Approximation Algorithms Part I

Add to Favourites
1 1 1 1 1
Price: 2284 EUR 2284 EUR
Contact École normale supérieure

More details about the program

Description

Approximation algorithms, Part I How efficiently can you pack objects into a minimum number of boxes? How well can you cluster nodes so as to cheaply separate a network into components around a few centers? These are examples of NP-hard combinatorial optimization problems. It is most likely impossible to solve such problems efficiently, so our aim is to give an approximate solution that can be computed in polynomial time and that at the same time has provable guarantees on its cost relative to the optimum. This course assumes knowledge of a standard undergraduate Algorithms course, and particularly emphasizes algorithms that can be designed using linear programming, a favorite and amazingly successful technique in this area. By taking this course, you will be exposed to a range of problems at the foundations of theoretical computer science, and to powerful design and analysis techniques. Upon completion, you will be able to recognize, when faced with a new combinatorial optimization problem, whether it is close to one of a few known basic problems, and will be able to design linear programming relaxations and use randomized rounding to attempt to solve your own problem. The course content and in particular the homework is of a theoretical nature without any programming assignments. This is the first of a two-part course on Approximation Algorithms.

Specific details

Category of Education Computer Sciense and IT

Comments (0)

There are no comments posted here yet

Leave your comments

Search

Related Programs

Learn how to safeguard your software systems and h ...
In this course, you will learn the basics of under ...
Course Overview: https://youtu.be/JgFV5qzAYno Pyt ...
In this introductory Java programming course, you ...

 

©2023 EDUCOM NET. All Rights Reserved.

If you find an inaccuracy or you have comments on the description of the university or program - please let us know info@educom.net