ISE 7210
Transcript Abbreviation:
Large Scale Opt
Course Description:
Introduction to decomposition-coordination methods. Topics include cutting-stock problems, column and row generation methods, and stochastic programming.
Course Levels:
Graduate
Designation:
Elective
General Education Course
(N/A)
Cross-Listings
(N/A)
Credit Hours (Minimum if “Range”selected):
3.00
Max Credit Hours:
3.00
Select if Repeatable:
Off
Maximum Repeatable Credits
(N/A)
Total Completions Allowed
(N/A)
Allow Multiple Enrollments in Term:
No
Course Length:
14 weeks (autumn or spring)
12 weeks (summer only)
Off Campus:
Never
Campus Location:
Columbus
Instruction Modes:
In Person (75-100% campus; 0-24% online)
Prerequisites and Co-requisites:
Prereq: 5200.
Electronically Enforced:
No
Exclusions:
Not open to students with credit for 823.
Course Goals / Objectives:
Understand the need for decomposition-coordination by recognizing special structure
Understand the interplay between discrete and continuous optimization for Large-scale optimization
Understand how to use large scale optimization for stochastic programming
Check if concurrence sought:
No
Contact Hours:
| Topic | LEC | REC | LAB | LAB Inst |
|---|---|---|---|---|
| Review of Linear Programming (Revised Simplex+Duality) | 4.0 | 0.0 | 0.0 | 0 |
| Cutting Stock Problems | 4.0 | 0.0 | 0.0 | 0 |
| Benders’ Decomposition, Dantzig-Wolfe Decomposition | 6.0 | 0.0 | 0.0 | 0 |
| Stochastic Programming Models | 6.0 | 0.0 | 0.0 | 0 |
| L-shaped method, Scenario Aggregation | 6.0 | 0.0 | 0.0 | 0 |
| Stochastic Decomposition and Stochastic Quasi-gradient method | 6.0 | 0.0 | 0.0 | 0 |
| Stochastic Mixed-Integer Programming | 8.0 | 0.0 | 0.0 | 0 |
| Total | 40 | 0 | 0 | 0 |
Grading Plan:
Letter Grade
Course Components:
Lecture
Grade Roster Component:
Lecture
Credit by Exam (EM):
No
Grades Breakdown:
| Aspect | Percent |
|---|---|
| Homework/projects | 30% |
| Midterms/Quizzes | 40% |
| Final exam | 30% |
Representative Textbooks and Other Course Materials:
| Title | Author | Year |
|---|---|---|
| Course readings | Various |
ABET-CAC Criterion 3 Outcomes
(N/A)
ABET-ETAC Criterion 3 Outcomes
(N/A)
ABET-EAC Criterion 3 Outcomes
(N/A)
Embedded Literacies Info
(N/A)
Attachments
(N/A)
Additional Notes or Comments
(N/A)