Module:Complexity: Difference between revisions
From Santa Fe Institute Events Wiki
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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 | <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 | <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
- Thursday
- Processes and Their Models: Complexity Lecture 1 (PDF)
- Information Theory: Complexity Lecture 1 (PDF)
- Information in Processes: Complexity Lecture 1 (PDF)
- Memory in Processes: Complexity Lecture 1 (PDF)
- Friday
- The Learning Channel: Complexity Lecture 2 (PDF)
- Causal Models: Complexity Lecture 2 (PDF)
- Measures of Complexity: Complexity Lecture 2 (PDF)
- Applications: Complexity Lecture 2 (PDF)
Readings
Pattern Discovery and Computational Mechanics