
 
   <ol>
   <li>The Learning Channel
+
   <li>The Learning Channel: [[Media:ComplexityLecture2A.pdf |Complexity Lecture 2 (PDF)]]
   <li>Causal Models
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   <li>Causal Models: [[Media:ComplexityLecture2B.pdf |Complexity Lecture 2 (PDF)]]
   <li>Measures of Complexity
+
   <li>Measures of Complexity: [[Media:ComplexityLecture2C.pdf |Complexity Lecture 2 (PDF)]]
   <li>Applications
+
   <li>Applications: [[Media:ComplexityLecture2D.pdf |Complexity Lecture 2 (PDF)]]
 
   </ol>
 
   </ol>
 
</ul>
 
</ul>

Revision as of 16:54, 22 June 2011

Complex Systems Summer School 2011 Modules

Organized by Jim Crutchfield

Background

  • T. Cover and J.Thomas, Elements of Information Theory, Wiley, Second Edition (2006) Chapters 1 - 7.
  • M. Li and P.M.B.Vitanyi, An Introduction to Kolmogorov Complexity and its Applications, Springer, New York (1993).
  • J. P. Crutchfield and D. P. Feldman, “Regularities Unseen, Randomness Observed: Levels of Entropy Convergence”,CHAOS 13:1 (2003) 25-54.

Lecture Notes

Readings

The Calculi of Emergence

Pattern Discovery and Computational Mechanics

Anatomy of a Bit

Links

CMPy Notebook