CS8803-NS Network Science Fall 2013 - PowerPoint PPT Presentation

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CS8803-NS Network Science Fall 2013

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CS8803-NS Network Science Fall 2013

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  1. CS8803-NSNetwork ScienceFall 2013 Instructor: Constantine Dovrolis constantine@gatech.edu http://www.cc.gatech.edu/~dovrolis/Courses/NetSci/

  2. Disclaimers The following slides include only the figures or videos that we use in class; they do not include detailed explanations, derivations or descriptionscovered in class. Many of the following figures are copied from open sources at the Web. I do not claim any intellectual property for the following material.

  3. Outline • Incentives and strategic behavior in networks • The overlap between network science and game theory, evolutionary game theory, economics • We will give an overview of three areas in this domain: • Games on networks (evolution of cooperation) • Network formation games • Social learning/computation on networks

  4. http://www.33rdsquare.com/2012/04/artificial-mini-brains-show-importance.htmlhttp://www.33rdsquare.com/2012/04/artificial-mini-brains-show-importance.html

  5. http://me.necsi.edu/cooperation/1.html

  6. The paradox of altruism (in unstructured groups) http://www.sciencemag.org/content/314/5805/1560/F1.expansion.html

  7. Fixation of mutant in a population http://bio-math10.biology.kyushu-u.ac.jp/~ohtsuki/research_e.html

  8. But what happens on a network? (e.g., social network or spatial network)

  9. Best-response myopic dynamics

  10. If you are interested, you may also want to read: