Lectures:
- 2010
- Tuesday, June 8, 2010 at St. John's College
Overview of complex networks:
[slides] [handout] [lecture] - Tuesday, June 8, 2010 at St. John's College
Random, scale-free, and small-world networks:
[slides] [handout] [lecture] - Thursday, June 9, 2010 at St. John's College
Contagion:
[slides] [handout] [lecture] - Thursday, June 9, 2010 at St. John's College
Optimal transportation networks and structure detection:
[slides] [handout] [lecture]
For more detailed notes, please see lectures from these two courses:
- Complex Networks (Spring 2010, University of Vermont)
- Principles of Complex Systems (Fall 2009, University of Vermont)
Further reading—review papers on complex networks:
- S. Boccaletti et al.
Complex networks: structure and dynamics
Physics Reports, Vol. 424, pp. 175–308, 2006. - Mark Newman
The structure and function of complex networks
SIAM Review, Vol. 45, pp. 167–256, 2003. - Réka Albert and Albert-László Barabási
Statistical mechanics of complex networks
Rev. Mod. Phys., Vol. 74, pp. 47–97, 2002.
Notes:
The slides above are navigable and clickable (in pdf), with links to relevant web pages (indicated by ), section links in the sidebar, and navigation icons at the bottom of each slide. The reference section for each set of slides includes links to papers, and superscript citation numbers link to the reference section as well (please email me if any links behave badly).If you want a printed copy, the handouts provide condensed and collapsed versions of the slides (2x2 slides per page).
The `lecture' pdf's include all the incremental reveals whereas the `slides' pdf's have flattened frames and are better for reading online.
I use the excellent LaTeX class beamer coupled with some peculiar perl scripts to generate these slides.
This work is licensed under a Creative
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Unported License.