Learning objectives
After this class, you should be able to:
- Given a problem, pose it as an integer linear program, give its relaxation, discretize the result to get an approximate solution to the problem, and derive its approximation factor.
Reading assignment
- Chapter 14, section 14.1.
- Section 12.1.
Exercises and review questions
- Questions on current lecture's material
- Give an integer linear program for the bin packing problem (chapter 9) and then give its relaxation. How will you discretize the result of the relaxation to get a feasible solution for the original problem? Can you derive an approximation factor?
- Questions on next lecture's material
- Give the dual of the relaxed version of the set cover linear program, and give the complementary slackness conditions for it.