Intro to Complex Systems Models & Methods

2015 ICPSR Summer Program in Quantitative Methods

Professor Daniel Martin Katz (Illinois Tech – Chi Kent)
Professor Michael J. Bommarito  (UMich CSCS)

(Please Note Slide Links are Live Starting After Class)

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KATZ  LECTURE + LAB  SLIDES FOR THE 2015 COURSE (Starts 7.20.15)

(0)  Syllabus for the Lecture (PDF)

WEEK 1

(1) Slides from Lab Session 1 – Introduction to Complex Systems (M 7.20.15)

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(2)  Slides from Lecture 1 – Introduction to Complex Systems (Tu 7.21.15)

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(3) Slides from Lab Session 2 – Introduction to Complex Systems (Tu 7.21.15)

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(4)  Slides from Lecture 2 – Introduction to Complex Systems (W 7.22.15)

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(5) Slides from Lab Session 3 – Introduction to Complex Systems (W 7.22.15)

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(6)  Slides from Lecture 3 – Introduction to Complex Systems (Th 7.23.15)

(7a) Slides from Lab Session 4 – Introduction to Complex Systems (Th 7.23.15)

(7b) Mapping the Schelling Segregation Model (Download + Print)

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(8)  Slides from Lecture 4 – Introduction to Complex Systems
(F 7.24.15)

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(9) Slides from Lab Session 5 – Introduction to Complex Systems (F 7.24.15)

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(10) Evolution of Cooperation on a Social Network (By Greg Todd Jones)

https://s3.amazonaws.com/KatzCloud/CooperationSocialNetworkNlogo.nlogoDownload Model
Download Paper

WEEK 2

(11) Slides from Lecture 5 – Introduction to Complex Systems (M 7.27.15)

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(12) Bonus Talks for Your Consideration


Steve Strogatz on Sync


Benoît B. Mandelbrot on the Art of Roughness


The Surprising Math of Cities and Corporations


How Complexity Leads to Simplicity


I Am My Connectome

(13) Assignment: Schelling Segregation Model in Camouflage                   (Entries Are Now Closed)

Screen Shot 2015-07-27 at 1.51.31 PMGoal = Try to Match This!

Winners
Michelle Phillips
UC-Davis
(.nlogo file)

Laila Wahedi
Georgetown University
(.nlogo file)

First Runners Up
Calla M Hummel
University of Texas
Hitomu Kotani
Kyoto University


(14) Slides from Lab Session 6 – Introduction to Complex Systems (M 7.27.15)

Fire Automation Part 1
Fire Automation Part 2


(15) Slides from Lecture 6 – Introduction to Complex Systems (Tu 7.28.15)

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(16) Slides from Lab Sessions 7,8 – Introduction to Complex Systems
(Tu 7.28.15, W 7.29.15)

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(17)  An Agent-Based Model of Indirect Minority Influence on Social Change
By Jiin Jung** and Aaron Bramson

http://dx.doi.org/10.7551/978-0-262-32621-6-ch064
**Jiin is an alumni of this ICPSR Complex Systems Summer Course

 

(18) 1000+  Existing Netlogo Models (Modeling Commons)

modeling commons

(19) Slides from Lecture 7  – Intro to Complex Systems (W 7.29.15)

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(20) Slides from Lab Session 9 – Introduction to Complex Systems
(Th 7.30.15)

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(21) Slides from Lecture 8/9 – Introduction to Complex Systems
(Th 7.30.15)(F 7.31.15)

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(22) Bonus : Computational Models of Infectious Disease Transmission

Download Netlogo SIR Timing Tutorial
Download SIR Example Netlogo Model
Python Code for SIR Model from Github


(23) Bonus: Modeling with Data – SIR and Pattern Oriented Modeling

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(24) Web Scraping Module