Seminar on Algorithms (236813)

LP/IP problems with LR/PD techniques
( New: collection of Local ratio papers)


For registration please e-mail me your info, in the format:
Name+FamilyName+email+ID+Phone#+AverageGrade
e.g. Reuven Bar-Yehuda reuven@cs 123456789 04-8294332 87

Course info page

The seminar will focus on two approaches that were used to construct many approximation algorithms during the last two decades: the primal-dual schema and the local-ratio technique (though, rounding may come up as well).

We will start with a short introduction to the field of approximation algorithms, and then an overview of both methods will be presented.

The studies that will be presented during the semester deal with a variety of problems including several fundamental problems, such as the Steiner forest problem, the metric uncapacitated facility location problem, and the feedback vertex set problem.


Details

Instructor: Reuven Bar-Yehuda
Time: Thr. 14:30-17:30 (average of 2 hours a week)
Place: Taub 4 (at Floor 1)


# Date Topic of Paper Speaker
1 Thr 14:30
3/11/05
Introduction - Optimization and Approximation
(Vazirani's notes: Chapters I+II pages 3-15 (PS))
(Compendium intro)
(Slides)
???
2+3 Thr 14:30
???
Intro to linear programming ( CLRS book, at technion library)
...and its use in approximation algorithms (Vazirani's notes: Chapters 11 pages 59-62 (PS))
(Slides)
Javier Turek & Eran Triester
4 Thr 14:30
17/11/05
The Primal Dual Method for Approximation Algorithms (Vazirani's notes: Chapters 12-13 pages 63-72 (PS)) (slides) Dan Raviv
- Thr 14:30
24/11/05
R. Bar-Yehuda. One for the price of two (paper) (Slides) Reuven Bar-Yehuda
5 Thr 14:30
1/12/05
R. Bar-Yehuda. Using Homogenous Weights for Approximating the Partial Cover Problem (Paper) (Slides ) Maria Artishchev-Zapolotsky
6 Thr 15:30
1/12/05
S. Guha, R. Hassin S. Khuller and E. Or Capacitated Vertex Covering with Applications , (Slides) Michael Beder
7+8 Thr 14:30
8/12/05
R. Bar-Yehuda and D. Rawitz. Efficient Algorithms for Integer Programs with Two Variables per Constraint (Paper) (Slides) Shaphir Evgeny and Alex Landau
9+10 Thr 14:30
15/12/05
  1. V. Bafna, P. Berman, and T. Fujito. A 2-approximation algorithm for the weighted feedback vertex set problem in undirected graphs. (Paper) (NEW-andBETTE)
  2. A Becker and D. Geiger. Approximation algorithms for the loop cutset problem. (Paper)
  3. F. A. Chudak, M. X. Goemans, D. S. Hochbaum, and D. P. Williamson. A primal-dual interpretation of recent 2-approximation algorithms for the feedback vertex set problem in undirected graphs. (Paper)
(Slides: Part A) (Slide: Part B)
Dan Baum & Ilan Gronau
-- Thr 14:30
22/12/05
Fractional Local Ratio (Slides ) Reuven Bar-Yehuda
11 Thr ~16:00
22/12/05
T. Fujito. A Unified Approximation Algorithm for Node-Deletion Problems (Slides ) Adi Mano
12+13 Thr 14:30
29/12/05
M. X. Goemans and D. P. Williamson. A General Approximation Technique for Constrained Forest Problems (Paper) (Slides) Sergey Novikov and Roostam Tiger
14+15 Thr 14:30
5/1/05
Primal-Dual Approximation Algorithms for Metric Facility Location and k-Median Problems (1999) Kamal Jain, Vijay V. Vaziran (Slides) Oleg Rokhlenko & Janna Burman
16+17 Thr 14:30
12/1/05
A. Bar-Noy, R. Bar-Yehuda, A. Freund, S. Naor, and B. Schieber. A Unified Approach to Approximating Resource Allocation and Scheduling
(Slides)
Michal Segalov & Noga Tal
-- 16:30
12/1/05
Resource allocation (again) (Slides) (full version slides) Reuven Bar-Yehuda
18 Thr 14:30
19/1/05
Approximation for Buffer Sorting (Paper) Yochay Tzur
19 ~15:30
19/1/05
Bar-Yehuda R., M. M. Halldorsson, J. Naor, H. Shachnai and I. Shapira, Scheduling Split Intervals, Thirteenth ACM-SIAM Symposium on Discrete Algorithms (SODA), January 6-8, 2002 San Francisco. ( Journal version ) ( New developments ) (slides) (Slides) Gadi Aleksandrowicz
-- 26/1/05 -- --
20 NEXT Thr 14:30
2/2/06
Bar-Yehuda, R. and S.~Even. A local-ratio theorem for approximating the weighted vertex cover problem. {\em Annals of Discrete Mathematics}, 25:27--46, 1985. (paper) (Slides) Yair Tshop
21 NEXT ~15:30
2/2/06
Akcoglu, J. Aspnes, B. DasGupta, and M. Kao. Opportunity Cost Algorithms for Combinatorial Auctions (Slides) Oren K.
22 NEXT ~16:30
2/2/06
R. Bar-Yehuda I. Feldman and D. Rawitz, Improved Approximation Algorithm for Convex Recoloring of Trees, Exploiting Locality: Approximating Sorting Buffers, WAOA 2005, ( PDF ) Michael Ryabtsev


Links


Books


This page has been visited counter times since the last reset.