CSYS 6020 A (CRN: 94549)

Complex Systems: Modeling Complex Systems I (A)

3 credit hours

For crosslists see:

About CSYS 6020 A

Integrative breadth-first introduction to computational methods for modeling complex systems; dynamical systems, numerical methods, cellular automata, agent-based computing, game theory, genetic algorithms, artificial neural networks, and complex networks. Semester team-based project. Pre/Co-requisites: Computer programming in any language; calculus, linear algebra recommended. Cross-listed with: CS 6020.

Notes

Graduate standing only; Cross-listed with CS 6020 A; Total combined enrollment: 45; Open to Degree and PACE students

Section Description

Integrative breadth-first introduction to computational methods for modeling complex systems; dynamical systems, numerical methods, cellular automata, complex networks, game theory and agent-based models. Prerequisite: Graduate standing, computer programming in python, basic calculus, and statistics are required, linear algebra recommended.

Section Expectation

This course combines lecture and discussion formats along with recorded supporting material. On top of occasional assignments in the first half of the course, students should expect weekly readings outside of class, with additional time for a final team project. We use the following textbook as complementary text: "Introduction to the Modeling and Analysis of Complex Systems" by Hiroki Sayama.

Evaluation

Grades are based on class participation, biweekly assignments over the first half of the semester, weekly quizzes on readings, and a final team project.

Important Dates

Last Day to Add
Last Day to Drop
Last Day to Withdraw with 50% Refund
Last Day to Withdraw with 25% Refund
Last Day to Withdraw

Resources

Other Sections

Remind Me Form

CSYS 6020 A is closed to new enrollment.

Fill out the form fields and you will be notified when the course is updated with details for next term. What can you do while you wait? Get your application started now by completing our pre-registration form.