MAE 5280

Last Updated

  • Schedule of Classes - March 3, 2021 7:15PM EST
  • Course Catalog - March 3, 2021 7:16PM EST

MAE 5280
Adaptive and Learning Systems

Course information provided by the Courses of Study 2020-2021.

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: none

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

  • 3 Credits Graded

  • 20065 MAE 5280   LEC 001

  •  
    • TR Upson Hall 206
    • Sep 2 - Dec 16, 2020

    • Sands, T

  • Instruction Mode: Hybrid-Online and In Person
    Hybrid: rotational in person attendance to be determined by instructor.
    Enrollment limited to students who are able to attend in-person classes in the Ithaca area.

Syllabi: none

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

  • 3 Credits Graded

  • 20066 MAE 5280   LEC 002

  •  

  • Instruction Mode: Distance Learning-Asynchronous