SYSEN 5280

Last Updated

  • Schedule of Classes - January 15, 2024 7:50PM EST
  • Course Catalog - January 15, 2024 7:28PM EST

SYSEN 5280
Adaptive and Learning Systems

Course information provided by the Courses of Study 2023-2024.

This course focuses on the design and development of self-awareness and learning models to understand and predict the dynamic behavior of systems. In particular considerable emphasis will be placed on the development of critical thinking skills in the analysis of time-varying systems in response to system data. Students will be provided prototype computer code to help them build realistic models from first principles in MATLAB/SIMULINK without commercial software packages. The goal is for students to leave the course with the independent ability to utilize learning systems to analyze and predict behavior of systems without the aid of any tailored commercial software package.

When Offered Fall, Summer.

Prerequisites/Corequisites Prerequisite: knowledge of linear regression and matrix operations.

Outcomes
  • Identify variation of systems from data.
  • Analyze system variation from data.
  • Demonstrate application of system learning for decision and control.

View Enrollment Information

Syllabi:

  •   Regular Academic Session.  Combined with: MAE 5280, MAE 6280

  • 3 Credits Graded

  • 19632 SYSEN 5280   LEC 001

  •  
    • TR Upson Hall 222
    • Aug 21 - Dec 4, 2023

    • Sands, T

  • Instruction Mode: In Person

Syllabi: none

  •   Regular Academic Session.  Combined with: MAE 5280, MAE 6280

  • 3 Credits Graded

  • 19633 SYSEN 5280   LEC 002

  •  

  • Instruction Mode: Distance Learning-Asynchronous